Dust is one of the significant constraints in utilizing solar photovoltaic systems under harsh weather conditions in the desert regions due to creating a shadow that blocks solar irradiance from reaching solar cells and consequently, significantly reducing their efficiency. In this research, experimental study was performed to comprehend the nature of dust particles and their impact on the electrical power output that is generated from azimuth tracking solar PV modules under Sharjah environmental conditions in winter season. According to laboratory experiments, the power losses are linearly related to the dust accumulated density on the surface of the solar panel with a slope of 1.27% per g/m2. The conducted Outdoor studies revealed that the absolute reduction in output power increased by 8.46% after 41 continuous days with one low-intensity rainy day. The linear relationship obtained from indoor experiments was applied later to estimate the dust deposited density on the outdoor setup. The results showed that a regular cleaning process every two weeks is recommended to maintain the performance and to avoid the soiling loss. This work will help engineers in the solar PV plants to forecast the dust impact and figure out the regularity of the cleaning process in case of single axis tracking systems.
Hybrid Photovoltaic and thermoelectric systems more effectively converts solar energy into electrical energy. Two sources of energy are used one of the energy is solar,that converts radiant light into electrical energy and heat energy which will convert heat into electricity.Photovoltaic cells and thermoelectric modules are used to capture and convert the energy into electricity.Furthermore solar-thermoelectric hybrid system is environmental friendly and has no harmful emissions.Solar-thermoelectric hybrid system increases the overall reliability without sacrificing the quality of power generated.In this paper an overview of the previous research and development of technological advancement in the solar-thermoelectric hybrid systems is presented.
ORO551 RES - Unit 1 - Role and potential of new and renewable sourcekarthi keyan
This document outlines the syllabus for a course on renewable energy sources. It includes 5 units that cover various renewable technologies like solar, wind, geothermal, and biomass. Unit 1 discusses the principles of solar radiation and its environmental impacts. Unit 2 covers methods of collecting and storing solar energy. Unit 3 explores applications of solar energy. Later units address wind energy, biomass, and other sources like geothermal and tidal energies. The course objectives and outcomes for each unit are provided along with textbook references and an overview of the course content.
Energy Based Analysis of a Thermal Power Station for Energy Efficiency Improv...IJMER
Despite of growth of renewable energy stations installations like wind, solar, Tidal power, the energy for the world depends heavily on fossil fuels for electricity generation. It is also expected to continue the dependence on fossil fuels for next few decades. Therefore, given the continued reliance on the fossil fuels for some time, it is important to note these plants must reduce their environmental impact by operating fossil fuels more efficiently. Two types of analysis namely, energy and exergy analysis can be developed for the system. Energy analysis based on first law of thermodynamics cannot be applied as it cannot justify the real useful energy loss because it does not differentiate between the quality and quantity of energy within the system. Whereas, exergy analysis will characterize the work potential of a system based on the second law of thermodynamics and the maximum work that can be obtained from the system when its state is brought to the reference or dead state (standard atmospheric conditions).This technical paper presents the results of exergy and energy analysis carried out on 62 MW coal-based thermal power plant to evaluate the performance. The performance of the plant was estimated by a component-wise modeling followed by a system simulation. A parametric study is conducted for the thermal plant under various operating conditions, including different operating condenser pressures, temperatures and flow rates of cooling water across the condenser etc, in order to determine which parameter that maximizes plant performance. Energy loss distribution to find out the amount and source of irreversibilities generated in boiler and turbine in a plant so that any process in the system having largest energy destruction can be identified and that helps the designer to re design the system components.
Free Download Link (Copy URL):
https://sites.google.com/view/varunpratapsingh/teaching-engagements
Unit-I
Part-1 Introduction
Power and energy, sources of energy, review of thermodynamic cycles related to power plants,
fuels and combustion, calculations.
Part-2 Variable Load Problem
Industrial production and power generation compared ideal and realized load curves, terms, and factors. Effect of variable load on power plan operation, methods of meeting the variable load problem.
Part-3 Power plant economics and selection Effect of plant type on costs, rates, fixed elements, energy elements, customer elements, and investor’s profit; depreciation and replacement, theory of rates. Economics of plant selection, other considerations in plant selection.
impact of renewable energy sources on power system opeartionVipin Pandey
this presentation is brief description of power system operation with renewable energy sources and their effects on various power system operation and how can they be accessible in system.
This document discusses the estimation and cost analysis of installing a 300 kW roof-top photovoltaic system at the University B D T College of Engineering in Davangere, India. It analyzes the available roof space of 3,000 square meters that can accommodate 1,200 solar panels generating a total of 300 kW of power. The estimated total cost of the system is 24 million rupees with an estimated payback period of 6 years based on energy savings from self-consumption and revenue from excess power exported to the grid. The roof-top PV system would help meet the college's annual energy demand of 264,960 units and generate an estimated 492,750 units annually.
Recent technological developments in pv+thermal technology a revieweSAT Journals
Abstract Large amount of work had been carried out and going on in research and technological development of solar energy systems. Many systems have been innovated and approved as a product industrial bodies as per its market potential. Theoretical models have been developed, manufactured within specified design constraints and tested to get desired results. Many have optimized the systems using different advanced tools, some have developed software techniques like neural network, and the product developed is studied for market potential. The journey is going on in order to increase efficiency of system and compete with conventional energy prizes. This article gives an overview about the trend of solar technology development, future key areas in which researchers have to work for sustainable and efficient solar technology. Keywords: - PV/T, solar energy, efficiency of PV cells, hybrid systems.
This document discusses designing a fuel cell-based power plant for a home. It begins by introducing fuel cells and their working principles. It then discusses using TRNSYS software to calculate the thermal loads of a historic building and using RETScreen software to compare the costs and feasibility of a conventional power plant versus an innovative fuel cell plant. The document analyzes the specific building's heating, cooling, and electric power requirements and concludes by assessing the feasibility and costs of different plant configurations using RETScreen.
Hybrid Photovoltaic and thermoelectric systems more effectively converts solar energy into electrical energy. Two sources of energy are used one of the energy is solar,that converts radiant light into electrical energy and heat energy which will convert heat into electricity.Photovoltaic cells and thermoelectric modules are used to capture and convert the energy into electricity.Furthermore solar-thermoelectric hybrid system is environmental friendly and has no harmful emissions.Solar-thermoelectric hybrid system increases the overall reliability without sacrificing the quality of power generated.In this paper an overview of the previous research and development of technological advancement in the solar-thermoelectric hybrid systems is presented.
ORO551 RES - Unit 1 - Role and potential of new and renewable sourcekarthi keyan
This document outlines the syllabus for a course on renewable energy sources. It includes 5 units that cover various renewable technologies like solar, wind, geothermal, and biomass. Unit 1 discusses the principles of solar radiation and its environmental impacts. Unit 2 covers methods of collecting and storing solar energy. Unit 3 explores applications of solar energy. Later units address wind energy, biomass, and other sources like geothermal and tidal energies. The course objectives and outcomes for each unit are provided along with textbook references and an overview of the course content.
Energy Based Analysis of a Thermal Power Station for Energy Efficiency Improv...IJMER
Despite of growth of renewable energy stations installations like wind, solar, Tidal power, the energy for the world depends heavily on fossil fuels for electricity generation. It is also expected to continue the dependence on fossil fuels for next few decades. Therefore, given the continued reliance on the fossil fuels for some time, it is important to note these plants must reduce their environmental impact by operating fossil fuels more efficiently. Two types of analysis namely, energy and exergy analysis can be developed for the system. Energy analysis based on first law of thermodynamics cannot be applied as it cannot justify the real useful energy loss because it does not differentiate between the quality and quantity of energy within the system. Whereas, exergy analysis will characterize the work potential of a system based on the second law of thermodynamics and the maximum work that can be obtained from the system when its state is brought to the reference or dead state (standard atmospheric conditions).This technical paper presents the results of exergy and energy analysis carried out on 62 MW coal-based thermal power plant to evaluate the performance. The performance of the plant was estimated by a component-wise modeling followed by a system simulation. A parametric study is conducted for the thermal plant under various operating conditions, including different operating condenser pressures, temperatures and flow rates of cooling water across the condenser etc, in order to determine which parameter that maximizes plant performance. Energy loss distribution to find out the amount and source of irreversibilities generated in boiler and turbine in a plant so that any process in the system having largest energy destruction can be identified and that helps the designer to re design the system components.
Free Download Link (Copy URL):
https://sites.google.com/view/varunpratapsingh/teaching-engagements
Unit-I
Part-1 Introduction
Power and energy, sources of energy, review of thermodynamic cycles related to power plants,
fuels and combustion, calculations.
Part-2 Variable Load Problem
Industrial production and power generation compared ideal and realized load curves, terms, and factors. Effect of variable load on power plan operation, methods of meeting the variable load problem.
Part-3 Power plant economics and selection Effect of plant type on costs, rates, fixed elements, energy elements, customer elements, and investor’s profit; depreciation and replacement, theory of rates. Economics of plant selection, other considerations in plant selection.
impact of renewable energy sources on power system opeartionVipin Pandey
this presentation is brief description of power system operation with renewable energy sources and their effects on various power system operation and how can they be accessible in system.
This document discusses the estimation and cost analysis of installing a 300 kW roof-top photovoltaic system at the University B D T College of Engineering in Davangere, India. It analyzes the available roof space of 3,000 square meters that can accommodate 1,200 solar panels generating a total of 300 kW of power. The estimated total cost of the system is 24 million rupees with an estimated payback period of 6 years based on energy savings from self-consumption and revenue from excess power exported to the grid. The roof-top PV system would help meet the college's annual energy demand of 264,960 units and generate an estimated 492,750 units annually.
Recent technological developments in pv+thermal technology a revieweSAT Journals
Abstract Large amount of work had been carried out and going on in research and technological development of solar energy systems. Many systems have been innovated and approved as a product industrial bodies as per its market potential. Theoretical models have been developed, manufactured within specified design constraints and tested to get desired results. Many have optimized the systems using different advanced tools, some have developed software techniques like neural network, and the product developed is studied for market potential. The journey is going on in order to increase efficiency of system and compete with conventional energy prizes. This article gives an overview about the trend of solar technology development, future key areas in which researchers have to work for sustainable and efficient solar technology. Keywords: - PV/T, solar energy, efficiency of PV cells, hybrid systems.
This document discusses designing a fuel cell-based power plant for a home. It begins by introducing fuel cells and their working principles. It then discusses using TRNSYS software to calculate the thermal loads of a historic building and using RETScreen software to compare the costs and feasibility of a conventional power plant versus an innovative fuel cell plant. The document analyzes the specific building's heating, cooling, and electric power requirements and concludes by assessing the feasibility and costs of different plant configurations using RETScreen.
The document discusses various energy efficiency and renewable energy sources. It covers improving energy efficiency, types of solar, water, wind, and biomass energy. Geothermal energy and hydrogen fuel are also examined. Decentralized micropower systems are presented as an emerging trend that utilizes various renewable energy sources at a local level. The importance of a sustainable energy strategy and transitioning to renewable sources is emphasized.
With the development of industry and
agriculture, a great amount of energy such as coal, oil
and gas has been consumed in the world. Extensive
use of these fossil energies deteriorates a series of
problems like energy crisis, environmental pollution
and so on. Everybody knows that the fossil energy
reserves are finite, some day it will be exhausted.
It is possible that the world will face a
global energy crisis due to a decline in the
availability of cheap oil and recommendations to a
decreasing dependency on fossil fuel. This has led to
increasing interest in alternate power/fuel research
such as fuel cell technology, hydrogen fuel, biodiesel,
Karrick process, solar energy, geothermal energy,
tidal energy and wind. Today, solar energy and wind
energy have significantly alternated fossil fuel with
big ecological problems.
With the development of the science and
technology, power generation using solar energy and
wind power is gradually known by more and more
people. And it is widespread used in many developed
countries. The merits of the solar and wind power
generation are very obvious-infinite and nonpolluting.
The raw materials of the solar and wind
power generation derived from nature, and wind
power generation can work twenty-four hours a day,
solar power generation only works by daylight. In
addition, this kind of power generation has no
exhaust emission and there is no influence to the
nature. But it also has some shortcomings. Because
of the imperfect of the technology, equipment of the
solar and wind power generation is very expensive.
By far, it cannot be widely used.
