This document summarizes a student's project on optimizing the cost of a roof-top solar power plant connected to the electric grid for residential use. The student analyzed:
1) Minimizing the home's electricity bill by using solar power during the day and storing excess in batteries for night, drawing from the grid as needed.
2) Maximizing the investment return over the system's lifespan by calculating the present value of savings from lowered electricity costs versus installation costs.
3) The results showed optimizing solar panel size and battery capacity could reduce the electricity bill by over $500 per year. Newer, cheaper technologies could provide a positive return on investment for a 25 panel, 8 kWh battery system.
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...IRJET Journal
This document summarizes a research paper that proposes an improved incremental conductance (InC) algorithm for maximum power point tracking in solar photovoltaic systems. The paper presents simulations comparing the improved InC algorithm to traditional perturb and observe and InC algorithms under varying solar irradiation and temperature conditions. The results show the improved InC algorithm more accurately tracks the maximum power point and maintains higher output power compared to the other algorithms under different operating conditions.
This document presents a modeling of a 185W mono-crystalline solar panel using MATLAB/Simulink. Meteorological data on temperature and irradiance from August to December 2017 at a location in Johor, Malaysia is used as inputs. Equations for photovoltaic modeling are implemented in subsystems representing the single diode circuit model. The output is current-voltage and power-voltage curves which are compared to the panel specifications to analyze performance. The modeling provides a tool to evaluate the efficiency of the solar panel under varying weather conditions.
Modeling and Analysis of Hybrid Ac Micro-GridIRJET Journal
This document presents a study on modeling and analyzing a hybrid AC microgrid system using MATLAB. The microgrid combines solar and wind energy sources along with a battery backup system. Photovoltaic panels and a wind turbine are modeled to generate DC power from solar and wind energy. A boost converter increases the low DC voltage from the sources before passing it to an SPWM inverter that converts it to AC. The battery provides backup power storage. Simulation results are presented for the different components and the integrated hybrid microgrid system. The microgrid can operate both connected to and isolated from the main utility grid to provide reliable power for local loads.
This project is based on Construction and connection of photovoltaic module and related theories about it. To utilize maximum energy from the photovoltaic cell first of all understanding of it characteristics is very important because of this in starting of project we done proper study on characteristics of photo voltaic module and maximum power point. After got proper understanding of characteristics we try to use output of photo voltaic cell efficiently with help of Maximum power point tracker and cuk converter.
Power quality improvement based on hybrid coordinated design of renewable ene...IJECEIAES
This paper presents a comprehensive analysis of power quality for static synchronous compensator on the distribution power system (DSTATCOM) when different types of energy sources are used to supply the DC link channel of DSTATCOM. These types of power supplies have a different effect on the compensation of DSTATCOM due to operation nature of these sources. The dynamic response of the DSTATCOM has investigated that produced by individual and hybrid energy sources to evaluate the influence of these sources in terms of time response, compensation process and reduce the harmonics of current source. Three cases have been considered in this study. First the photovoltaic (PV) cells alone, second the battery storage alone, and third a hybrid coordinated design between (PV cells with battery storage) is used. A boost DC-DC circuit has connected to a photovoltaic cell with maximum power point tracking (MPPT) while DC-DC buck-boost circuit is used with a battery. High coordination between PV and battery circuits in the hybrid system is used to improve the performance. A synchronous reference frame (SRF) with a unit vector has used to control the DSTATCOM. The simulation results show that the hybrid design has a superiority response compared to the individual sources.
A literature review on industrially accepted MPPT techniques for solar PV systemIJECEIAES
Solar energy is a clean renewable energy and it is available around 89,000 TW on the earth surface. To get maximum power from a solar PV system with minimum power transfer loss is one of the main design objectives of an energy transferring network. Power electronic devices perform a very important character for an efficient PV power tracking system control and either incorporates to transfer the generated power to the ac/dc grid or battery storage system. In this case the duty of the power electronics devices used in PV system is to track maximum power point under different operating conditions of environment, so that power tracking efficiency of solar PV system can be improved. This paper encapsulates based the on performance comparisions on the behavior of MPP under uniform and nonuniform operating conditions and selects the optimum duty cycle for industrially accepted MPPT techniques with their algorithm.
This document is a project report on studying, analyzing, and simulating photovoltaic systems using MATLAB. It was submitted by three students - Ayodhya Nath Anil, Omar Abdelrahim, and Md Arif - in partial fulfillment of their Bachelor of Technology degree in Electrical and Electronic Engineering. The project involved modeling and simulating a photovoltaic array connected to a DC motor in MATLAB. It also included studying the characteristics of photovoltaic modules and their construction. The report contains chapters on the introduction to solar energy and photovoltaics, a literature review on basic photovoltaic principles and methods, and the methodology used to model and simulate the photovoltaic
Performance Comparison of PID and Fuzzy Controllers in Distributed MPPTIJPEDS-IAES
With an increase of Green Technology applications, Photovoltaic have
emerged as the most appropriate solution for electricity generation purposes.
However, due to variable temperature and irradiance, under the partial or
shaded conditions Maximum Power Point Tracking is needed to determine
highest efficiency of the system. The paper describes dynamic modeling and
control of variable temperature and irradiance on solar panel in SIMULINKMATLAB
environment. The implementation of Buck Converter is used for
power switching and impedance matching on connecting the panel to the
load. The effectiveness of the model, with enhanced efficiency through
voltage stabilization, is performed using Proportional-Integral-Derivative and
Fuzzy-Logic-Controllers. A comparative study is made for PID and FLC on
the basis of outputs to deal with online set point variations. FLC gives closer
results to Standard Test Conditions when compared with PID. The Fuzzy
system developed, using tested membership functions serve as a platform for
sustainable standalone and grid-based applications using distributed MPPT.
Optimal Control Strategy for a Solar Photovoltaic Power System using MATLAB S...IRJET Journal
This document summarizes a research paper that proposes an improved incremental conductance (InC) algorithm for maximum power point tracking in solar photovoltaic systems. The paper presents simulations comparing the improved InC algorithm to traditional perturb and observe and InC algorithms under varying solar irradiation and temperature conditions. The results show the improved InC algorithm more accurately tracks the maximum power point and maintains higher output power compared to the other algorithms under different operating conditions.