In addition, solar and wind power
generation system affected by the changing of the
weather very much, so it has obvious defects in
reliability compared with fossil fuel, and it is difficult
to make it fit for practical use the lack of economical
efficiency .Because of these problems it needs to
increase the reliability of energy supply by
developing a system which interacts Solar and wind
energy. This kind of system is usually called windsolar
hybrid power generation system significantly
The Potential Role of Geothermal Energy as a Major Supplier of Primary Energ...Iceland Geothermal
Jefferson Tester, Croll Professor of Sustainable Energy Systems
Director of the Cornell Energy Institute and Associate Director for Energy in the Atkinson Center for a Sustainable Future, Cornell University, Ithaca, New York
Plenary session, Iceland Geothermal Conference 2013
March 5-8, 2013, Harpa, Reykjavík
- The document introduces the Hawaii Clean Energy Initiative (HCEI), which aims to achieve 70% clean energy in Hawaii by 2030 through 30% energy efficiency improvements and 40% renewable energy generation.
- It discusses various renewable energy and energy efficiency technologies being researched at the National Renewable Energy Laboratory (NREL) that could help Hawaii meet its clean energy goals, such as net-zero energy buildings, solar and wind power, geothermal and biofuels.
Implementation of Hybrid Generation Power System in PakistanIJAPEJOURNAL
A solar-wind hybrid power generation system has been presented here. The application based system illustrated in this paper is designed on the basis of the solar and wind data for Pakistan. The power generated by the system is intended for domestic use. The most common source of unconventional power in homes is battery based UPS (Uninterrupted power supply) inverter. The UPS inverter charges the battery with conventional grid power. This system will charge the battery of UPS inverter by using only wind and solar power, which will make the system cost effective and more reliable. The reason for using both solar and wind is that recent studies have proven that combined system can be more productive and consistent and other thing is that neither of them can be used for continuous power generation. In the system illustrated in this paper the solar-wind system provides power periodically which is controlled by electronic methods and a microcontroller is used to monitor the power from both the inputs. The switching action is provided from the microcontroller to the battery charging based on the power received from solar photovoltaic panel and wind generators. In this paper, an efficient system has been presented comprising of solar panel, wind generator, charge controller and charge storage unit (battery). Solar panel is selected as the main input and the wind resource will be used only in the absence of the solar photovoltaic (PV) output.
- Peltier effect involves heat being absorbed or released when an electric current passes through two dissimilar materials. Peltier coolers use this effect to provide precise temperature control without moving parts, making them compact and reliable.
- The document discusses using a Peltier cooler powered by solar cells to cool water in an experiment. It was found that 250mL of water could be cooled from 18.5°C to 13°C, with the cooling efficiency varying with solar insulation levels.
- India has significant potential for solar energy due to its sunlight. The government has ambitious targets for solar capacity and provides various programs to encourage solar power development.
The usage of thermoelectric generator as a renewable energy sourceTELKOMNIKA JOURNAL
Currently thermoelectric generators (TEG) are widely used in biomedical, military and space satellite power applications. TEG of high power plants are mostly used in automobile and industrial engines. This paper discusses TEG as a renewable energy source. Here the TEG in the application is used in the thermoelectric generator power plant. The working principle of this thermoelectric generator is on the heat side of the TEG peltier which is coated in metal in the form of aluminum, which is heated by a heater. And the cold side of the TEG Peltier is placed on the heat sink (as a heat dissipation metal). Heatsinks are submerged in water which are submerged about half or more. If the temperature of the metal being heated and the temperature of heat dissipation metal have a certain difference, then the temperature difference causes TEG to start working. The greater the temperature difference, the greater the electrical energy produced will be. However, if the temperature difference is too large it will damage the bismuth semiconductor material used. After TEG starts working it will produce voltage and current.
Prospect of Hybrid Solar-Wimd Power Generation System in BangladeshMilton Sarker
Renewable energy likes solar, wind, wave and tidal
could be utilized in some areas of Bangladesh. The
geographical location of Bangladesh is ideal for
tapping solar energy effectively. There is also
enormous potential for harnessing electrical power
from wind in some selected areas of the country and
in the coastal region. In this paper possibility of
wind-solar hybrid system has been studied. It will
help to reduce the huge oil bill that the country is
facing now, provided the national planners give
adequate attention and support for the development
of wind solar hybrid power generation. After a
preliminary survey supported by measured field data
of wind velocities and solar radiation all over the
country, two specific sites Potenga and Thakurgaon
have been primarily identified where more than 100
kW wind-solar hybrid power generations is possible.
1) The document discusses solar air conditioning as an alternative to traditional air conditioning that uses fossil fuels.
2) Traditional air conditioning has high electricity consumption from fossil fuels, contributing to greenhouse gas emissions and global warming.
3) Solar air conditioning aims to reduce dependence on fossil fuels and provide an environmentally friendly cooling solution by using the sun's heat for thermal compression instead of mechanical compression.
METHODOLOGY :
In our present study planning to develop a hybrid power generation model consists of Rain water power(hydro), Solar PV and Wind energy, the process of working and installation as below:
Rainwater harvesting is the accumulation and deposition of rainwater for reuse before it reaches the aquifer.
In this technique, we channel the water falling on roof tops of buildings and homes, and open spaces to a storage tank through a filter. Excess water is directed to a well or pit through which water seeps in earth to increase water table.
The generated power is converted and collected using power electronics and power systems devices respectively.
OBJECTIVES :
To install Solar PV technology in order to trap solar radiation for converting into electrical energy.
To install the wind turbine for converting wind energy into electrical energy to pump the water for hydro-plant.
Integrate the complete system composed of hydro, solar, wind energy
Assess the performance of the system.
This document discusses solar energy as a case study of sustainable energy in Malaysia. It outlines the increasing energy demand and depletion of fossil fuels as key issues driving the need for renewable alternatives like solar. Solar is seen as one of the most promising renewable sources for Malaysia due to its equatorial location and abundant sunshine. The document reviews the current application of solar photovoltaics and thermal technologies in small to medium scale installations. It argues that with continued government support through policies, incentives and R&D, solar energy can play a major role in Malaysia's energy future and help replace non-renewable sources.
This document presents a project report on a mobile charging system using hybrid solar energy. It was submitted by three students to partially fulfill the requirements for a Bachelor of Technology degree in Electrical and Electronics Engineering.
The system uses both solar panels and wind turbines to generate electricity. The solar panels convert sunlight to DC current, while the wind turbines use wind power to rotate a generator and produce DC current. Both sources charge a circuit board simultaneously that is used to charge connected mobile phones. A digital clock and temperature display are also included.
The report includes an abstract, table of contents, introduction on renewable energy and hybrid power systems, literature review on solar, wind and hybrid systems, methodology and implementation details, results from testing, and
Solar energy storage and its applications iiSARAN RAJ I
This document provides information on solar energy storage and applications. It discusses three main methods for storing solar thermal energy: sensible heat storage, latent heat storage, and thermo-chemical storage. Sensible heat storage involves heating materials without a phase change, latent heat storage uses phase change materials, and thermo-chemical storage relies on reversible chemical reactions. Additional solar thermal storage methods described include solar ponds and stratified storage tanks. The document also outlines various applications that use solar energy, such as solar distillation, drying, photovoltaic power, and remote area power supply systems.
This document provides an overview of wind energy and wind turbines. It discusses the advantages of wind energy such as being clean and having an abundant domestic source. It also discusses disadvantages like intermittency and land use impacts. The document describes different types of wind turbines including horizontal and vertical axis designs. It provides information on wind resources and wind power potential in the United States. Key concepts in wind turbine operation and aerodynamics are explained like Betz's law. Cost trends for wind power and the future outlook of the industry are also summarized.
Integrated solar photovoltaic and thermal system for enhanced energy efficiencylenses
The document presents a study on developing an integrated solar photovoltaic and thermal (PV/T) system to improve energy efficiency. The study aims to build a PV/T system, experimentally evaluate its thermal and electrical efficiencies, and determine if it can enhance overall energy efficiency. A PV/T prototype was constructed and tested over multiple days. Results showed the thermal efficiency was influenced by heat exchange conditions and peaked twice for electrical efficiency. Overall, the PV/T system improved electrical performance and increased total energy efficiency compared to independent PV and thermal systems.
Generation of electrcity from gasoline engine waste heatAlexander Decker
This document summarizes a study that investigated using thermoelectric generators (TEGs) to generate electricity from the waste heat of a gasoline engine. The study included:
1) Setting up a test rig with a Cussons gasoline engine and attaching TEGs to the exhaust pipe and cooling water pipe to recover waste heat.
2) Performing experiments under idle and load conditions of the engine and measuring the electrical output of the TEGs.
3) Finding that while the overall efficiency of the TEGs was low due to irreversibilities, the output power established that usable electrical power can be obtained from engine waste heat.
This document discusses various renewable power generation sources including wind, solar, biogas, ocean thermal, tidal, geothermal, and magnetohydrodynamic energy. For each source, it provides details on the basic working principles and components. The advantages of renewable sources are their clean, environmentally-friendly nature along with abundant availability. However, their disadvantages include unreliability, lower efficiency and high capital costs. Site selection factors are also outlined for different renewable technologies.
Is land really a constraint for the utilization of solar energy in India? Vinodkumar Patil
This document compares the land use requirements of solar energy to other conventional energy sources such as coal, nuclear, and hydroelectric power. It discusses two parameters for analyzing land use: land transformation and land occupation. Land transformation refers to the direct and indirect land areas needed for power generation and upstream/downstream processes. Coal and nuclear require land for mining activities and transportation, while hydro needs large areas for dams. Solar requires less land than hydro but comparable amounts to coal and nuclear. Land occupation considers how long it takes land to recover from energy production and how it is qualitatively degraded. The document estimates that generating 3400 TWh/yr of electricity from solar in India would require 0.97% of total land area or 3.
Modeling and Analysis of Hybrid Solar/Wind Power System for a Small CommunityIOSR Journals
The document models and analyzes a hybrid solar/wind power system for a small community in Maiduguri, Nigeria. Data on solar radiation, temperature, and wind speed from 2002-2004 is used to simulate the power output of a photovoltaic array, wind turbine, and their combination in a hybrid system using MATLAB/Simulink. The results show the hybrid system is capable of meeting the community's 2.015 kW load demand throughout the year except in July, and that months with higher solar radiation or wind speeds yield more power. Combining solar and wind resources provides a more reliable off-grid power solution than either resource alone.
The present research shows the effect of dust accumulation on the surface of photovoltaic (PV) modules, which cause losses in their output power. We got 28% of losses in output power at Madinah city during 60 days of dust accumulation. Two ways were used to study the effect of dust on the PV modules of type monocrystalline silicon: the quantitative and the qualitative approaches respectively. A model based on dust density is used to determine the losses of output PV power. We propose to add an important parameter noted dust accumulation coefficient (%/mg.cm-2), in data sheet of PV modules manufacturer. In addition, an intelligent cleaning system is proposed, using the notion of dust density, to start cleaning when an admissible value of power losses is reached. This process allows minimizing the effect of dust.
Effect of pollution and dust on PV performanceIJCMESJOURNAL
This document summarizes an experimental study that evaluated the effect of three Iraqi construction materials (cement, plaster, and borax) on the performance of photovoltaic (PV) cells. The materials were applied in weights from 2 to 10 grams to PV cell samples. Plaster was found to have the greatest negative impact on current, power, and efficiency of the cells, reducing efficiency by up to 25.8% compared to clean cells. Borax had the smallest effect on current and caused the lowest degradation to PV cell performance. The results indicate the importance of keeping PV surfaces clean to maximize their economic benefits.
The document discusses various energy efficiency and renewable energy sources. It covers improving energy efficiency, types of solar, water, wind, and biomass energy. Geothermal energy and hydrogen fuel are also examined. Decentralized micropower systems are presented as an emerging trend that utilizes various renewable energy sources at a local level. The importance of a sustainable energy strategy and transitioning to renewable sources is emphasized.
With the development of industry and
agriculture, a great amount of energy such as coal, oil
and gas has been consumed in the world. Extensive
use of these fossil energies deteriorates a series of
problems like energy crisis, environmental pollution
and so on. Everybody knows that the fossil energy
reserves are finite, some day it will be exhausted.
It is possible that the world will face a
global energy crisis due to a decline in the
availability of cheap oil and recommendations to a
decreasing dependency on fossil fuel. This has led to
increasing interest in alternate power/fuel research
such as fuel cell technology, hydrogen fuel, biodiesel,
Karrick process, solar energy, geothermal energy,
tidal energy and wind. Today, solar energy and wind
energy have significantly alternated fossil fuel with
big ecological problems.
With the development of the science and
technology, power generation using solar energy and
wind power is gradually known by more and more
people. And it is widespread used in many developed
countries. The merits of the solar and wind power
generation are very obvious-infinite and nonpolluting.
The raw materials of the solar and wind
power generation derived from nature, and wind
power generation can work twenty-four hours a day,
solar power generation only works by daylight. In
addition, this kind of power generation has no
exhaust emission and there is no influence to the
nature. But it also has some shortcomings. Because
of the imperfect of the technology, equipment of the
solar and wind power generation is very expensive.
By far, it cannot be widely used.
In addition, solar and wind power
generation system affected by the changing of the
weather very much, so it has obvious defects in
reliability compared with fossil fuel, and it is difficult
to make it fit for practical use the lack of economical
efficiency .Because of these problems it needs to
increase the reliability of energy supply by
developing a system which interacts Solar and wind
energy. This kind of system is usually called windsolar
hybrid power generation system significantly
The Potential Role of Geothermal Energy as a Major Supplier of Primary Energ...Iceland Geothermal
Jefferson Tester, Croll Professor of Sustainable Energy Systems
Director of the Cornell Energy Institute and Associate Director for Energy in the Atkinson Center for a Sustainable Future, Cornell University, Ithaca, New York
Plenary session, Iceland Geothermal Conference 2013
March 5-8, 2013, Harpa, Reykjavík
- The document introduces the Hawaii Clean Energy Initiative (HCEI), which aims to achieve 70% clean energy in Hawaii by 2030 through 30% energy efficiency improvements and 40% renewable energy generation.
- It discusses various renewable energy and energy efficiency technologies being researched at the National Renewable Energy Laboratory (NREL) that could help Hawaii meet its clean energy goals, such as net-zero energy buildings, solar and wind power, geothermal and biofuels.
Implementation of Hybrid Generation Power System in PakistanIJAPEJOURNAL
A solar-wind hybrid power generation system has been presented here. The application based system illustrated in this paper is designed on the basis of the solar and wind data for Pakistan. The power generated by the system is intended for domestic use. The most common source of unconventional power in homes is battery based UPS (Uninterrupted power supply) inverter. The UPS inverter charges the battery with conventional grid power. This system will charge the battery of UPS inverter by using only wind and solar power, which will make the system cost effective and more reliable. The reason for using both solar and wind is that recent studies have proven that combined system can be more productive and consistent and other thing is that neither of them can be used for continuous power generation. In the system illustrated in this paper the solar-wind system provides power periodically which is controlled by electronic methods and a microcontroller is used to monitor the power from both the inputs. The switching action is provided from the microcontroller to the battery charging based on the power received from solar photovoltaic panel and wind generators. In this paper, an efficient system has been presented comprising of solar panel, wind generator, charge controller and charge storage unit (battery). Solar panel is selected as the main input and the wind resource will be used only in the absence of the solar photovoltaic (PV) output.
- Peltier effect involves heat being absorbed or released when an electric current passes through two dissimilar materials. Peltier coolers use this effect to provide precise temperature control without moving parts, making them compact and reliable.
- The document discusses using a Peltier cooler powered by solar cells to cool water in an experiment. It was found that 250mL of water could be cooled from 18.5°C to 13°C, with the cooling efficiency varying with solar insulation levels.
- India has significant potential for solar energy due to its sunlight. The government has ambitious targets for solar capacity and provides various programs to encourage solar power development.
The usage of thermoelectric generator as a renewable energy sourceTELKOMNIKA JOURNAL
Currently thermoelectric generators (TEG) are widely used in biomedical, military and space satellite power applications. TEG of high power plants are mostly used in automobile and industrial engines. This paper discusses TEG as a renewable energy source. Here the TEG in the application is used in the thermoelectric generator power plant. The working principle of this thermoelectric generator is on the heat side of the TEG peltier which is coated in metal in the form of aluminum, which is heated by a heater. And the cold side of the TEG Peltier is placed on the heat sink (as a heat dissipation metal). Heatsinks are submerged in water which are submerged about half or more. If the temperature of the metal being heated and the temperature of heat dissipation metal have a certain difference, then the temperature difference causes TEG to start working. The greater the temperature difference, the greater the electrical energy produced will be. However, if the temperature difference is too large it will damage the bismuth semiconductor material used. After TEG starts working it will produce voltage and current.
Prospect of Hybrid Solar-Wimd Power Generation System in BangladeshMilton Sarker
Renewable energy likes solar, wind, wave and tidal
could be utilized in some areas of Bangladesh. The
geographical location of Bangladesh is ideal for
tapping solar energy effectively. There is also
enormous potential for harnessing electrical power
from wind in some selected areas of the country and
in the coastal region. In this paper possibility of
wind-solar hybrid system has been studied. It will
help to reduce the huge oil bill that the country is
facing now, provided the national planners give
adequate attention and support for the development
of wind solar hybrid power generation. After a
preliminary survey supported by measured field data
of wind velocities and solar radiation all over the
country, two specific sites Potenga and Thakurgaon
have been primarily identified where more than 100
kW wind-solar hybrid power generations is possible.
1) The document discusses solar air conditioning as an alternative to traditional air conditioning that uses fossil fuels.
2) Traditional air conditioning has high electricity consumption from fossil fuels, contributing to greenhouse gas emissions and global warming.
3) Solar air conditioning aims to reduce dependence on fossil fuels and provide an environmentally friendly cooling solution by using the sun's heat for thermal compression instead of mechanical compression.
METHODOLOGY :
In our present study planning to develop a hybrid power generation model consists of Rain water power(hydro), Solar PV and Wind energy, the process of working and installation as below:
Rainwater harvesting is the accumulation and deposition of rainwater for reuse before it reaches the aquifer.
In this technique, we channel the water falling on roof tops of buildings and homes, and open spaces to a storage tank through a filter. Excess water is directed to a well or pit through which water seeps in earth to increase water table.
The generated power is converted and collected using power electronics and power systems devices respectively.
OBJECTIVES :
To install Solar PV technology in order to trap solar radiation for converting into electrical energy.
To install the wind turbine for converting wind energy into electrical energy to pump the water for hydro-plant.
Integrate the complete system composed of hydro, solar, wind energy
Assess the performance of the system.
This document discusses solar energy as a case study of sustainable energy in Malaysia. It outlines the increasing energy demand and depletion of fossil fuels as key issues driving the need for renewable alternatives like solar. Solar is seen as one of the most promising renewable sources for Malaysia due to its equatorial location and abundant sunshine. The document reviews the current application of solar photovoltaics and thermal technologies in small to medium scale installations. It argues that with continued government support through policies, incentives and R&D, solar energy can play a major role in Malaysia's energy future and help replace non-renewable sources.
This document presents a project report on a mobile charging system using hybrid solar energy. It was submitted by three students to partially fulfill the requirements for a Bachelor of Technology degree in Electrical and Electronics Engineering.
The system uses both solar panels and wind turbines to generate electricity. The solar panels convert sunlight to DC current, while the wind turbines use wind power to rotate a generator and produce DC current. Both sources charge a circuit board simultaneously that is used to charge connected mobile phones. A digital clock and temperature display are also included.
The report includes an abstract, table of contents, introduction on renewable energy and hybrid power systems, literature review on solar, wind and hybrid systems, methodology and implementation details, results from testing, and
Solar energy storage and its applications iiSARAN RAJ I
This document provides information on solar energy storage and applications. It discusses three main methods for storing solar thermal energy: sensible heat storage, latent heat storage, and thermo-chemical storage. Sensible heat storage involves heating materials without a phase change, latent heat storage uses phase change materials, and thermo-chemical storage relies on reversible chemical reactions. Additional solar thermal storage methods described include solar ponds and stratified storage tanks. The document also outlines various applications that use solar energy, such as solar distillation, drying, photovoltaic power, and remote area power supply systems.
This document provides an overview of wind energy and wind turbines. It discusses the advantages of wind energy such as being clean and having an abundant domestic source. It also discusses disadvantages like intermittency and land use impacts. The document describes different types of wind turbines including horizontal and vertical axis designs. It provides information on wind resources and wind power potential in the United States. Key concepts in wind turbine operation and aerodynamics are explained like Betz's law. Cost trends for wind power and the future outlook of the industry are also summarized.
Integrated solar photovoltaic and thermal system for enhanced energy efficiencylenses
The document presents a study on developing an integrated solar photovoltaic and thermal (PV/T) system to improve energy efficiency. The study aims to build a PV/T system, experimentally evaluate its thermal and electrical efficiencies, and determine if it can enhance overall energy efficiency. A PV/T prototype was constructed and tested over multiple days. Results showed the thermal efficiency was influenced by heat exchange conditions and peaked twice for electrical efficiency. Overall, the PV/T system improved electrical performance and increased total energy efficiency compared to independent PV and thermal systems.
Generation of electrcity from gasoline engine waste heatAlexander Decker
This document summarizes a study that investigated using thermoelectric generators (TEGs) to generate electricity from the waste heat of a gasoline engine. The study included:
1) Setting up a test rig with a Cussons gasoline engine and attaching TEGs to the exhaust pipe and cooling water pipe to recover waste heat.
2) Performing experiments under idle and load conditions of the engine and measuring the electrical output of the TEGs.
3) Finding that while the overall efficiency of the TEGs was low due to irreversibilities, the output power established that usable electrical power can be obtained from engine waste heat.
This document discusses various renewable power generation sources including wind, solar, biogas, ocean thermal, tidal, geothermal, and magnetohydrodynamic energy. For each source, it provides details on the basic working principles and components. The advantages of renewable sources are their clean, environmentally-friendly nature along with abundant availability. However, their disadvantages include unreliability, lower efficiency and high capital costs. Site selection factors are also outlined for different renewable technologies.
Is land really a constraint for the utilization of solar energy in India? Vinodkumar Patil
This document compares the land use requirements of solar energy to other conventional energy sources such as coal, nuclear, and hydroelectric power. It discusses two parameters for analyzing land use: land transformation and land occupation. Land transformation refers to the direct and indirect land areas needed for power generation and upstream/downstream processes. Coal and nuclear require land for mining activities and transportation, while hydro needs large areas for dams. Solar requires less land than hydro but comparable amounts to coal and nuclear. Land occupation considers how long it takes land to recover from energy production and how it is qualitatively degraded. The document estimates that generating 3400 TWh/yr of electricity from solar in India would require 0.97% of total land area or 3.
Modeling and Analysis of Hybrid Solar/Wind Power System for a Small CommunityIOSR Journals
The document models and analyzes a hybrid solar/wind power system for a small community in Maiduguri, Nigeria. Data on solar radiation, temperature, and wind speed from 2002-2004 is used to simulate the power output of a photovoltaic array, wind turbine, and their combination in a hybrid system using MATLAB/Simulink. The results show the hybrid system is capable of meeting the community's 2.015 kW load demand throughout the year except in July, and that months with higher solar radiation or wind speeds yield more power. Combining solar and wind resources provides a more reliable off-grid power solution than either resource alone.
The present research shows the effect of dust accumulation on the surface of photovoltaic (PV) modules, which cause losses in their output power. We got 28% of losses in output power at Madinah city during 60 days of dust accumulation. Two ways were used to study the effect of dust on the PV modules of type monocrystalline silicon: the quantitative and the qualitative approaches respectively. A model based on dust density is used to determine the losses of output PV power. We propose to add an important parameter noted dust accumulation coefficient (%/mg.cm-2), in data sheet of PV modules manufacturer. In addition, an intelligent cleaning system is proposed, using the notion of dust density, to start cleaning when an admissible value of power losses is reached. This process allows minimizing the effect of dust.
Effect of pollution and dust on PV performanceIJCMESJOURNAL
This document summarizes an experimental study that evaluated the effect of three Iraqi construction materials (cement, plaster, and borax) on the performance of photovoltaic (PV) cells. The materials were applied in weights from 2 to 10 grams to PV cell samples. Plaster was found to have the greatest negative impact on current, power, and efficiency of the cells, reducing efficiency by up to 25.8% compared to clean cells. Borax had the smallest effect on current and caused the lowest degradation to PV cell performance. The results indicate the importance of keeping PV surfaces clean to maximize their economic benefits.
This study examines the impact of four environmental factors - dust accumulation, water droplets, bird droppings, and partial shading conditions - on photovoltaic (PV) system performance. The results show that dust accumulation, shading, and bird fouling significantly reduce PV current, voltage, and harvested energy. Shading had the strongest negative effect, with power reduction of 33.7-92.6% depending on the shaded area. However, water droplets decreased PV panel temperature and slightly increased power output. Dust reduced power by 8.8% and efficiency by 11.86%. Bird fouling reduced performance by around 7.4%. The study provides quantitative analysis of how each factor individually affects key PV parameters and overall system
This study examines the impact of four environmental factors - dust accumulation, water droplets, bird droppings, and partial shading conditions - on photovoltaic (PV) system performance. The results show that dust accumulation, shading, and bird fouling significantly reduce PV current, voltage, and harvested energy. Shading had the strongest negative effect, with power reduction of 33.7-92.6% depending on the shaded area. However, water droplets decreased PV panel temperature and slightly increased power output. Dust reduced power by 8.8% and efficiency by 11.86%. Bird fouling reduced performance by around 7.4%. The study provides quantitative analysis of how each factor individually affects key PV parameters and overall system
This document reviews the effect of environmental factors like dust, temperature, and wind on photovoltaic module performance. Dust deposition reduces light transmission and module output, and high temperatures also decrease efficiency. Wind can help remove dust but also spread it; higher wind speeds generally result in lower module temperatures through increased cooling. The document examines past research on these impacts and promising strategies for mitigating dust accumulation, like electrostatic cleaning and surface treatments.