This document presents a modeling of a 185W mono-crystalline solar panel using MATLAB/Simulink. Meteorological data on temperature and irradiance from August to December 2017 at a location in Johor, Malaysia is used as inputs. Equations for photovoltaic modeling are implemented in subsystems representing the single diode circuit model. The output is current-voltage and power-voltage curves which are compared to the panel specifications to analyze performance. The modeling provides a tool to evaluate the efficiency of the solar panel under varying weather conditions.
Modeling and Analysis of Hybrid Ac Micro-GridIRJET Journal
This document presents a study on modeling and analyzing a hybrid AC microgrid system using MATLAB. The microgrid combines solar and wind energy sources along with a battery backup system. Photovoltaic panels and a wind turbine are modeled to generate DC power from solar and wind energy. A boost converter increases the low DC voltage from the sources before passing it to an SPWM inverter that converts it to AC. The battery provides backup power storage. Simulation results are presented for the different components and the integrated hybrid microgrid system. The microgrid can operate both connected to and isolated from the main utility grid to provide reliable power for local loads.
This project is based on Construction and connection of photovoltaic module and related theories about it. To utilize maximum energy from the photovoltaic cell first of all understanding of it characteristics is very important because of this in starting of project we done proper study on characteristics of photo voltaic module and maximum power point. After got proper understanding of characteristics we try to use output of photo voltaic cell efficiently with help of Maximum power point tracker and cuk converter.
Power quality improvement based on hybrid coordinated design of renewable ene...IJECEIAES
This paper presents a comprehensive analysis of power quality for static synchronous compensator on the distribution power system (DSTATCOM) when different types of energy sources are used to supply the DC link channel of DSTATCOM. These types of power supplies have a different effect on the compensation of DSTATCOM due to operation nature of these sources. The dynamic response of the DSTATCOM has investigated that produced by individual and hybrid energy sources to evaluate the influence of these sources in terms of time response, compensation process and reduce the harmonics of current source. Three cases have been considered in this study. First the photovoltaic (PV) cells alone, second the battery storage alone, and third a hybrid coordinated design between (PV cells with battery storage) is used. A boost DC-DC circuit has connected to a photovoltaic cell with maximum power point tracking (MPPT) while DC-DC buck-boost circuit is used with a battery. High coordination between PV and battery circuits in the hybrid system is used to improve the performance. A synchronous reference frame (SRF) with a unit vector has used to control the DSTATCOM. The simulation results show that the hybrid design has a superiority response compared to the individual sources.
A literature review on industrially accepted MPPT techniques for solar PV systemIJECEIAES
Solar energy is a clean renewable energy and it is available around 89,000 TW on the earth surface. To get maximum power from a solar PV system with minimum power transfer loss is one of the main design objectives of an energy transferring network. Power electronic devices perform a very important character for an efficient PV power tracking system control and either incorporates to transfer the generated power to the ac/dc grid or battery storage system. In this case the duty of the power electronics devices used in PV system is to track maximum power point under different operating conditions of environment, so that power tracking efficiency of solar PV system can be improved. This paper encapsulates based the on performance comparisions on the behavior of MPP under uniform and nonuniform operating conditions and selects the optimum duty cycle for industrially accepted MPPT techniques with their algorithm.
This document is a project report on studying, analyzing, and simulating photovoltaic systems using MATLAB. It was submitted by three students - Ayodhya Nath Anil, Omar Abdelrahim, and Md Arif - in partial fulfillment of their Bachelor of Technology degree in Electrical and Electronic Engineering. The project involved modeling and simulating a photovoltaic array connected to a DC motor in MATLAB. It also included studying the characteristics of photovoltaic modules and their construction. The report contains chapters on the introduction to solar energy and photovoltaics, a literature review on basic photovoltaic principles and methods, and the methodology used to model and simulate the photovoltaic
Performance Comparison of PID and Fuzzy Controllers in Distributed MPPTIJPEDS-IAES
With an increase of Green Technology applications, Photovoltaic have
emerged as the most appropriate solution for electricity generation purposes.
However, due to variable temperature and irradiance, under the partial or
shaded conditions Maximum Power Point Tracking is needed to determine
highest efficiency of the system. The paper describes dynamic modeling and
control of variable temperature and irradiance on solar panel in SIMULINKMATLAB
environment. The implementation of Buck Converter is used for
power switching and impedance matching on connecting the panel to the
load. The effectiveness of the model, with enhanced efficiency through
voltage stabilization, is performed using Proportional-Integral-Derivative and
Fuzzy-Logic-Controllers. A comparative study is made for PID and FLC on
the basis of outputs to deal with online set point variations. FLC gives closer
results to Standard Test Conditions when compared with PID. The Fuzzy
system developed, using tested membership functions serve as a platform for
sustainable standalone and grid-based applications using distributed MPPT.
Modeling and Simulation of Solar Photovoltaic module using Matlab/SimulinkIOSR Journals
Abstract: This paper presents the circuit model of photovoltaic (PV) module. Simulation and modeling is done
using MATLAB/ Simulink software package. The proposed model is user friendly and can be used as a common
platform for both applied physics scientist and power electronics engineers. A detailed modeling procedure is
presented. The designed model is verified by using STP255-20/Wd PV module. The IV and PV characteristics
are simulated at different temperature and irradiance conditions and the results are verified. The proposed
model is very simple fast and accurate. The designed model can be used for analysis of PV characteristics and
for simulation of maximum power point tracking algorithms
A study on modelling and simulation of photovoltaic cellseSAT Journals
Abstract This Paper presents a detailed study on the types of modelling of the PV Panel for simulation studies. The main concern of this study is to analyze the results and compare them under standard test conditions. PV systems are generally integrated with specific control algorithms in order to extract the maximum possible power. Hence it is highly imperative that the Maximum Power Point (MPP) is achieved effectively and thus we need to design a model from which the MPPT algorithm can be realized in an efficient way. Also other parameters should be taken into account for finding the best model for the use in simulation. It is very important to choose the appropriate model based on the application. The models used for study in this paper include the single diode model, two diode model and Simscape modelling. MATLAB/Simulink presents a powerful tool to study such systems. The work tests the accuracy of the models under different temperature and irradiance conditions. The two diode model is known to have better accuracy at low irradiance levels which allows for a more accurate prediction of PV system performance. Simscape, part of Simulink environment, has a solar cell block that makes building a PV model straightforward and much easier programming with full demonstration to all system details. On the basis of the study, the best model that can be used for simulation purposes can be selected. It is envisaged that the work can be very useful for professionals who require simple and accurate PV simulators for their design. All the systems here are modeled and simulated in MATLAB/Simulink environment. Keywords: PV cell, STC, MATLAB Simulink, Ideality Factor
Nowadays tremendous increase in renewable energy technologies available in abounding nature energy extracted from sun, wind etc. This Proposed topology gathered maximum power using multi input ky boost converters for hybrid energy. This hybrid topology operates mainly delivered the power from renewable energy sources solar/wind to dc bus. In the absence of any one source, wind or solar supplies power to the dc bus. Without any renewable energy sources battery deliver the power to dc bus.An inverter type module convert the power from dc bus to ac grid. In this paper effectiveness of hybrid renewable energy is simulated through MATLAB/SIMULINK.