The document discusses an automated cleaning system for removing dust from solar photovoltaic (PV) modules. Dust accumulation reduces light transmission and PV performance. The system uses a combination of mechanical cleaning methods like water jets, air jets, and module vibration on an 8 kW pilot-scale PV testbed in Saudi Arabia. Preliminary results found that water jets were most effective at increasing array power output by over 27% by removing sand, while air jets and vibration were less effective. The testbed allows testing different cleaning combinations and solutions to minimize water and energy use for cleaning large-scale PV arrays.
This document reviews various methods for cleaning solar photovoltaic panels to remove dust accumulation and improve efficiency. It discusses electrostatic cleaning systems that use electric fields to remove charged and uncharged dust particles. It also describes mechanical cleaning methods using wipers, brushes and vibrations driven by motors or piezoelectric transducers. Additionally, the document outlines microcontroller-based automatic cleaning robots and self-cleaning techniques using superhydrophobic coatings and nanoscale structures to prevent dust adhesion. Cleaning is important as dust deposition can reduce panel output by over 80% without maintenance.
effect of environmental variables on photovoltaic performance based on experi...IJCMESJOURNAL
This paper investigated the effect of environment variables on Photovoltaic PV performance. It is surely understood that local climate can dramatically affect the power generation from a PV system. The most obvious components are the solar radiation hitting the panels, air temperature, humidity and wind speed. The local climatic conditions and precipitation influence the extent to which the panels get to be dusty or polluted, which affects the electrical power generation. The high air temperature caused a reduction in the PV panel output power rated from 1.85 to 20.22%, as well as, increased relative humidity where the largest decline recorded was 32.24%. The wind has a cooling effect on the PV panel that limits the power reduction due to increased solar radiation or panel back temperature. Besides, the wind blows away the accumulated dust that enhances the resulted PV panel power.
Case Study of Solar Power Plant Generation And Their Factors AffectingIRJET Journal
This document discusses factors affecting the performance of solar power plants. It begins by introducing solar energy as a renewable and sustainable energy source. It then discusses how environmental conditions like dust can impact the performance of photovoltaic systems, reducing power output. Various dust removal and panel coating techniques are examined from previous studies. Implementation costs for a 1MW ground-mounted solar plant are estimated to be around INR 4-5 crores. Expected power generation from such a plant in Tamil Nadu is around 4.5kW per kW of panels installed. The return on investment for a 1MW plant is estimated to be around 8.5 years. Proper site selection is also highlighted as an important factor influencing generation and material performance.
1. The document presents a research proposal that will study the effect of environmental factors like temperature, humidity, and weather conditions on the performance of solar photovoltaic panels located at five different stations in Iraq.
2. It outlines the background research that has been done on how factors like temperature, humidity, wind speed, and aerosols can impact solar panel efficiency. It also presents the research questions and hypotheses about how environmental conditions may change the energy output of solar panels.
3. The proposed methodology is to analyze solar radiation and performance data from the five stations under varying weather to study the effects of environmental factors on solar panel performance.
1. The document presents a research proposal that will investigate the effect of environmental factors like temperature, humidity, and weather conditions on the performance of solar photovoltaic panels located at five different stations in Iraq.
2. The research will analyze performance data from the solar panels under varying environmental conditions to determine how factors like temperature increases or humidity impact the energy output rate.
3. Previous studies have found that temperature is inversely related to solar panel efficiency and that humidity can decrease efficiency through droplets on the panel surface or rusting of metal components.
This study investigated the impact of dust deposition on photovoltaic panel performance by comparing the I-V curves of identical panels with and without dust under indoor and outdoor conditions. Indoor testing found dust reduced short circuit current by 30-40% and power output by 45-55%, while outdoor testing found reductions of 4-5% in current and 5-6% in power. Both settings found dust did not significantly impact open circuit voltage. The study concluded that dust deposition significantly reduces panel performance and I-V curve analysis can be used to quantify power losses and economic impacts for PV plants from dust accumulation.
Experimental Analysis of Factors Affecting the Power Output of the PV Module IJECEIAES
Energy is the driving force in all the sectors as it acts like an index of standard of living or prosperity of the people of the country. However heavy dependence on fossil fuels leads to global warming, hence there is a need for the use of clean, sustainable, and eco friendly form of energy. Among the various types of non-conventional energy solar energy is the fundamental as it is abundant, pollution free and universally available.Even though the main input to the PV system is the solar radiation still there are other factors which affects the efficiency of the pv module. In this paper real time experiment has been conducted to analyze the effect of various factors like irradiance, temperature, and angle of tilt, soiling, shading on the power output of the pv module. Temperature is a negative factor which reduces the efficiency of the module and can be reduced by various cooling arrangements. Presence of dust particles and shading obstructs the incident solar radiations entering the panel and the effect is seen in the iv and pv curve .For better performance solar tracking at maximum power point is suggested to improve the power output of the pv module.
Solar energy fails to hold widespread use due to its low efficiency and high maintenance costs from dust settling on panels. However, these issues can be addressed by an electrostatic dust removal mechanism and using perovskites. The mechanism involves electrically charging dust particles so that they are repelled from the solar panel's surface. Additionally, forming an opaque perovskite layer over panels can increase efficiency. When both methods are combined, efficiency increases drastically and makes solar energy more practical for large-scale use.
The document summarizes a study that measured photovoltaic (PV) performance, ambient dust levels, and weather conditions in Doha, Qatar from June to December 2014. Three PV arrays were monitored - one cleaned every week, one every two months, and one every six months. A "cleanness index" showed the arrays cleaned every six months lost on average 0.0042 of performance per day, while the two-month cleaned arrays lost 0.0045 per day. Daily changes in cleanness index were negatively correlated with dust levels and humidity but positively correlated with wind speed. A regression model related cleanness index changes to dust, wind, and humidity and showed dust deposition significantly reduced PV power generation
Solar cells are devices that use the photovoltaic effect to convert the energy of light directly into electricity, producing electrical charges that can move freely in semiconductors. The process was discovered as early as 1839, but the first solar cell was introduced by Bell executives in 1954. The first generation of solar cells was produced on silicon wafers either using monocrystalline or polycrystalline silicon crystals. The most recent and promising generation of solar cells consists of concentrated solar cells, polymer based solar cells, dye sensitized solar cells, nanocrystal based solar cells, and perovskite based solar cells. Over the last decades, conducting polymers have revealed to be ideal candidates for the photovoltaics in solar cells, and the use of CNTs to improve their efficiency has been investigated. The addition of CNTs improves the charge conduction, the optoelectronic properties, and the thermal and chemical properties of the cells. In this review we will discuss effect of dust on solar cells performance. Manoj Lakhan "Effect of Dust on Performance of Solar Cell" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-5 , August 2022, URL: https://www.ijtsrd.com/papers/ijtsrd50607.pdf Paper URL: https://www.ijtsrd.com/engineering/electrical-engineering/50607/effect-of-dust-on-performance-of-solar-cell/manoj-lakhan
lable at ScienceDirectJournal of Electrostatics 73 (2015) .docxDIPESH30
1. Researchers developed an electrostatic cleaning system that uses parallel wire electrodes embedded in the cover glass of solar panels to remove sand. A single-phase high voltage applied to the wires generates a standing electrostatic wave that repels over 90% of adhered sand from the inclined panel surface.
2. The system performance was improved by optimizing the electrode configuration and introducing natural wind over the panel surface. Even with extremely high sand deposition of over 300g/m2, the system was able to remove sand when wind was present.
3. Testing showed the system effectively removes sand particles between 25-300 micrometers in diameter. It has very low power consumption compared to the solar panel output, and could increase the
Hydro Photovoltaic Technology- A new approachRupal Jain
A brief description about hydro photovoltaic technology- PV panels on water bodies to improve their efficiency and to reduce water evaporation losses. A government scheme on this technology in Khandwa district MP state
The document describes models developed to predict soiling-caused photovoltaic (PV) power output degradation in Doha, Qatar based on environmental variables. Field data on PV performance and dust concentration, wind speed, and relative humidity were collected. A linear model and a semi-physical model were developed to correlate daily changes in PV performance (∆CI) with the daily average environmental conditions. The semi-physical model, which considers dust deposition and resuspension processes, predicted daily ∆CI slightly more accurately than the linear model based on R-squared values. However, both models performed roughly the same in predicting ∆CI over longer periods. The results suggest it is possible to use the models to estimate PV
This document analyzes soiling losses for different solar photovoltaic technologies installed on the rooftop of an Infosys building in Bangalore, India over a one month period. Soiling, or the accumulation of dust on solar panels, reduces efficiency. The study found soiling losses ranged from 1-9% initially to 17-22% after one month, with cadmium telluride panels experiencing the highest losses. Losses were quantified by comparing generation of cleaned versus uncleaned panels of each technology. The study provides field data on how dust impacts performance of different solar modules in a metropolitan environment.
Similar to Experimental study of the impact of dust on azimuth tracking solar PV in Sharjah (20)
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Neural network optimizer of proportional-integral-differential controller par...IJECEIAES
Wide application of proportional-integral-differential (PID)-regulator in industry requires constant improvement of methods of its parameters adjustment. The paper deals with the issues of optimization of PID-regulator parameters with the use of neural network technology methods. A methodology for choosing the architecture (structure) of neural network optimizer is proposed, which consists in determining the number of layers, the number of neurons in each layer, as well as the form and type of activation function. Algorithms of neural network training based on the application of the method of minimizing the mismatch between the regulated value and the target value are developed. The method of back propagation of gradients is proposed to select the optimal training rate of neurons of the neural network. The neural network optimizer, which is a superstructure of the linear PID controller, allows increasing the regulation accuracy from 0.23 to 0.09, thus reducing the power consumption from 65% to 53%. The results of the conducted experiments allow us to conclude that the created neural superstructure may well become a prototype of an automatic voltage regulator (AVR)-type industrial controller for tuning the parameters of the PID controller.
An improved modulation technique suitable for a three level flying capacitor ...IJECEIAES
This research paper introduces an innovative modulation technique for controlling a 3-level flying capacitor multilevel inverter (FCMLI), aiming to streamline the modulation process in contrast to conventional methods. The proposed
simplified modulation technique paves the way for more straightforward and
efficient control of multilevel inverters, enabling their widespread adoption and
integration into modern power electronic systems. Through the amalgamation of
sinusoidal pulse width modulation (SPWM) with a high-frequency square wave
pulse, this controlling technique attains energy equilibrium across the coupling
capacitor. The modulation scheme incorporates a simplified switching pattern
and a decreased count of voltage references, thereby simplifying the control
algorithm.
A review on features and methods of potential fishing zoneIJECEIAES
This review focuses on the importance of identifying potential fishing zones in seawater for sustainable fishing practices. It explores features like sea surface temperature (SST) and sea surface height (SSH), along with classification methods such as classifiers. The features like SST, SSH, and different classifiers used to classify the data, have been figured out in this review study. This study underscores the importance of examining potential fishing zones using advanced analytical techniques. It thoroughly explores the methodologies employed by researchers, covering both past and current approaches. The examination centers on data characteristics and the application of classification algorithms for classification of potential fishing zones. Furthermore, the prediction of potential fishing zones relies significantly on the effectiveness of classification algorithms. Previous research has assessed the performance of models like support vector machines, naïve Bayes, and artificial neural networks (ANN). In the previous result, the results of support vector machine (SVM) were 97.6% more accurate than naive Bayes's 94.2% to classify test data for fisheries classification. By considering the recent works in this area, several recommendations for future works are presented to further improve the performance of the potential fishing zone models, which is important to the fisheries community.
Electrical signal interference minimization using appropriate core material f...IJECEIAES
As demand for smaller, quicker, and more powerful devices rises, Moore's law is strictly followed. The industry has worked hard to make little devices that boost productivity. The goal is to optimize device density. Scientists are reducing connection delays to improve circuit performance. This helped them understand three-dimensional integrated circuit (3D IC) concepts, which stack active devices and create vertical connections to diminish latency and lower interconnects. Electrical involvement is a big worry with 3D integrates circuits. Researchers have developed and tested through silicon via (TSV) and substrates to decrease electrical wave involvement. This study illustrates a novel noise coupling reduction method using several electrical involvement models. A 22% drop in electrical involvement from wave-carrying to victim TSVs introduces this new paradigm and improves system performance even at higher THz frequencies.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Bibliometric analysis highlighting the role of women in addressing climate ch...IJECEIAES
Fossil fuel consumption increased quickly, contributing to climate change
that is evident in unusual flooding and draughts, and global warming. Over
the past ten years, women's involvement in society has grown dramatically,
and they succeeded in playing a noticeable role in reducing climate change.