IRJET- Power Generation using PZT for Auto Street Lightning SystemIRJET Journal
This document discusses a system to generate power for street lighting using piezoelectric materials. When vehicles drive over piezoelectric sensors embedded in roads, the pressure generates electric charge which is stored in batteries. The stored power is then used to automatically operate street lights as needed. Piezoelectric materials like lead zirconium titanate (PZT) convert mechanical energy from vehicle motion into electrical energy. The document describes the piezoelectric effect and discusses connecting multiple PZT sensors in series and parallel to increase output voltage and current. It presents the system design, including an energy storage circuit, inverter, and automatic light control based on vehicle detection. The system aims to provide renewable power for street lighting in
Photovoltaic (PV) power harnesses sunlight to generate electricity and has the potential to serve as a viable national energy source. PV cells use semiconductors that generate a direct current when exposed to sunlight, which is then converted to alternating current and transferred to power grids. While initial costs remain high, technology innovations have increased efficiencies and reduced prices. Widespread adoption of PV power would help reduce greenhouse gas emissions and dependence on foreign oil while taking advantage of the nation's solar energy potential. However, challenges around energy storage and developing infrastructure for solar at a national scale remain.
Development of a Wireless Sensors Network powered by Energy Harvesting techni...Daniele Costarella
Develer Workshop:
A workshop focused on the principles and benefits of applying the Energy Harvesting techniques on Wireless Sensor Networks. The contents come from my Better Embedded 2013 talk.
IRJET- Performance Evaluation of Micro GridIRJET Journal
The document discusses the performance evaluation of a microgrid system combining photovoltaic (PV) arrays and proton exchange membrane fuel cells (PEMFC). The microgrid is designed to operate autonomously to meet load demand. It uses a voltage source converter (VSC) controller and phase locked loop (PLL) based on DQ transformation to control voltage, current and frequency. A DC-DC converter connects the PV and PEMFC, with the fuel cell providing backup power when the PV state of charge falls. Maximum power point tracking (MPPT) using a perturb and observe algorithm maintains output voltage. Simulation results show the system improves power quality by reducing total harmonic distortion compared to using a VSC controller alone.
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...IRJET Journal
This document summarizes a simulation and analysis of a photovoltaic solar system for different weather conditions in Anand, India. The proposed system consists of two stages - a DC-DC boost converter to control and boost the DC output voltage of the PV array, and a full-bridge DC-AC inverter to convert the regulated DC voltage to AC voltage. The system was tested in MATLAB simulations under varying load and weather conditions. The results show the output current, voltage, and P-V and I-V curves function as expected with changes in irradiation, temperature, and load.
Simulation of generalized hybrid model for solar and wind power generationIJERA Editor
Due to urbanization, globalization and industrialization the demand for energy is rapidly increasing allows the world and India is not an exception. Out of all energies electrical energy is playing a major role in developed as well as developing countries. The energy is mostly produced by fossil fuels which are developing day his is to by day .they also produce lot of pollutants which totally damage the environment the alternative to this is to encourage renewable energy source. Now days the energy production at domestic level is becoming popular with the help of solar and wind energies . These technologies are widely used now days in the present paper an attempt has been made to simulate a generalized hybrid model including solar and wind.
A New Simulation Approach of 3-Φ Transformer-less Grid Connected PV Inverter ...IRJET Journal
1) The document describes a simulation of a 3-phase grid-connected photovoltaic inverter system using hysteresis current control.
2) It uses a two-stage conversion process with a boost converter to maximize solar panel output and regulate the DC bus voltage, followed by an inverter with hysteresis current control to generate AC power for the grid.
3) Simulation results show the inverter is able to generate sinusoidal voltage and current waveforms that are synchronized to the grid, with total harmonic distortion below 5% using hysteresis current control.
Implementation of modular MPPT algorithm for energy harvesting embedded and I...IJECEIAES
The establishment of the latest IoT systems available today such as smart cities, smart buildings, and smart homes and wireless sensor networks (WSNs) are let the main design restriction on the inadequate supply of battery power. Hence proposing a solar-based photovoltaic (PV) system which is designed DC-DC buck-boost converter with an improved modular maximum power point tracking (MPPT) algorithm. The output voltage depends on the inductor, capacitor values, metal oxide semiconductor field effect transistor (MOSFET) switching frequency, and duty cycle. This paper focuses on the design and simulation of min ripple current/voltage and improved efficiency at PV array output, to store DC power. The stored DC power will be used for smart IoT systems. From the simulation results, the current ripples are observed to be minimized from 0.062 A to 0.02 A maintaining the duty cycle at 61.09 for switching frequencies ranges from 300 kHz to 10 MHz at the input voltage 48 V and the output voltage in buck mode 24 V, boost mode 100 V by maintaining constant 99.7 efficiencies. The improvised approach is compared to various existed techniques. It is noticed that the results are more useful for the self-powered Embedded & Internet of Things systems.
This project proposes a simplified PV module simulator with MPPT. The PV model is designed in Matlab/Simulink based on various mathematical equations. This paper explains the use of MPPT technique in a photovoltaic system. The MPPT is implemented by incremental conductance or perturbation and observation methods. The overall system is designed, developed and validated by using MATLAB/SIMULINK
This document discusses principles and methods for sizing photovoltaic (PV) systems. It describes how utility-interactive PV systems are sized based on inverter requirements, with the PV array sized to the inverter's maximum power rating. Stand-alone PV systems must balance energy supply and demand, with the battery and PV array sized to meet the average daily load during the critical design month with lowest sunlight. Proper load analysis and system sizing are important to achieve high system availability from a stand-alone PV system.
This document proposes a two-stage grid-connected photovoltaic inverter system for residential use with maximum power point tracking. It consists of a DC-DC boost converter and an H-bridge inverter. The inverter uses sinusoidal pulse width modulation and a square wave switching strategy along with grid synchronization. Simulation results show the inverter can efficiently convert solar power to grid-compatible AC power with low voltage total harmonic distortion. It demonstrates maximum power point tracking and the ability to supply power to the grid with near unity power factor.
THE ADVANCED DESIGNING OF LED DRIVER WITH THE DIFFUSIONAL ACCOMMODATION OF CU...ijiert bestjournal
The High Brightness LEDs for street lighting has ga ined popularity in street lighting owing to energy efficiency and the long life. The amalgamate d feature of brightness and the dimming solutions makes it equally adoptable in outdoor lig htings. The street lighting utilizes the power supply from the lines. The invent of renewabl e energy resources for appliances and illumination systems highlights the usage of solar system for lighting and heating systems. The solar photovoltaic panels are most featured sol utions. The standalone PV systems require the designing knowledge of electrical,thermal and optical properties of LEDs. These parameters allow the development of driver system f or design of the luminaire. Different strategies have been proposed for driver circuits t o provide stable characteristics. The selection of Drivers is dependent on various factor s like,energy efficiency,cost effectiveness,operation and maintenance,losses as sociated with the components and the assembly. The aim is to obtain a stable driver syst em for reliable operation using solar energy. The power supply and the battery management system reflect the efficient operation of the complete system. The approach is to design a nd manage a driver system for highly efficient HB-LEDs for street lighting and commercia l outdoor applications. The multiple stages enhance the efficiency by maintaining the de ciding factors such as power factor,losses and the long life. The 3 stage and expandable conve rter topology uses the maximum power point tracking and empowers the LEDs for required n umber of hours of glowing. An approach has been made to improve the energy conver sion efficiency along with standby power consumption management system during the wint er seasons which is a crucial factor around 92% has been made. The innovative methodolog y provides groundbreaking LED driver systems that help the consumers to gain a co mpetitive edge.
Incremental Conductance MPPT Algorithm for PV System Implemented Using DC-DC ...IJERA Editor
This document discusses implementing an incremental conductance maximum power point tracking (MPPT) algorithm for a photovoltaic (PV) system using DC-DC buck and boost converters. It provides mathematical models and analysis of the buck and boost converters. The incremental conductance MPPT algorithm is based on matching the source impedance of the PV panel to the load impedance to extract maximum power. The document compares implementing this algorithm with a buck versus boost converter for transferring power from the PV panel to the load.
A Novel Approach on Photovoltaic Technologies for Power Injection in Grid Usi...IJERA Editor
The paper presents the simulation of the Solar Photovoltaic module using Matlab Simulink. This model is based on mathematical equations and is described through an equivalent circuit including a photocurrent source, a diode, a series resistor and a shunt resistor. This paper presents integration of the grid distribution network in Indian scenario with solar power technology to meet the additional electrical energy demand of urban as well as rural sectors which are both rapidly expanding. First of all the data of a real life power plant having 24V, 230W Power PV module has been compared and analyzed with that of matlab program output for identical module and it has been find out that a variation in temperature affects the parameters values as well as the performance of the solar module. After the above analysis the design and Simulink implementation for single phase power grid connected PV system has been done. The system includes the PV array model, the integration of the MPPT with boost dc converter , dc to ac inverter, single phase series load connected to ac grid. It is demonstrated that the model works well at different temperature conditions and predicting the General behavior of single-phase grid- connected PV systems .
Sizing of Hybrid PV/Battery Power System in Sohag cityiosrjce
This paper gives the feasibility analysis of PV- Battery system for an off-grid power station in Sohag
city. Hybrid PV-battery system was used for supplying a combined pumping and residential load. A simple cost
effective method for sizing stand-alone PV hybrid systems was introduced. The aim of sizing hybrid system is to
determine the cost effective PV configuration and to meet the estimated load at minimum cost. This requires
assessing the climate conditions which determine the temporal variation of the insolation in Sohag city. Sizing
of the hybrid system components was investigated using RETscreen and HOMER programs. The sizing software
tools require a set of data on energy resource demand and system specifications. The energy cost values of the
hybrid system agrees reasonably with those published before.
Modeling and Simulation of Solar Photovoltaic module using Matlab/SimulinkIOSR Journals
Abstract: This paper presents the circuit model of photovoltaic (PV) module. Simulation and modeling is done
using MATLAB/ Simulink software package. The proposed model is user friendly and can be used as a common
platform for both applied physics scientist and power electronics engineers. A detailed modeling procedure is
presented. The designed model is verified by using STP255-20/Wd PV module. The IV and PV characteristics
are simulated at different temperature and irradiance conditions and the results are verified. The proposed
model is very simple fast and accurate. The designed model can be used for analysis of PV characteristics and
for simulation of maximum power point tracking algorithms
A study on modelling and simulation of photovoltaic cellseSAT Journals
Abstract This Paper presents a detailed study on the types of modelling of the PV Panel for simulation studies. The main concern of this study is to analyze the results and compare them under standard test conditions. PV systems are generally integrated with specific control algorithms in order to extract the maximum possible power. Hence it is highly imperative that the Maximum Power Point (MPP) is achieved effectively and thus we need to design a model from which the MPPT algorithm can be realized in an efficient way. Also other parameters should be taken into account for finding the best model for the use in simulation. It is very important to choose the appropriate model based on the application. The models used for study in this paper include the single diode model, two diode model and Simscape modelling. MATLAB/Simulink presents a powerful tool to study such systems. The work tests the accuracy of the models under different temperature and irradiance conditions. The two diode model is known to have better accuracy at low irradiance levels which allows for a more accurate prediction of PV system performance. Simscape, part of Simulink environment, has a solar cell block that makes building a PV model straightforward and much easier programming with full demonstration to all system details. On the basis of the study, the best model that can be used for simulation purposes can be selected. It is envisaged that the work can be very useful for professionals who require simple and accurate PV simulators for their design. All the systems here are modeled and simulated in MATLAB/Simulink environment. Keywords: PV cell, STC, MATLAB Simulink, Ideality Factor
Nowadays tremendous increase in renewable energy technologies available in abounding nature energy extracted from sun, wind etc. This Proposed topology gathered maximum power using multi input ky boost converters for hybrid energy. This hybrid topology operates mainly delivered the power from renewable energy sources solar/wind to dc bus. In the absence of any one source, wind or solar supplies power to the dc bus. Without any renewable energy sources battery deliver the power to dc bus.An inverter type module convert the power from dc bus to ac grid. In this paper effectiveness of hybrid renewable energy is simulated through MATLAB/SIMULINK.