A bibliometric analysis of data from the last ten years has been carried out to
examine the role of women in addressing the climate change. The analysis's
findings discussed the relevant to the sustainable development goals (SDGs),
particularly SDG 7 and SDG 13. The results considered contributions made
by women in the various sectors while taking geographic dispersion into
account. The bibliometric analysis delves into topics including women's
leadership in environmental groups, their involvement in policymaking, their
contributions to sustainable development projects, and the influence of
gender diversity on attempts to mitigate climate change. This study's results
highlight how women have influenced policies and actions related to climate
change, point out areas of research deficiency and recommendations on how
to increase role of the women in addressing the climate change and
achieving sustainability. To achieve more successful results, this initiative
aims to highlight the significance of gender equality and encourage
inclusivity in climate change decision-making processes.
Voltage and frequency control of microgrid in presence of micro-turbine inter...IJECEIAES
The active and reactive load changes have a significant impact on voltage
and frequency. In this paper, in order to stabilize the microgrid (MG) against
load variations in islanding mode, the active and reactive power of all
distributed generators (DGs), including energy storage (battery), diesel
generator, and micro-turbine, are controlled. The micro-turbine generator is
connected to MG through a three-phase to three-phase matrix converter, and
the droop control method is applied for controlling the voltage and
frequency of MG. In addition, a method is introduced for voltage and
frequency control of micro-turbines in the transition state from gridconnected mode to islanding mode. A novel switching strategy of the matrix
converter is used for converting the high-frequency output voltage of the
micro-turbine to the grid-side frequency of the utility system. Moreover,
using the switching strategy, the low-order harmonics in the output current
and voltage are not produced, and consequently, the size of the output filter
would be reduced. In fact, the suggested control strategy is load-independent
and has no frequency conversion restrictions. The proposed approach for
voltage and frequency regulation demonstrates exceptional performance and
favorable response across various load alteration scenarios. The suggested
strategy is examined in several scenarios in the MG test systems, and the
simulation results are addressed.
Enhancing battery system identification: nonlinear autoregressive modeling fo...IJECEIAES
Precisely characterizing Li-ion batteries is essential for optimizing their
performance, enhancing safety, and prolonging their lifespan across various
applications, such as electric vehicles and renewable energy systems. This
article introduces an innovative nonlinear methodology for system
identification of a Li-ion battery, employing a nonlinear autoregressive with
exogenous inputs (NARX) model. The proposed approach integrates the
benefits of nonlinear modeling with the adaptability of the NARX structure,
facilitating a more comprehensive representation of the intricate
electrochemical processes within the battery. Experimental data collected
from a Li-ion battery operating under diverse scenarios are employed to
validate the effectiveness of the proposed methodology. The identified
NARX model exhibits superior accuracy in predicting the battery's behavior
compared to traditional linear models. This study underscores the
importance of accounting for nonlinearities in battery modeling, providing
insights into the intricate relationships between state-of-charge, voltage, and
current under dynamic conditions.
Smart grid deployment: from a bibliometric analysis to a surveyIJECEIAES
Smart grids are one of the last decades' innovations in electrical energy.
They bring relevant advantages compared to the traditional grid and
significant interest from the research community. Assessing the field's
evolution is essential to propose guidelines for facing new and future smart
grid challenges. In addition, knowing the main technologies involved in the
deployment of smart grids (SGs) is important to highlight possible
shortcomings that can be mitigated by developing new tools. This paper
contributes to the research trends mentioned above by focusing on two
objectives. First, a bibliometric analysis is presented to give an overview of
the current research level about smart grid deployment. Second, a survey of
the main technological approaches used for smart grid implementation and
their contributions are highlighted. To that effect, we searched the Web of
Science (WoS), and the Scopus databases. We obtained 5,663 documents
from WoS and 7,215 from Scopus on smart grid implementation or
deployment. With the extraction limitation in the Scopus database, 5,872 of
the 7,215 documents were extracted using a multi-step process. These two
datasets have been analyzed using a bibliometric tool called bibliometrix.
The main outputs are presented with some recommendations for future
research.
Use of analytical hierarchy process for selecting and prioritizing islanding ...IJECEIAES
One of the problems that are associated to power systems is islanding
condition, which must be rapidly and properly detected to prevent any
negative consequences on the system's protection, stability, and security.
This paper offers a thorough overview of several islanding detection
strategies, which are divided into two categories: classic approaches,
including local and remote approaches, and modern techniques, including
techniques based on signal processing and computational intelligence.
Additionally, each approach is compared and assessed based on several
factors, including implementation costs, non-detected zones, declining
power quality, and response times using the analytical hierarchy process
(AHP). The multi-criteria decision-making analysis shows that the overall
weight of passive methods (24.7%), active methods (7.8%), hybrid methods
(5.6%), remote methods (14.5%), signal processing-based methods (26.6%),
and computational intelligent-based methods (20.8%) based on the
comparison of all criteria together. Thus, it can be seen from the total weight
that hybrid approaches are the least suitable to be chosen, while signal
processing-based methods are the most appropriate islanding detection
method to be selected and implemented in power system with respect to the
aforementioned factors. Using Expert Choice software, the proposed
hierarchy model is studied and examined.
Enhancing of single-stage grid-connected photovoltaic system using fuzzy logi...IJECEIAES
The power generated by photovoltaic (PV) systems is influenced by
environmental factors. This variability hampers the control and utilization of
solar cells' peak output. In this study, a single-stage grid-connected PV
system is designed to enhance power quality. Our approach employs fuzzy
logic in the direct power control (DPC) of a three-phase voltage source
inverter (VSI), enabling seamless integration of the PV connected to the
grid. Additionally, a fuzzy logic-based maximum power point tracking
(MPPT) controller is adopted, which outperforms traditional methods like
incremental conductance (INC) in enhancing solar cell efficiency and
minimizing the response time. Moreover, the inverter's real-time active and
reactive power is directly managed to achieve a unity power factor (UPF).
The system's performance is assessed through MATLAB/Simulink
implementation, showing marked improvement over conventional methods,
particularly in steady-state and varying weather conditions. For solar
irradiances of 500 and 1,000 W/m2
, the results show that the proposed
method reduces the total harmonic distortion (THD) of the injected current
to the grid by approximately 46% and 38% compared to conventional
methods, respectively. Furthermore, we compare the simulation results with
IEEE standards to evaluate the system's grid compatibility.
Enhancing photovoltaic system maximum power point tracking with fuzzy logic-b...IJECEIAES
Photovoltaic systems have emerged as a promising energy resource that
caters to the future needs of society, owing to their renewable, inexhaustible,
and cost-free nature. The power output of these systems relies on solar cell
radiation and temperature. In order to mitigate the dependence on
atmospheric conditions and enhance power tracking, a conventional
approach has been improved by integrating various methods. To optimize
the generation of electricity from solar systems, the maximum power point
tracking (MPPT) technique is employed. To overcome limitations such as
steady-state voltage oscillations and improve transient response, two
traditional MPPT methods, namely fuzzy logic controller (FLC) and perturb
and observe (P&O), have been modified. This research paper aims to
simulate and validate the step size of the proposed modified P&O and FLC
techniques within the MPPT algorithm using MATLAB/Simulink for
efficient power tracking in photovoltaic systems.
Adaptive synchronous sliding control for a robot manipulator based on neural ...IJECEIAES
Robot manipulators have become important equipment in production lines, medical fields, and transportation. Improving the quality of trajectory tracking for
robot hands is always an attractive topic in the research community. This is a
challenging problem because robot manipulators are complex nonlinear systems
and are often subject to fluctuations in loads and external disturbances. This
article proposes an adaptive synchronous sliding control scheme to improve trajectory tracking performance for a robot manipulator. The proposed controller
ensures that the positions of the joints track the desired trajectory, synchronize
the errors, and significantly reduces chattering. First, the synchronous tracking
errors and synchronous sliding surfaces are presented. Second, the synchronous
tracking error dynamics are determined. Third, a robust adaptive control law is
designed,the unknown components of the model are estimated online by the neural network, and the parameters of the switching elements are selected by fuzzy
logic. The built algorithm ensures that the tracking and approximation errors
are ultimately uniformly bounded (UUB). Finally, the effectiveness of the constructed algorithm is demonstrated through simulation and experimental results.
Simulation and experimental results show that the proposed controller is effective with small synchronous tracking errors, and the chattering phenomenon is
significantly reduced.
Remote field-programmable gate array laboratory for signal acquisition and de...IJECEIAES
A remote laboratory utilizing field-programmable gate array (FPGA) technologies enhances students’ learning experience anywhere and anytime in embedded system design. Existing remote laboratories prioritize hardware access and visual feedback for observing board behavior after programming, neglecting comprehensive debugging tools to resolve errors that require internal signal acquisition. This paper proposes a novel remote embeddedsystem design approach targeting FPGA technologies that are fully interactive via a web-based platform. Our solution provides FPGA board access and debugging capabilities beyond the visual feedback provided by existing remote laboratories. We implemented a lab module that allows users to seamlessly incorporate into their FPGA design. The module minimizes hardware resource utilization while enabling the acquisition of a large number of data samples from the signal during the experiments by adaptively compressing the signal prior to data transmission. The results demonstrate an average compression ratio of 2.90 across three benchmark signals, indicating efficient signal acquisition and effective debugging and analysis. This method allows users to acquire more data samples than conventional methods. The proposed lab allows students to remotely test and debug their designs, bridging the gap between theory and practice in embedded system design.
Detecting and resolving feature envy through automated machine learning and m...IJECEIAES
Efficiently identifying and resolving code smells enhances software project quality. This paper presents a novel solution, utilizing automated machine learning (AutoML) techniques, to detect code smells and apply move method refactoring. By evaluating code metrics before and after refactoring, we assessed its impact on coupling, complexity, and cohesion. Key contributions of this research include a unique dataset for code smell classification and the development of models using AutoGluon for optimal performance. Furthermore, the study identifies the top 20 influential features in classifying feature envy, a well-known code smell, stemming from excessive reliance on external classes. We also explored how move method refactoring addresses feature envy, revealing reduced coupling and complexity, and improved cohesion, ultimately enhancing code quality. In summary, this research offers an empirical, data-driven approach, integrating AutoML and move method refactoring to optimize software project quality. Insights gained shed light on the benefits of refactoring on code quality and the significance of specific features in detecting feature envy. Future research can expand to explore additional refactoring techniques and a broader range of code metrics, advancing software engineering practices and standards.
Smart monitoring technique for solar cell systems using internet of things ba...IJECEIAES
Rapidly and remotely monitoring and receiving the solar cell systems status parameters, solar irradiance, temperature, and humidity, are critical issues in enhancement their efficiency. Hence, in the present article an improved smart prototype of internet of things (IoT) technique based on embedded system through NodeMCU ESP8266 (ESP-12E) was carried out experimentally. Three different regions at Egypt; Luxor, Cairo, and El-Beheira cities were chosen to study their solar irradiance profile, temperature, and humidity by the proposed IoT system. The monitoring data of solar irradiance, temperature, and humidity were live visualized directly by Ubidots through hypertext transfer protocol (HTTP) protocol. The measured solar power radiation in Luxor, Cairo, and El-Beheira ranged between 216-1000, 245-958, and 187-692 W/m 2 respectively during the solar day. The accuracy and rapidity of obtaining monitoring results using the proposed IoT system made it a strong candidate for application in monitoring solar cell systems. On the other hand, the obtained solar power radiation results of the three considered regions strongly candidate Luxor and Cairo as suitable places to build up a solar cells system station rather than El-Beheira.
An efficient security framework for intrusion detection and prevention in int...IJECEIAES
Over the past few years, the internet of things (IoT) has advanced to connect billions of smart devices to improve quality of life. However, anomalies or malicious intrusions pose several security loopholes, leading to performance degradation and threat to data security in IoT operations. Thereby, IoT security systems must keep an eye on and restrict unwanted events from occurring in the IoT network. Recently, various technical solutions based on machine learning (ML) models have been derived towards identifying and restricting unwanted events in IoT. However, most ML-based approaches are prone to miss-classification due to inappropriate feature selection. Additionally, most ML approaches applied to intrusion detection and prevention consider supervised learning, which requires a large amount of labeled data to be trained. Consequently, such complex datasets are impossible to source in a large network like IoT. To address this problem, this proposed study introduces an efficient learning mechanism to strengthen the IoT security aspects. The proposed algorithm incorporates supervised and unsupervised approaches to improve the learning models for intrusion detection and mitigation. Compared with the related works, the experimental outcome shows that the model performs well in a benchmark dataset. It accomplishes an improved detection accuracy of approximately 99.21%.