IRJET- Power Generation using PZT for Auto Street Lightning SystemIRJET Journal
This document discusses a system to generate power for street lighting using piezoelectric materials. When vehicles drive over piezoelectric sensors embedded in roads, the pressure generates electric charge which is stored in batteries. The stored power is then used to automatically operate street lights as needed. Piezoelectric materials like lead zirconium titanate (PZT) convert mechanical energy from vehicle motion into electrical energy. The document describes the piezoelectric effect and discusses connecting multiple PZT sensors in series and parallel to increase output voltage and current. It presents the system design, including an energy storage circuit, inverter, and automatic light control based on vehicle detection. The system aims to provide renewable power for street lighting in
Photovoltaic (PV) power harnesses sunlight to generate electricity and has the potential to serve as a viable national energy source. PV cells use semiconductors that generate a direct current when exposed to sunlight, which is then converted to alternating current and transferred to power grids. While initial costs remain high, technology innovations have increased efficiencies and reduced prices. Widespread adoption of PV power would help reduce greenhouse gas emissions and dependence on foreign oil while taking advantage of the nation's solar energy potential. However, challenges around energy storage and developing infrastructure for solar at a national scale remain.
Development of a Wireless Sensors Network powered by Energy Harvesting techni...Daniele Costarella
Develer Workshop:
A workshop focused on the principles and benefits of applying the Energy Harvesting techniques on Wireless Sensor Networks. The contents come from my Better Embedded 2013 talk.
IRJET- Performance Evaluation of Micro GridIRJET Journal
The document discusses the performance evaluation of a microgrid system combining photovoltaic (PV) arrays and proton exchange membrane fuel cells (PEMFC). The microgrid is designed to operate autonomously to meet load demand. It uses a voltage source converter (VSC) controller and phase locked loop (PLL) based on DQ transformation to control voltage, current and frequency. A DC-DC converter connects the PV and PEMFC, with the fuel cell providing backup power when the PV state of charge falls. Maximum power point tracking (MPPT) using a perturb and observe algorithm maintains output voltage. Simulation results show the system improves power quality by reducing total harmonic distortion compared to using a VSC controller alone.
IRJET- Simulation and Analysis of Photovoltaic Solar System for Different Wea...IRJET Journal
This document summarizes a simulation and analysis of a photovoltaic solar system for different weather conditions in Anand, India. The proposed system consists of two stages - a DC-DC boost converter to control and boost the DC output voltage of the PV array, and a full-bridge DC-AC inverter to convert the regulated DC voltage to AC voltage. The system was tested in MATLAB simulations under varying load and weather conditions. The results show the output current, voltage, and P-V and I-V curves function as expected with changes in irradiation, temperature, and load.
Simulation of generalized hybrid model for solar and wind power generationIJERA Editor
Due to urbanization, globalization and industrialization the demand for energy is rapidly increasing allows the world and India is not an exception. Out of all energies electrical energy is playing a major role in developed as well as developing countries. The energy is mostly produced by fossil fuels which are developing day his is to by day .they also produce lot of pollutants which totally damage the environment the alternative to this is to encourage renewable energy source. Now days the energy production at domestic level is becoming popular with the help of solar and wind energies . These technologies are widely used now days in the present paper an attempt has been made to simulate a generalized hybrid model including solar and wind.
A New Simulation Approach of 3-Φ Transformer-less Grid Connected PV Inverter ...IRJET Journal
1) The document describes a simulation of a 3-phase grid-connected photovoltaic inverter system using hysteresis current control.
2) It uses a two-stage conversion process with a boost converter to maximize solar panel output and regulate the DC bus voltage, followed by an inverter with hysteresis current control to generate AC power for the grid.
3) Simulation results show the inverter is able to generate sinusoidal voltage and current waveforms that are synchronized to the grid, with total harmonic distortion below 5% using hysteresis current control.
Implementation of modular MPPT algorithm for energy harvesting embedded and I...IJECEIAES
The establishment of the latest IoT systems available today such as smart cities, smart buildings, and smart homes and wireless sensor networks (WSNs) are let the main design restriction on the inadequate supply of battery power. Hence proposing a solar-based photovoltaic (PV) system which is designed DC-DC buck-boost converter with an improved modular maximum power point tracking (MPPT) algorithm. The output voltage depends on the inductor, capacitor values, metal oxide semiconductor field effect transistor (MOSFET) switching frequency, and duty cycle. This paper focuses on the design and simulation of min ripple current/voltage and improved efficiency at PV array output, to store DC power. The stored DC power will be used for smart IoT systems. From the simulation results, the current ripples are observed to be minimized from 0.062 A to 0.02 A maintaining the duty cycle at 61.09 for switching frequencies ranges from 300 kHz to 10 MHz at the input voltage 48 V and the output voltage in buck mode 24 V, boost mode 100 V by maintaining constant 99.7 efficiencies. The improvised approach is compared to various existed techniques. It is noticed that the results are more useful for the self-powered Embedded & Internet of Things systems.
This project proposes a simplified PV module simulator with MPPT. The PV model is designed in Matlab/Simulink based on various mathematical equations. This paper explains the use of MPPT technique in a photovoltaic system. The MPPT is implemented by incremental conductance or perturbation and observation methods. The overall system is designed, developed and validated by using MATLAB/SIMULINK
This document discusses principles and methods for sizing photovoltaic (PV) systems. It describes how utility-interactive PV systems are sized based on inverter requirements, with the PV array sized to the inverter's maximum power rating. Stand-alone PV systems must balance energy supply and demand, with the battery and PV array sized to meet the average daily load during the critical design month with lowest sunlight. Proper load analysis and system sizing are important to achieve high system availability from a stand-alone PV system.
This document proposes a two-stage grid-connected photovoltaic inverter system for residential use with maximum power point tracking. It consists of a DC-DC boost converter and an H-bridge inverter. The inverter uses sinusoidal pulse width modulation and a square wave switching strategy along with grid synchronization. Simulation results show the inverter can efficiently convert solar power to grid-compatible AC power with low voltage total harmonic distortion. It demonstrates maximum power point tracking and the ability to supply power to the grid with near unity power factor.