Design and optimization of ion propulsion dronebjmsejournal
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Null Bangalore | Pentesters Approach to AWS IAMDivyanshu
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
Experimental study of the impact of dust on azimuth tracking solar PV in Sharjah
1. International Journal of Electrical and Computer Engineering (IJECE)
Vol. 11, No. 5, October 2021, pp. 3671~3681
ISSN: 2088-8708, DOI: 10.11591/ijece.v11i5.pp3671-3681 3671
Journal homepage: http://ijece.iaescore.com
Experimental study of the impact of dust on azimuth tracking
solar PV in Sharjah
Mohamed A. M. Abdelsalam1
, Fahad Faraz Ahmad2
, Abdul-Kadir Hamid3
, Chaouki Ghenai4
,
Oussama Rejeb5
, Monadhel Alchadirchy6
, Waleed Obaid7
, Mamdouh El Haj Assad8
1,2,4,5
Research Institute for Science and Engineering, University of Sharjah, Sharjah, UAE
3,7
Electrical and Computer Engineering Department, College of Engineering, University of Sharjah, Sharjah, UAE
1,4,6,8
Sustainable and Renewable Energy Engineering Department, College of Engineering, University of Sharjah,
Sharjah, UAE
Article Info ABSTRACT
Article history:
Received Oct 6, 2020
Revised Feb 27, 2021
Accepted Mar 16, 2021
Dust is one of the significant constraints in utilizing solar photovoltaic
systems under harsh weather conditions in the desert regions due to creating
a shadow that blocks solar irradiance from reaching solar cells and
consequently, significantly reducing their efficiency. In this research,
experimental study was performed to comprehend the nature of dust particles
and their impact on the electrical power output that is generated from
azimuth tracking solar PV modules under Sharjah environmental conditions
in winter season. According to laboratory experiments, the power losses are
linearly related to the dust accumulated density on the surface of the solar
panel with a slope of 1.27% per g/m2. The conducted Outdoor studies
revealed that the absolute reduction in output power increased by 8.46% after
41 continuous days with one low-intensity rainy day. The linear relationship
obtained from indoor experiments was applied later to estimate the dust
deposited density on the outdoor setup. The results showed that a regular
cleaning process every two weeks is recommended to maintain the
performance and to avoid the soiling loss. This work will help engineers in
the solar PV plants to forecast the dust impact and figure out the regularity of
the cleaning process in case of single axis tracking systems.
Keywords:
Dust accumulation
Dust characterization
Power loss
Solar energy
This is an open access article under the CC BY-SA license.
Corresponding Author:
Mohamed A. M. Abdelsalam
Research Institute for Science and Engineering
University of Sharjah
Sharjah, United Arab Emirates
Email: mabdalsalam13@gmail.com
1. INTRODUCTION
Recently, environmental impacts and rapid growth in energy demand have raised concerns in
utilizing solar power as a clean and renewable source for energy production around the globe [1]. The United
Arab Emirates, in addition to other Middle Eastern and North African countries, has a bright future for solar
energy deployment because of its strategical location in the global Sun Belt region. This location gave the
country high global irradiance in the range of 1900 to 2300 kWh/m2 [2]. The population growth, quick
industrialization, and rapid increase in water need from desalination plants have led to high energy demands
that require various solutions. As claimed by Business Monitor International, a significant rise is predicted in
the yearly power demand of the nation during the time interval from 2012 to 2021, parallel to this prediction,
the annual power consumption is expected to increase by 5.6% [3]. United Arab Emirates receives a high
exposure to solar irradiance since there are 350 sunny days out of 365 annually. The total energy obtained
2. ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 5, October 2021 : 3671 - 3681
3672
from the sun is approximately 6.5 kWh/m2 per day and this amount is varying with respect to the location
and season.
Nevertheless, PV performance in the arid area such as the gulf region is affected by several
parameters like temperature, humidity ratio, average wind speed, and dust. Many previous studies
investigated the impact of these parameters in the region, especially in UAE [4], [5]. Mohandes et al.
investigated the effect of environmental factors using 500 W copper indium diselenide PVs in United Arab
Emirates. It was revealed that due to low temperature at night in the dry areas, the dew could quickly be
generated on the surface of solar panels and catch the dust particles accumulated in the atmosphere. Later on,
when the temperature rose during daytime, dew evaporated and left behind a layer of dust. Moreover, it was
concluded that the output power would decrease rigorously as the humidity increases. Due to the deposition
of dust, the degradation in output power will reach 10% in 5 weeks [6]. Nonetheless, dust accumulation was
already reported to be the major constrain in desert climates. Consequently, a 50% drop in the power has
been reported in 6 months if the system is left without cleaning [7], [8].
The existence of dust in the surrounding environment forms a shading effect that limits the arrival of
irradiance to the solar module and scatters it [9], the deposition of dust particles also tends to increase the
effect of shading and stops the irradiance from touching the PV panel, leading to increased solar PV
temperature which affects the efficiency of the cell and decreases its output electrical power [10]. Various
research works in this area proved that the deposition of the dust particles on the PV modules leads to a
remarkable drop in their performance [11]. The dust deposition rate on the solar panels relies on different
factors, these factors are the inclination of the panel, the speed of the wind, humidity ratio, and the
environmental conditions [12].
Dust-linked photovoltaics’ efficiency degradation is significantly affected by the properties of the
deposited dust. Enormous research work proved that the effect of the soil on PV power output mainly relies
on the particles’ physicochemical characteristics [13]-[20]. These research investigations introduced 15 types
of dust in the atmosphere, six of these types, which are ash, limestone, red soil, CaCo3, Sio2, and sand, are
confirmed that they significantly affect the Photovoltaics’ efficiency when compared to other types of dust
[21]. Chemical composition of dust affects interaction with the transparent glass, this interaction influences
the performance of solar panel dust removal techniques [22]-[24]. Several theories suggested that it is highly
possible to mitigate soiling by coating the Photovoltaic panel surface with a hydrophilic or hydrophobic
substance. Nevertheless, it was demonstrated that the strong adhesive energy between the soil particles and
the transparent glass surface is a complicated event and not uniquely dependable on the glass specifications.
Other factors are also considered such as particle properties and weather conditions. The mentioned theories
indicate the essential role of investigating the properties of accumulated pollutants [25].
The performance degradation that is mainly related to dust deposition is affected also by the shape
and size of the accumulated particles [26], [27]. Particle size is the main factor that causes solar irradiance
distribution and scattering, therefore, it deteriorates Photovoltaics’ efficiency. The considerable propensity
for large dust particles allow deposition of small particles due to low wind velocity [28]. Finer particles may
also lead to more deterioration of solar panels’ performance than larger particles for equal dust weight. Tiny
particles, which have bigger surface volume, can be scattered homogenously when compared to the coarser
and big dust particles. In general, there are few studies on the size and shape of dust deposited over solar
modules in the arid environment.
Hachicha et al. inspected the influence of the dust particles on the output power of solar modules
experimentally. The gathered dust from the experiments was variable in shape and size (between 1.61 to
38.40 μm). Controlled lab tests showed that the electric power that is generated from the solar panels is
directly proportional to the dust density, indoor experiments showed that the system performance decreased
by a rate of 1.7 per g/m2 of the particles accumulated on the transparent surface [29].
Javed et al. checked the properties of the dust particles and the settlement rate with different periods
of exposure in Doha, Qatar. The authors examined the rate of accumulation of dust and the size of the
distributed particles. This work proved that the rate of accumulation increased proportionally with the
duration of the exposure until the point of relatively consistent values at steady exposure is reached for long
duration of time [8].
Adıgüzel et al. gathered several shapes and sizes of coal pollutants and investigated their influence
on the output power of the PV panels. The experimental work proved that higher weights of deposited coal
particles decreased the efficiency of the system, which proportionally increased the energy loss. The
deposited dust with smaller diameter but constant weight increased the energy loss as it do not let more
radiation reach the surface of the PV cells unlike larger particles [30].
Gholami et al. performed a long experiment for 70 days to examine the influence of dust settlement
on the power deterioration of the PV panels. The experimental work revealed that 21.47% from the total
output power decreased due to the accumulation of 6.0986 gram per meter square after 10 weeks on the
3. Int J Elec & Comp Eng ISSN: 2088-8708
Experimental study of the impact of dust on azimuth tracking solar PV in... (Mohamed A. M. Abdelsalam)
3673
transparent glass of the solar panel with a total absence of rain [31]. Chang studied the efficiency of solar
modules by utilizing an azimuth tracking system. Results from the experimental work revealed that the
azimuthal tracking performance is better than the fixed mounted solar panels by 18.7% [32]. Al Mohamad
designed and studied the output power of one-axis tracking system. His experimental results showed a
remarkable improvement of 20% in the performance of the tracking system compared to normal solar panels
[33].
The paper is organized as follows: The introduction that shows the previous studies and research
work of dust impact, the experimental setup which is categorized into three parts, the outdoor experiments,
the indoor experiments, and the dust characterization experiments, and the PV performance and dust
characteristics.
2. RESEARCH METHOD
The experimental setup in the current study was installed on the rooftop of the W-12 building of the
University of Sharjah campus in Sharjah, UAE. Its location is defined by the geographical coordinates of
latitude: 25° 34′ N and longitude: 55° 42′ E. The study was conducted within 6 weeks starting from 29th of
January 2020 to 10th
of March 2020. Two strings consist of six typical polycrystalline silicon solar panels
where three series panels are on each string, each panel has a rating of 320 W and each string has a rating of
960 Wp per string as shown in Figure 1. Table 1 show the electrical specifications of the solar panels. The tilt
angle was fixed at 20 degrees during the investigation. The PV System has a tracking mechanism using one-
axis mobility and azimuthal tracking strategy in the east-west direction. Initially, both strings are cleaned
thoroughly by water and a complete day profile is recorded to determine the initial power difference between
the reference and experiment strings. Afterwards, the reference string is cleaned each time before recording
the data and the other string is left without cleaning to determine the impact of dust on its glass surface.
Equipment and devices from solar photovoltaics energy lab at the University of Sharjah were used to log the
output power from the system. A small calibrated monocrystalline silicon solar module from Fronius was
used as a solar irradiance sensor with an annual average tolerance of ±5%. Regarding the ambient
temperature and module temperature sensor, PT1000 sensors with an accuracy of ±0.8 ℃ were utilized. To
complete the private weather station, a cup anemometer with reed contact was employed to measure the exact
wind velocity with a tolerance of ±5%. all sensors were installed with a data logger to collect the data. The
Profitest PV analyzer device from Gossen Metrawatt with a resolution of ±5% and reproducibility of ±2%
was used to measure and record the current-voltage and power voltage curves from both strings. The data
was collected each week from 9:00 am to 3:00 pm with a resolution of five minutes and sent directly to the
computer to analyze it.
Figure 1. Outdoor experimental setup
For the controlled environment experiment, a clean energy trainer experimental setup from
Heliocentris was used. A small polycrystalline based solar panel of 1.2 W was utilized. A graded and
calibrated lamp that would provide the 1000 W/m2 at a distance of 30 cm simulated the sun. The dust was
4. ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 5, October 2021 : 3671 - 3681
3674
carefully weighted using a sensitive balance from RAD WAG with an uncertainty of ±0.001 g and distributed
homogenously on the small PV panel utilizing a manual procedure. The tests were initiated by measuring the
reference I-V and P-V curves with a clean panel. 2 g/m2 of dust was added each time to reach cumulatively
up to 14 g/m2. In our scenario, the small photovoltaic panel was fixed at a 20-degree tilt to be consistent with
the outdoor experiments.
Table 1. Electrical specifications of the solar panels
Parameter Value
Type Polycrystalline
Maximum Power 320 W
Maximum Voltage 37.1 V
Maximum Current 8.63 A
Open Circuit Voltage 45.7 V
Short Circuit Current 9.04 A
Weight 23 kg
Dimensions 1956*992*50 mm
The dust characterization was conducted by utilizing the real dust samples which are picked from
the dusty string in the system. The gathered dust was initially sent to the Advanced Materials Laboratory to
be analyzed. By checking an electron beam that is connected with the particles, Tescan VEGA3 operated at
20 kV was utilized to perform the scanning electron microscopy (SEM) test. This test aims to receive a clear
visualization of the particles and their size. Maintaining the same SEM working voltage, X- Max 50 from
Oxford Instruments was used to achieve the energy dispersive X-ray spectroscopy analysis. The purpose of
the EDS test was to grant the discovery of the particles at the atomic level while exposing the sample to an
X-ray source. Due to the importance of analyzing the chemical composition of the dust particles, the X-ray
Fluorescence experiment was executed using the Horiba Microscope by determining the fluorescent radiated
from the particles after being exposed to a primary X-ray.