THE ADVANCED DESIGNING OF LED DRIVER WITH THE DIFFUSIONAL ACCOMMODATION OF CU...ijiert bestjournal
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Incremental Conductance MPPT Algorithm for PV System Implemented Using DC-DC ...IJERA Editor
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Sizing of Hybrid PV/Battery Power System in Sohag cityiosrjce
This paper gives the feasibility analysis of PV- Battery system for an off-grid power station in Sohag
city. Hybrid PV-battery system was used for supplying a combined pumping and residential load. A simple cost
effective method for sizing stand-alone PV hybrid systems was introduced. The aim of sizing hybrid system is to
determine the cost effective PV configuration and to meet the estimated load at minimum cost. This requires
assessing the climate conditions which determine the temporal variation of the insolation in Sohag city. Sizing
of the hybrid system components was investigated using RETscreen and HOMER programs. The sizing software
tools require a set of data on energy resource demand and system specifications. The energy cost values of the
hybrid system agrees reasonably with those published before.
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This document provides a design proposal for a roof-mounted photovoltaic (PV) system with battery storage for a house in Liskard, Cornwall. It estimates the home's daily energy demand to be 2000 watt hours based on past utility bills and an energy audit. A 668-watt PV array consisting of 4 Sharp ND230A5 modules is designed to meet this demand, taking into account various losses. A 48-volt, 87.72 amp-hour lead-acid battery bank is specified to provide backup power for one day, sized based on the daily load, maximum depth of discharge, and minimum winter temperature. The system is intended to reduce electricity bills by powering daily loads and some evening
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.
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IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
The document presents the optimal sizing of a hybrid photovoltaic-wind power system for rural electrification in India. It involves modeling the system components, including photovoltaic modules, wind turbines and batteries. The optimization aims to minimize the levelized cost of energy while meeting the desired reliability, represented by the loss of power supply probability. The modeling is implemented using MATLAB software. Simulation results for a sample location in Andhra Pradesh, India show that a hybrid solar-wind system can generate sufficient power for a rural village by optimizing the component sizes.
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
The document presents the optimal sizing of a hybrid photovoltaic-wind power system for rural electrification in India. It involves modeling the system components, optimizing the system size according to loss of power supply probability and levelized cost of energy, and applying the optimization model to a location in India. The optimal configuration is determined using MATLAB simulations to minimize costs while meeting reliability requirements. Simulation results show the hybrid system can generate enough power for some villages in rural areas using solar and wind energy resources.
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
This document summarizes a study on optimally sizing a hybrid photovoltaic-wind power system for rural electrification in India. The study involves modeling the system components, optimizing the system size based on loss of power supply probability and levelized cost of energy, and simulating the optimal system configuration using MATLAB. The proposed system combines solar panels, wind turbines, and batteries. Simulation results for a specific rural location in India show the optimally sized system meets reliability requirements at lowest cost.
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The present study offers technical and economical analyses of grid-connected hybrid power systems for a large scale production industry located in Bali. The peak load of observed system can reach 970.630 kW consuming on average 16 MWh of electricity a day. Software HOMER was utilized as the optimization tool. The proposed hybrid renewable energy systems consist of wind turbines, a PV system, a converter, and batteries. The system is connected to the grid. Optimization results show that the best configuration is the Grid/Wind hybrid system with the predicted net present cost of
-884,896 USD. The negative sign indicates that revenues (mostly from selling power to the grid) exceed costs. The levelized cost of electricity of the system is predicted to be -0.013 USD/kWh. The present study also conducts sensitivity analysis of some scenarios i.e. 50% and 100% increases in grid electricity prices, 50% reduction of PV and WECS prices, and 10 USD and 50 USD carbon taxes per ton CO2 emission. Implications of the findings are discussed.
IRJET- Energy Management and Control for Grid Connected Hybrid Energy Storage...IRJET Journal
This document describes an energy management system for a grid-connected hybrid energy storage system. It proposes a new energy management strategy that provides effective power sharing between battery and supercapacitor storage under different operating modes. The key advantages of the proposed strategy are faster DC link voltage regulation, dynamic power sharing between battery and grid based on state of charge, and reduced battery charge/discharge rates. The effectiveness is validated through simulation and experimental results. The system aims to improve power quality when connected to the grid and allow for seamless transitions between operating modes.
Renewable energy resources and technologies such as wind, solar, biomass, and fuel cells can provide power to the smart grid. However, their variability and intermittent nature present challenges to integrating them effectively. The document discusses modeling various renewable resources and technologies, and issues related to their penetration and variability that must be addressed for successful large-scale adoption in the smart grid. Demand response strategies are also examined as an approach to balance supply and demand and better integrate renewable resources.
A Utility Interactive Electricity Generation Schemes with Renewable ResourcesIOSR Journals
Abstract: In the recent year’s power utility of coastal areas are experiencing relatively large quantum of solar and wind energy. If the wind is heavy it might produce larger sea waves of high energy contents. The electricity needs of a township or a village situated in a coastal area can be partially fulfilled by installing a modular mini electricity generating unit and an intensified solar heat extractor in buildings. Also, installation of medium sized windmill plant, solar heated steam turbine electricity generator and sea wave energy extracting plants could fulfill the rest of the electricity needs of the township. Here we discuss the regulation of the voltage and frequency of a stand-alone fixed-pitch wind energy conversion system (WECS) based on a self-excited squirrel-cage induction machine. The characteristics of the wind turbine, self-excited generator, and the ratings of the VSI are considered in order to determine the load range for which voltageand frequency can be regulated for a given wind speed range. Keywords: Solar panel, solar tracker, solar water heater,renewable energy, wind mills, induction generator, load management.
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This study presents a combined algebraic and power flow model of a microgrid to compare configurations with and without distributed energy storage systems. The microgrid model consists of 5 nodes connected by a transformer representing residential buildings with photovoltaic systems and potential energy storage. Optimization calculates optimal dispatch strategies to minimize costs. Power flow simulation then determines impacts on transformer loading and losses. Results show distributed batteries and a battery plant both reduce transformer loading compared to photovoltaics alone, with distributed batteries performing slightly better by further reducing power line losses. This model provides a tool to evaluate and compare technical impacts of different energy storage configurations in microgrids.
Soralite Power provides engineering solutions for grid-tied and off-grid solar rooftop power plants between 1 kW to 100 kW in size. They offer feasibility studies, design, installation, commissioning, and long-term maintenance for both commercial and residential customers. Their services help customers reduce electricity costs through solar power generation and earn tax benefits from investments in solar energy systems.
HYBRID SOLAR-WIND CHARGING STATION FOR ELECTRIC VEHICLES AND ITS SIMULATIONIRJET Journal
1) The document describes a proposed hybrid solar-wind charging station for electric vehicles. The station uses photovoltaic panels, a wind turbine, batteries, and power converters to provide electricity for electric vehicle charging.
2) A MATLAB simulation was created to analyze the performance of the system. The simulation included models of the photovoltaic array, permanent magnet synchronous generator for the wind turbine, maximum power point tracking algorithm, and voltage control converters.
3) The results of the simulation showed the station was able to maintain the direct current bus voltage at the target level of 170V to provide power for charging electric vehicles, as well as produce 110V alternating current for additional loads.
Simulink Model for Cost-effective Analysis of Hybrid SystemIJMER
This document summarizes a research paper that models and simulates hybrid power systems using MATLAB Simulink. The key points are:
1) The model simulates three cases - a diesel-only system, diesel with battery system, and a PV-diesel-battery hybrid system - to analyze cost effectiveness over one year.
2) Parameters like fuel consumption, energy per gallon, and total fuel costs are calculated and used to determine the energy payback period and simple payback time.
3) Simulation results are compared to predictions from HOMER software, finding differences in efficiencies and operational characteristics between the two models.
Implementation Of A High-Efficiency, High-Lifetime, And Low-Cost Converter Us...irjes
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water pumping system. The development is oriented to achieve a commercially viable solution and a market
friendly product. The converter topology is based on a Resonant Two Inductor Boost converter and a Threephase
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the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
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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
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1. PRESENTATION PREPARED BY
SYED AJMAL KHALIL
STUDENT OF M.TECH SAE
UNDER THE GUIDANCE OF
DR. MAHESH KUMAR (SUPERVISOR)
LATE. DR. BARNAMALA SAHA (CO -SUPERVISOR)
ROOF TOP SOLAR PLANT CONNECTED TO
GRID FOR RESIDENTIAL PURPOSE AND COST
OPTIMIZATION
3. ABSTRACT
PV systems on residential place are developed to mine energy from solar
power systems and convert into electricity either come up with storage using
battery or grid connected facility.
Solar power plant and the DC power generated from solar photovoltaic panel is
converted to AC power using solar grid inverter.
The generated ac power can be fed to grid during day time when the usage is
not as much as per load and in night when solar power is not sufficient to fulfill
the requirement, loads are served by drawing power from grid.
The components are selected on the bases of residential and rating
requirements .
Costing analysis of the solar power plant is done to determine the sensitivity
parameters on levelized cost of energy (LCOE).
4. CONTINUED
Solar power plant and the DC power generated from solar photovoltaic panel
is converted to AC power using solar grid inverter.
The generated ac power can be fed to grid during day time when the usage is
not as much as per load and in night when solar power is not sufficient to
fulfill the requirement, loads are served by drawing power from grid.
The components are selected on the bases of residential and rating
requirements .
Costing analysis of the solar power plant is done to determine the sensitivity
parameters on levelized cost of energy (LCOE).
5. INTRODUCTION
Solar energy is clean, pollution free renewable energy, District Srinagar of State
Jammu and Kashmir India being located at 34.0837° N,74.7973° .
which receives average DNI(Direct Normal Irradiation) and GHI (Global
Horizontal Irradiation) received from last ten years varied from (1
kWh/day/m2 ) to (8kWh/day/m2 ) per day .
Rooftop solar PV system can be with or, without having grid interaction , In
grid interactive system the DC power generated from solar PV panels is
converted to AC power using power conditioning unit .
Generated power is given to the grid either of 11 KV three phase line or, of 220V
single-phase on the basis of the system that has installed at various places like
commercial buildings, residential complexes etc
7. Continued…
In case if the solar power is not able to fulfill the load requirement due cloud
cover, the loads are being provided with the power from the local grid as the
grid-interactive works on net metering basis only, the beneficiary pays to the
utility on net meter reading basis only .
Grid-interactive systems do not require battery for backup as the local grids
serves as the backup in case of low generation by solar PV system.
For reliability of the system at least one hour of the battery back should be kept
for any interruption in the power supply.
8. Continued..
Components used in grid connected PV:-
PV modules :- PV modules of 225 to 250 watts that consists of 60 cells that
are connected in series. Other modules are also available in the market with
higher power capacity, but the selection of 225 to 250W is mainly availability
and preferred due to cost optimization .
Insulation cables: The electrical connections between any two components
can be done by insulating wires or cables, for pv system we need to select an
suitable wire /cable to reduce the voltage drop and power losses in cable.
Inverter:-The AC power converted from the inverter must synchronize
automatically to the grid AC voltage and frequency. The design of an inverter
should be in such a way so that it can operate the PV system near its maximum
Power Point (MPP). co
9. Continued..
Net metering: metering is a method or mechanism that allows domestic or
commercial users to generate their own electricity using solar panels or
photovoltaic systems in order to export their extra energy back to the grid.
The process of net metering provides system owners with the opportunity to
gain extra income by selling the excess power to the utility or local grid hence
providing the energy to the local grid in the peak load hours.
Junction boxes or combiners: Junction boxes are used for wiring and must
be able to withstand dust; water etc, even junction boxes of suitable rating
should be selected.
Fuses of satisfactory rating must be provided in order to protect the solar
arrays from short circuit.
10. OBJECTIVE
Cost optimization in terms of (Installation, Labor, Energy, Storage,
Real Time Pricing):-
By minimizing equipment capital cost with lower material content, with lower-
cost materials and more efficient design, or it can be done with less expensive
manufacturing and shipping costs.
By reducing installation costs (i.e.; with simpler designs and minimization).
By lowering operation and maintenance costs with improved reliability,
automation, reducing need as with self-cleaning mirrors, and with better
techniques.
By constructing larger systems that provide economy of scale, mainly in the
power sector.