3. RESULTS AND DISCUSSION
The quantity of the dust settled on the transparent glass of the PV panels is mainly affected by
various influencers. For example, to optimize the solar irradiance that is received by the panel, the tilt angle
must be close or equal to the latitude of the location. Additionally, solar panels are usually adjusted to the
south direction in the northern part of the earth. Rainfall quantities and wind forces are influenced by the
weather status of the location and are difficult to be controlled.
Regarding this research work, results from the experiment work can be categorized into three major
categories. Initially, a dust sample, which is collected from the solar system, is sent to the X-ray lab to be
analyzed by its chemical composition and relative elemental concentrations. A controlled study in the lab is
then performed to determine the impact of dust on the PV power output and to find a correlation that relates
the dust density (g/m2) and power degradation. Finally, an outdoor study is conducted to investigate the
power deterioration that occurred due to accumulated dust under Sharjah weather conditions.
Gathered dust from the dusty string during the experiment was subjected to the X-ray analysis to
obtain the chemical composition and morphology of the particles. The size of the particles and their
arrangement on the transparent surface of the panel play an important role in creating shadow and
consequently decrease the power output from the panel. Finer and smaller dust particles show a tendency to
obstacle the irradiance beam with a few amount of gaps and thus significantly affects the PV performance
degradation [34]. The mentioned phenomena could easily be explained by assuming that tiny and soft dust
particles are homogenously dispersed when compared to the rough particles [35] and consequently lead to
diffusing the incident irradiation [34]. Under severe humidity weather conditions, the power drop could be
remarkably high and this occurs when finer particles stuck on the PV panel and form a sticky surface that is
difficult to clean using wind and air energies [36].
The SEM test in the advanced material lab showed that the settled dust particles on the solar string
are heterogeneous and not equal in the shape or size of the particles. Figure 2 represents the results received
from the SEM analysis at different magnification values. The size of the dust particles can be obtained by
using the scales on the bottom of the pictures, Figure 2(b) indicates that the average particle size can be
estimated to be 18 um.
The chemical composition analysis of the dust sample is a crucial test to understand the cohesion of
the particles on the surface of the solar panel and could help predicting the suitable cleaning technique. The
elemental composition of the dust sample was studied. EDS method was utilized to obtain the chemical
5. Int J Elec & Comp Eng ISSN: 2088-8708
Experimental study of the impact of dust on azimuth tracking solar PV in... (Mohamed A. M. Abdelsalam)
3675
composition of the dust particles. The results from the test in Figure 3(a) show a high dominancy of the
oxygen with a value of 45.3% followed by 29.3%, 8.8%, and 6.6% for carbon, calcium, and silicon
respectively.
(a) (b)
Figure 2. SEM test for the dust sample, (a) At 1000x magnification, (b) At 3000x magnification
Furthermore, XRF analysis was implemented to determine the relative masses of the minerals in the
dust sample. The obtained data from the analysis in Figure 3(b) showed that the calcium oxide has major
mass when compared to other minerals with a value of 36.67% followed by silicon oxide or silica with an
amount of 30.79 and iron III oxide with an average of 11%. Although the elemental content of the particles is
mainly affected by the industrial activities in the surrounding environment, the received data from the
morphological tests proved that the dust is significantly rich with calcium oxide that is consistent with other
research works in the same geographical location [29], [31]. The dominancy of calcium and silicon oxide
minerals in the dust sample shows the high donation from CaCo3 and Sio2 sands in the United Arab Emirates
which normally transfers by the dusty wind that emerges from the gulf area [8], [29], [31].
(a) (b)
Figure 3. Dust sample analysis tests, (a) EDS, (b) XRF
Weight
%
Mass
%
Mass
%
6. ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 5, October 2021 : 3671 - 3681
3676
The chemical content of particles reveals a form of organic materials and inorganic materials that
have strong and weak solubility in water. During extreme weather conditions and elevated levels of humidity,
minerals which have high solubility generate droplets that contain the low solubility substances. After losing
the moisture, the droplets generate a dry and adhesive layer on the glass surface of the solar panel which
contains only the low solubility minerals. The chemical properties among the morphological characteristics
of the dust are a key factor that affect the ability of adhesive energy for the particles. Moreover, applying the
new coating techniques such as anti-reflective layers may help in decreasing the strength of the adhesive
layer of the dust particles on the module and consequently facilitate the soiling cleaning process [37].
In a controlled experiment, the impact of dust on the power degradation (∆P) has been studied. The
collected dust from the outdoor experiment is weighted and homogeneously distributed on the examined
panel. The experiment starts with 2 g/m2 initially and then the weighted amount of dust is added to reach
14 g/m2 dust deposition. Three trails are conducted and the average values of theses trails are plotted in
Figure 4. A linear curve fitting is applied to get the relationship of power loss with respect to dust density.
This controlled experiment aims to find a relationship between dust settlement on the transparent surface and
the weight of the dust. An average power degradation of 1.27% per gram was observed with 17.77% at
14 g/m2. Thus, the dust deposition caused significant power degradation for the solar panel. The impact of
dust on the power degradation can be represented as (1):
%∆𝑃 = 1.269 × 𝐷𝑢𝑠𝑡 𝐷𝑒𝑛𝑠𝑖𝑡𝑦 (𝑔 𝑚2
⁄ ) (1)
Figure 4. Power loss as a function of dust density
Besides the controlled experiment, an outdoor experiment has been set up to study the impact of
naturally deposited dust on the performance of single-axis tracking solar system. The desert climatic
conditions of Sharjah are extreme, so it is feasible to study it under real climatic conditions. Initially, both
strings are cleaned with water to remove any previous dust accumulation and record the power production
from both strings over a period of one day as shown in Figure 5. This is required to determine any
discrepancy in output power between both strings due to manufacturing or systematic error. Figure 6
illustrates that both strings follow the irradiance profile and it was observed that there is a difference of
1.46% in output power.
A set of data was collected on 3rd
of Feb., 13th
of Feb., 18th
of Feb., 24th
of Feb., 3rd
March, and 10th
March. On 3rd
of Feb., initially, the first half of the day was densely clouded with mild clouds during the
afternoon. The 13th
and 24th
of February had weather conditions with mild clouds in the first half and
partially clouded in the afternoon. The 18th
of February had partial clouds throughout the day passing from
the test site. The 3rd
and 10th
of March were clear sunny days.
The comparison between the output power and the corresponding irradiance profiles are shown in
Figure 7. Initially, at the beginning of the experiment, the difference in the power production between the two
strings is 1.46%. This difference is deducted from the observed power difference to get the absolute power
difference as (2):
7. Int J Elec & Comp Eng ISSN: 2088-8708
Experimental study of the impact of dust on azimuth tracking solar PV in... (Mohamed A. M. Abdelsalam)
3677
%∆𝑃 = (
𝑃𝐶𝑙𝑒𝑎𝑛−𝑃Dusty
𝑃𝐶𝑙𝑒𝑎𝑛
) × 100 (2)
where Pclean represents the output power from the daily cleaned reference string and Pdusty exhibits the output
power in the dusty string. It is noteworthy that all measurements in this experiment for the two strings were
obtained during the same time and exact weather conditions and consequently, the impact of other
environmental influencers like ambient temperature, wind speed, and humidity are canceled out which makes
the quantity of the dust settled on the string’s surface to be the only effective factor in the comparison.
Figure 5. Weather conditions before starting the
experiment
Figure 6. Irradiance and output power from the
outdoor setup as a function of time before starting
the experiment
Figure 7. Irradiance and output power generated from the outdoor setup as a function of time
for different days
After five days, the absolute power difference is measured to be 1.08% followed by 2.59% after 15
days. The difference in the output power (3.94%) was observed at the end of 20 days followed by 4.67% after
8. ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 5, October 2021 : 3671 - 3681
3678
26 days. It is worth mentioning that a mild rain hit the site during the experiment period and as a result,
power degradation was less than expectations at that stage. After 34 days, the power degradation was 6.48%
while it was 8.47% after 41 days. The summary of the results is presented in Table 2 and Figure 8.
Table 2. Experimental results for the effect of dust study
Day Irradiance Temp. amb Wind Speed Temp.Panel Pmax_Ref Pmax_Dusty ΔP Total no. of
Days
Units W/m2
℃ m/s ℃ W W %
29 Jan. 796.14 23.50 1.32 45.97 617.00 607.98 0 0
03 Feb. 822.54 23.73 8.82 40.79 672.10 655.04 1.08 5
13 Feb. 851.12 22.77 4.58 43.31 675.01 647.69 2.59 15
18 Feb. 802.24 29.78 1.91 50.79 625.43 591.65 3.94 20
24 Feb. 848.96 32.63 1.65 56.01 625.17 586.85 4.67 26
03 Mar. 956.16 27.37 7.61 47.46 743.03 684.02 6.48 34
10 Mar. 948.72 28.54 3.88 51.90 725.13 653.16 8.47 41
Figure 8. Summary of dust effect
The main aim behind performing the indoor experiment is to come up with a mathematical
relationship that connects the dust quantity to the deterioration of electrical power production which leads
indirectly to estimating the amount of dust on the outdoor setup. By utilizing the extracted formula from the
controlled experiment, the amount of dust on the real system after 15 days was 2.04 g/m2 approximately
followed by 3.10 g/m2 after 20 days of exposure. The dust quantity after 26 days, 34 days, and 41 days was
estimated to be 3.68 g/m2, 4.75 g/m2, and 6.67 g/m2 respectively. It is worthy to indicate that after 15 days,
the absolute power drop was equal to 2.59% and in order to avoid this loss in the electrical power, a periodic
cleaning for the system every two weeks is recommended due to the significant issues that the lack of
cleaning can lead to such as increasing the module temperature and the sticky dirt accumulation which is
hard to clean.
In Saudi Arabia, Said and Walwil investigated the effect of dust fouling on the transmittance of the
PV module glass cover. The PV modules were tilted by 26 degrees and exposed for 45 days. The results
showed the average output power drop after five weeks without any cleaning process or raining event was
approximately equal to 6% [38]. Touati et al. investigated the impact of environmental conditions on solar
PV efficiency in Qatar's environment. The experimental studies revealed that the performance of the PV
panels reduced by around 10% after 100 days due to dust deposition on the surface of the PV panels [4]. In
Upper Egypt, Abdeen et al. measured the reduction in output power at various tilt angles compared to dust
accumulation which is represented as the number of days [39]. The results showed that the degradation of the
power output increased for low tilt angle and was equal 9.2% when the tilt angle was 15 degrees. Utilizing
high tilt angles such as 45 degrees reduced the dust deposition on the surface and consequently decreased the
reduction in output power to 4%. In Athens, the capital city of Greece, Kaldellis, and Kokala examined the
impact of dust on a fixed system with a tilt of 30 degrees. The key finding of the research work was that the
output power reduced by 6.5% in a period of eight weeks [40]. The comparison of the current study with
other research work is represnted in Table 3.
9. Int J Elec & Comp Eng ISSN: 2088-8708
Experimental study of the impact of dust on azimuth tracking solar PV in... (Mohamed A. M. Abdelsalam)
3679
Table 3. Comparison with other research works
Paper Location Orientation Duration Results
[38]
Saudi
Arabia
Fixed, 26 Five weeks
The average output power drop without any cleaning process was
approximately equal to 6%.
[4] Qatar Fixed 100 days The efficiency of the PVs reduced by around 10% due to dust deposition.
[39] Egypt Fixed,15,45 63 days
9.2% decrease in the power output when the tilt angle is 15.
4% decrease on the power output when the tilt angle is 45
[6] UAE Fixed,30 Five weeks The power drop after 5 weeks was approximately equal 10%
[8] UAE Fixed 25 Five months
The experimental study proved that the reduction in output power is
increased by the rate of 12.7% and the dust density increased by 5.44 g/m2
[40] Greece Fixed, 30 Eight weeks 6.5% power output reduction
Current
Study
UAE
Azimuth
Tracking, 20
41 days 8.47 % power degradation for 41 days
4. CONCLUSION
Dust settlement on the glass cover of the solar panels is one of the crucial obstacles in utilizing Solar
Photovoltaics systems under harsh weather conditions in desert regions such as United Arab Emirates. The
productivity of solar energy technologies is mainly reduced by dust accumulation within the daily exposure
periods. In this research study, an experimental examination was performed to measure the dust particles'
ability to settle on the surface of the PV modules in Sharjah and to study the nature of these pollutants by
performing a series of outdoor and indoor experiments. According to the dust characterization data, the
deposited dust on the solar panels has heterogeneous size and shape which was approximately less than or
equal to 18 um. That led to significant impact on power degradation. Dust deposition is the key factor that
influences the electrical properties of the Solar panels combined with other factors such as wind speed,
temperature, and rain that happened during the testing days. The controlled laboratory experiments showed a
linear relationship between the absolute difference in generated power and the deposited dust on the panel
surface with a slope of 1.269% per g/m2. This relationship was used to estimate the dust density on the
outdoor setup under Sharjah's real weather conditions. After 41 days of exposure, the power drop of the solar
panel increased by 8.46% which is equal to 0.21% per day. Rainfall played an essential role to increase the
generated electric power from the solar panels by reducing dust accumulation. Nevertheless, few dust
particles show a tendency to form a sticky layer on the panel surface and may not be easily cleaned. In order
to avoid output power degradation, solar panels should be cleaned every two weeks. This experimental study
is an essential contribution in illustrating the nature of the dust particles and its impact on PV output power
on tracking systems in Sharjah city and other arid areas. The work can be used to predict the efficiency of
solar panels under harsh weather conditions. Furthermore, it may be utilized as a resource to design and
conceive strong soiling mitigation technologies and dust cleaning techniques.
ACKNOWLEDGEMENTS
This experimental study was financially supported by the University of Sharjah through the research
project grant #18020403119. The authors would like to thank the Advanced Materials and Solar
Photovoltaics Laboratories at the University of Sharjah for their help and support in conducting this research
work.
REFERENCES
[1] T. Sarver, A. Al-Qaraghuli, and L. L. Kazmerski, “A comprehensive review of the impact of dust on the use of
solar energy: History, investigations, results, literature, and mitigation approaches,” Renewable and sustainable
energy Reviews, vol. 22, pp. 698-733, Jun. 2013, doi: 10.1016/j.rser.2012.12.065.
[2] A. Mokri, M. A. Ali, and M. Emziane, “Solar energy in the United Arab Emirates: A review,” Renewable and
sustainable energy Reviews, vol. 28, pp. 340-375, Dec. 2013, doi: 10.1016/j.rser.2013.07.038.
[3] A. Juaidi, F. G. Montoya, J. A. Gázquez, and F. Manzano-Agugliaro, “An overview of energy balance compared to
sustainable energy in United Arab Emirates,” Renewable and sustainable energy Reviews, vol. 55,
pp. 1195-1209, Mar. 2016, doi: 10.1016/j.rser.2015.07.024
[4] F. Touati, M. Al-Hitmi, and H. Bouchech, “Towards understanding the effects of climatic and environmental
factors on solar PV performance in arid desert regions (Qatar) for various PV technologies,” in 2012 First
International Conference on Renewable Energies and Vehicular Technology, 2012, pp. 78-83,
doi: 10.1109/REVET.2012.6195252
[5] S. Rehman and I. El-Amin, “Performance evaluation of an off-grid photovoltaic system in Saudi Arabia,” Energy,
vol. 46, no. 1, pp. 451–458, Oct. 2012, doi: 10.1016/j.energy.2012.08.004.
[6] B. M. A. Mohandes, L. El-Chaar, and L. A. Lamont, “Application study of 500 W photovoltaic (PV) system in the
UAE,” Applied Solar Energy (English translation of Geliotekhnika), vol. 45, no. 4. pp. 242-247, 2009,
10. ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 5, October 2021 : 3671 - 3681
3680
doi: 10.3103/S0003701X09040057.
[7] M. Adinoyi and S. Said, “Effect of dust accumulation on the power outputs of solar photovoltaic modules,” Renew.
Energy, vol. 60, pp. 633-636, Dec. 2013, doi: 10.1016/j.renene.2013.06.014.
[8] W. Javed, Y. Wubulikasimu, B. Figgis, and B. Guo, “Characterization of dust accumulated on photovoltaic panels
in Doha, Qatar,” Solar Energy, vol. 142. pp. 123–135, 2017, doi: 10.1016/j.solener.2016.11.053.
[9] H. A. Kazem, M. T. Chaichan, A. H. Alwaeli, and K. Mani, “Effect of Shadows on the Performance of Solar
Photovoltaic,” in Mediterranean Green Buildings and Renewable Energy, Cham: Springer International
Publishing, 2017, pp. 379-385, doi: 10.1007/978-3-319-30746-6_27.
[10] A. Pandian, K. Bansal, D. J. Thiruvadigal, and S. Sakthivel, “Fire Hazards and Overheating Caused by Shading
Faults on Photo Voltaic Solar Panel,” Fire technology, vol. 52, no. 2, pp. 349-364, Mar. 2016,
doi: 10.1007/s10694-015-0509-7.
[11] S. Pulipaka, and R. Kumar, “Analysis of soil distortion factor for photovoltaic modules using particle size
composition,” Sol. Energy, vol. 161, pp. 90-99, Feb. 2018.
[12] J. K. Chesnutt, H. Ashkanani, B. Guo, and C. Y. Wu, “Simulation of microscale particle interactions for
optimization of an electrodynamic dust shield to clean desert dust from solar panels,” Sol. Energy, vol. 155,
pp. 1197-1207, Oct. 2017, doi: 10.1016/j.solener.2017.07.064.
[13] R. Appels et al., “Effect of soiling on photovoltaic modules,” Solar energy, vol. 96, pp. 283-291, Oct. 2013.
[14] H. Jiang, L. Lu, and K. Sun, “Experimental investigation of the impact of airborne dust deposition on the
performance of solar photovoltaic (PV) modules,” Atmospheric environment, vol. 45, no. 25, pp. 4299-4304, Aug.
2011, doi: 10.1016/j.atmosenv.2011.04.084.
[15] J. J. John, S. Warade, G. Tamizhmani, and A. Kottantharayil, “Study of Soiling Loss on Photovoltaic Modules
With Artificially Deposited Dust of Different Gravimetric Densities and Compositions Collected From Different
Locations in India,” IEEE J. Photovoltaics, vol. 6, no. 1, pp. 236-243, Jan. 2016.
[16] J. Kaldellis and P. Fragos, “Ash deposition impact on the energy performance of photovoltaic generators,” J. Clean.
Prod., vol. 19, no. 4, pp. 311-317, Mar. 2011.
[17] J. K. Kaldellis, P. Fragos, and M. Kapsali, “Systematic experimental study of the pollution deposition impact on the
energy yield of photovoltaic installations,” Renewable Energy, vol. 36, no. 10, pp. 2717-2724, Oct. 2011,
doi: 10.1016/j.renene.2011.03.004.
[18] J. Kaldellis and M. Kapsali, “Simulating the dust effect on the energy performance of photovoltaic generators based
on experimental measurements,” Energy, vol. 36, no. 8, pp. 5154-5161, Aug. 2011.
[19] T. Khatib, H. Kazem, K. Sopian, F. Buttinger, W. Elmenreich, and A. S. Albusaidi, “Effect of dust deposition on
the performance of multi-crystalline photovoltaic modules based on experimental measurements,” International
Journal of Renewable Energy Research., vol. 3, no. 4, pp. 850-853, 2013.
[20] S. A. Sulaiman, H. H. Hussain, N. S. H. N. Leh, and M. S. Razali, “Effects of Dust on the Performance of PV
Panels,” World Academy of Science, Engineering and Technology., vol. 58, no. 2011, pp. 588-593, 2011.
[21] Z. A. Darwish, H. A. Kazem, K. Sopian, M. A. Al-Goul, and H. Alawadhi, “Effect of dust pollutant type on
photovoltaic performance,” Renewable and Sustainable Energy Reviews., vol. 41, pp. 735–744, Jan. 2015,
doi: 10.1016/j.rser.2014.08.068.
[22] Kazmerski et al., “Fundamental Studies of Adhesion of Dust to PV Module Surfaces: Chemical and Physical
Relationships at the Microscale,” IEEE J. Photovoltaics, vol. 6, no. 3, pp. 719–729, May 2016, doi:
10.1109/JPHOTOV.2016.2528409.
[23] Mazumder et al., “Environmental degradation of the optical surface of PV modules and solar mirrors by soiling and
high RH and mitigation methods for minimizing energy yield losses,” in 2015 IEEE 42nd Photovoltaic Specialist
Conference (PVSC), 2015, pp. 1–6, doi: 10.1109/PVSC.2015.7355973.
[24] M. N. Horenstein, M. K. Mazumder, R. C. Sumner, J. Stark, T. Abuhamed, and R. Boxman, “Modeling of
Trajectories in an Electrodynamic Screen for Obtaining Maximum Particle Removal Efficiency,” IEEE
Transactions on industry applications., vol. 49, no. 2, pp. 707-713, Mar. 2013, doi: 10.1109/TIA.2013.2244192.
[25] Kim et al., “Effects of relative humidity and particle and surface properties on particle resuspension rates,” Aerosol
Sci. Technol., vol. 50, no. 4, pp. 339–352, Apr. 2016, doi: 10.1080/02786826.2016.1152350.
[26] M. El-Shobokshy and F. Hussein, “Effect of dust with different physical properties on the performance of
photovoltaic cells,” Sol. Energy, vol. 51, no. 6, pp. 505-511, Dec. 1993.
[27] S. Pulipaka, F. Mani, and R. Kumar, “Modeling of soiled PV module with neural networks and regression using
particle size composition,” Sol. Energy, vol. 123, pp. 116-126, Jan. 2016, doi: 10.1016/j.solener.2015.11.012.
[28] B. Weber, A. Quiñones, R. Almanza, and M. D. Duran, “Performance Reduction of PV Systems by Dust
Deposition,” Energy Procedia, vol. 57, pp. 99-108, 2014.
[29] A. A. Hachicha, I. Al-Sawafta, and Z. Said, “Impact of dust on the performance of solar photovoltaic (PV) systems
under United Arab Emirates weather conditions,” Renew. Energy, vol. 141, pp. 287-297, Oct. 2019,
doi: 10.1016/j.renene.2019.04.004.
[30] E. Adıgüzel, E. Özer, A. Akgündoğdu, and A. E. Yılmaz, “Prediction of dust particle size effect on efficiency of
photovoltaic modules with ANFIS: An experimental study in Aegean region, Turkey,” Sol. Energy, vol. 177,
pp. 690–702, Jan. 2019.
[31] A. Gholami, I. Khazaee, S. Eslami, M. Zandi, and E. Akrami, “Experimental investigation of dust deposition
effects on photo-voltaic output performance,” Sol. Energy, vol. 159, pp. 346–352, Jan. 2018,
doi: 10.1016/j.solener.2017.11.010
[32] T. Chang, “Output energy of a photovoltaic module mounted on a single-axis tracking system,” Appl. Energy,
11. Int J Elec & Comp Eng ISSN: 2088-8708
Experimental study of the impact of dust on azimuth tracking solar PV in... (Mohamed A. M. Abdelsalam)
3681
vol. 86, no. 10, pp. 2071–2078, Oct. 2009.
[33] A. Al-Mohamad, “Efficiency improvements of photo-voltaic panels using a Sun-tracking system,” Appl. Energy,
vol. 79, no. 3, pp. 345–354, Nov. 2004.
[34] H. Qasem, T. R. Betts, H. Müllejans, H. Al-Busairi, and R. Gottschalg, “Dust-induced shading on photovoltaic
modules,” Prog. Photovoltaics Res. Appl., vol. 22, no. 2, pp. 218–226, Feb. 2014.
[35] J. Tanesab, D. Parlevliet, J. Whale, T. Urmee, and T. Pryor, “The contribution of dust to performance degradation
of PV modules in a temperate climate zone,” Sol. Energy, vol. 120, pp. 147–157, Oct. 2015,
doi: 10.1016/j.solener.2015.06.052.
[36] A. Sayyah, M. N. Horenstein, and M. K. Mazumder, “Energy yield loss caused by dust deposition on photovoltaic
panels,” Sol. Energy, vol. 107, pp. 576–604, Sep. 2014.
[37] D. Goossens, “Wind tunnel protocol to study the effects of anti-soiling and anti-reflective coatings on deposition,
removal, and accumulation of dust on photovoltaic surfaces and consequences for optical transmittance,” Sol.
Energy, vol. 163, pp. 131–139, Mar. 2018.
[38] S. Said and H. Walwil, “Fundamental studies on dust fouling effects on PV module performance,” Sol. Energy,
vol. 107, pp. 328–337, Sep. 2014.
[39] E. Abdeen, E. S. Hasaneen, and M. Orabi, “Real study for Photovoltaic system performance in desert environment-
Upper Egypt-case study,” in 2016 Eighteenth International Middle East Power Systems Conference (MEPCON),
2016, pp. 843–847.
[40] J. Kaldellis and A. Kokala, “Quantifying the decrease of the photovoltaic panels’ energy yield due to phenomena of
natural air pollution disposal,” Energy, vol. 35, no. 12, pp. 4862–4869, Dec. 2010.