11. METHODOLOGY
To minimize the cost of energy which has to be delivered to a residential, commercial
purpose with this effect optimization can be determined i.e., how many solar collectors
and batteries (if any) are needed to provide lowest cost energy to the customer,
optimization evaluates the effect of changes in capitalized cost of the solar panels and
batteries.
12. METHOD FIRST
Step 1:- Minimize Electricity Bill
Fig. 1 shows electricity demand provided from three sources i.e; public grid, solar panels, and battery bank.
Dt=Gt +Pt + Bt
The input energy is a function of solar irradiation and efficiency and the size of the solar panels So the
equation can be formed as
St × PVsize × Pveff = Pt + PCt + L (2)
• Stored energy in the battery (Et) is function of sum of the input energy (minus) the summation of the
output energy from the batteries up to the desired time.
Et = Et -1 + Beff × PCt-1 – Bt-1 + Eo
Et = (Beff ×PCi – Bi) + Eo=1
where
EO =the initial stored energy of batteries
13. Taking into consideration, the real time price of the electricity and the amount of energy absorbed
from the grid at each time, and electricity cost for the period time of t is: t
C = (4)
As we know the objective is to minimize the electricity bill for a specific period of time then Eqns. 2
and 1 will be rewritten as:
Gt = Dt – PVsize × PVeff × St +Lt+PCt–Bt ( 5) Hence, objective function has been
minimized as;
C = (Dt- PVsize× PVeff× St + Lt + PCt- Bt) × Ct) (6)
Grid: power supplied from the grid, Gt is always assumed to be greater than zero. Which means that
all solar energy generated will either be consumed directly to loads or will charge the battery.
Therefore from Eq. 5 it states that:-
Dt -PVsize × PVeff × St + Lt + PCt -Bt ≥ 0 (7)
14. METHOD SECOND
The optimization has been observed for 72 hours, means system optimizes
available stored energy at time t and the predicted data for the next t + 72
hours.
When the optimization is done the condition of the system will be fixed for the
time t and the next optimization will be from t + 1,… t+73.
By this methodology we will let the system decide how to manage the flow of
energy.
Step 2:Maximum Investment Return;
It is known that minimized electricity bill (C) calculated for a range of solar PV
area and battery capacity with optimal solar collector area for delivering lowest
cost energy over a particular time can be determined.
15. CONTINUED..
Capital costs per area of solar collector and per kWh of battery capacity, inflation rate, and desired
interest rate from investment (assumed zero), the cash flow of the profit and cost in the life period of
the solar panels, the present value of the investment return is
P = (Pa , Fa ,I,a) (7)
Net future value Fa for each year = (saved money - capitalized cost for the year). Capitalized cost of the
solar panels and batteries are also a function of their size and unit cost then result of present value for
each year is given as:
Capitalized costa= PVsizea * PVcosta + Bsizea * Bcosta
Saved moneya= f (PVsize, Bsize) (8)
As a result, the net present value,
Pa (9)
16. RESULTS
Electricity Bill Minimization : shows the price of grid supplied power which is high so
the system uses solar or stored energy to loads, and when the grid power price is low then
loads are powered by the grid and generated solar energy is used to charge the batteries.
17. CONTINUED…
• shows how to achieve optimized result for a year. As initially electricity bill was $1335
and then optimized cost came to $835 with optimal use of solar energy.
Investment Return
The investment return is calculated for in view of battery technologies ,solar module
costs as the conditions of the case lower price of electricity and low solar irradiance in the
region with the high price of batteries and their short life span, for all the value of the size
of the batteries the investment return is negative.
• As the price of solar panels and storage systems have decreased , and latest technologies
for storage systems with longer life as first step towards maximum investment return can
be considered for with average price of the electricity about 0.23$ per KWh in
comparison with 0.15 $ in for residential users.
•
18. An example of investment return calculation for the new condition is illustrate in Fig.
19. CONTINUED…
Implicit price per square meter of the solar panel and storage system with 13
years of life span were $750 and $400 respectively.
• Now as shown, matchless optimal result that exists, for 25 square meters of
solar area and with a 8 kWh storage capacity has given maximum investment
return at the end of solar panels' life is $9140.
• Fig also shows how different life span of storage systems the price per KWh has
to decrease to make this idea valuable.
20. DISCUSSIONS
The performance design and installation of 8 kW roof top PV power system can
be analyzed, as total parameters of the system will be taken on real time basis
and the generated energy will be used for serving the increasing demand and
the remaining power will be injected into the grid.
The existing systems display a way to optimize the cost of transferred energy to
end users if real-time pricing of the electricity has been put into practice. It is
assumed in this model that the current generation capacity is fixed and all
energy produced from the renewable source is stored locally and overall effect
shown by this optimization is that of peak clearing.
However result showed up the overall money saved by each individual user the
society (utilities) will be potentially saved because of peak demand reduction
and decrease in need for peak capacity construction. The results showed how
the price of any storage system should decrease to make the solution economic.
21. REFRENCES
Vol-5, Issue-1, Jan- 2018] https://dx.doi.org/10.22161/ijaers.5.1.10 ISSN: 2349-6495(P) |
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investors
Scaling Up for Commercial PV Systems solar weekly By John Berdner
Crystalline Silicon Photovoltaic Modules solar weekly by John Berdner.
A. Raziei, K. P. Hallinan and R. J. Brecha, "Cost optimization with solar and conventional
energy production, energy storage, and real time pricing," ISGT 2014, 2014, pp. 1-5, doi:
10.1109/ISGT.2014.6816474.
The Central Energy Manager (CEM) controls the system whenever needed.
An input for optimization includes the following:
Average electricity demand at each hour by residential users (Dt)
electricity cost at each hour (Ct)
Available solar energy for each hour (kWh per square meter) for the solar panels (St)
Other inputs are the solar panel efficiency in converting solar irradiation to power (PVeff), battery charge and discharge efficiency, (Beff),
Battery and solar panel lifetime, and battery and solar panel levelized cost. Fig. 1 shows the relationship between the components of the system.
Variables for optimization are:
(Pt) flow of power at each hour from the PV to directly support the load.
(Lt) extra energy that gets lost because of the limitation in the size of the battery bank or low electricity demand.
(PCt) flow of power from solar panels to the battery bank.
(Bt) battery power discharge
(PVsize) size of the solar panels in square meters.
(Bsize) size of the battery bank in maximum storage (kWh).
where:
a = year when the future value is given
i = desired interest rate
Fa = net future value at year a
Pa = the net present value of Fa