The document discusses the viability of using standalone solar photovoltaic (PV) systems to power base transceiver stations (BTS) in rural areas of India where grid connectivity is limited. It notes that over 70% of telecom towers currently rely on diesel generators due to grid outages. Standalone PV systems could provide a more sustainable and cost-effective alternative. The document outlines the components and optimal sizing methodology for standalone PV systems powering BTS stations. It also discusses factors like solar radiation levels and government policies in India that encourage the use of solar energy.
Optimization towards cost effective solar mini grids in bangladeshDipta Majumder
People living in remote rural areas e.g. islands of Bangladesh don’t have access to electricity due to financial and technical challenges. Solar Photovoltaic (PV)-Diesel based hybrid mini grids can be a way to electrify remote rural areas of Bangladesh. However, solar energy is costly compared to conventional energy sources. Hence, optimization is essential to ensure success of solar mini grids in remote rural areas. Optimization of mini grid plant capacity based on demand is discussed. Diesel consumption and excess electricity from plant are the key optimization parameters. A case at Paratoli, Narsingdi, Bangladesh is taken into consideration to validate the optimization. Data is further analyzed to find out the future requirements and effects after optimization.
Making india non fossil fuel based, Types of Renewable Energy Sources, Solar Energy
Wind Energy
Hydro Energy
Tidal Energy
Geothermal Energy and
Biomass Energy
Rooftop Solar - Future for India, Grid-Connected and Off-Grid Rooftop Solar System, Hybrid Systems, CAPEX Model (Capital Expenditure Model), OPEX Model (Operating Expenses Model), Inside the Home of the Future
IRJET- Parametric Study of Grid Connected PV System with Battery for Single F...IRJET Journal
This document presents a parametric study of a grid-connected photovoltaic (PV) system with battery storage for a single-family house in India. The study uses PVsyst software to simulate the system located in Karad, Maharashtra. Load estimation for the house calculates total daily electricity demand to be approximately 1 kW or 850 Wh per day. The validation involves simulating the PV system configuration, determining system losses and outputs, and assessing economic feasibility for power generation at the selected location.
Solar in India have its own importance. It's the best opportunity for investors and this presentation explores it. If you need any further info please feel free to contact me. Viraj
IRJET- Generation of Grid Connected Electricity using Solar System for Reside...IRJET Journal
This document analyzes generating grid-connected electricity using solar panels installed on rooftops in residential areas of Mumbai, India. The authors propose a system that would generate 2 kW of electricity per month (3 MW annually) for a residential area, compared to the typical 0.8 kW monthly requirement. This would allow excess electricity to be fed into the grid. The authors develop a prototype for a single home using PVSYST tools to model different panel technologies. Modeling shows that installing polycrystalline or monocrystalline solar panels each rated at 2 kW could generate around 2.74 MWh of electricity annually, exceeding the typical electricity needs.
This document analyzes the potential and cost-effectiveness of a 2.5 MW solar photovoltaic power plant to meet the energy demands of a garment zone in Jaipur, India. It estimates the energy demand of the zone to be 2.21 MW and designs an on-site PV plant requiring 13.14 acres of land. It also considers an off-site option due to high land costs. The on-site plant has an IRR of 11.88%, NPV of 119.52 million INR, and payback period of 7.73 years. The off-site plant has higher IRR and NPV, and a shorter payback period. The levelized cost of energy is lower
This document is a summer internship report submitted by Dharmveer Kumar to his supervisor Dr. K. Sudhakar at the Energy Centre of Maulana Azad National Institute of Technology in Bhopal, India. The report details Dharmveer's performance analysis of a 68 Watt flexible solar PV module under roof-top and facade conditions on a hazy day. It includes an introduction to flexible solar PV technologies, a description of the instruments used, methodology, results and conclusions from the analysis of the module's energy and exergy efficiency.
Electricity Generation Using Speed Breaker IRJET Journal
The document describes a method for generating electricity from vehicles passing over speed bumps. A mechanism including a rack and pinion system and spring assembly is placed under speed bumps to capture the kinetic energy from vehicles. As vehicles pass over the bumps, this mechanism converts the vertical motion into rotational motion. A generator then converts this rotational motion into electrical energy, which can be stored in batteries. The electricity generated in this way could power streetlights and other infrastructure near roads with high traffic volumes. The researchers conducted experiments and were able to generate 1.5V of voltage and 3.55mA of current from a 200kg test weight, demonstrating the feasibility of the concept. They suggest further development potential, such as designing the system to
Optimization towards cost effective solar mini grids in bangladeshDipta Majumder
People living in remote rural areas e.g. islands of Bangladesh don’t have access to electricity due to financial and technical challenges. Solar Photovoltaic (PV)-Diesel based hybrid mini grids can be a way to electrify remote rural areas of Bangladesh. However, solar energy is costly compared to conventional energy sources. Hence, optimization is essential to ensure success of solar mini grids in remote rural areas. Optimization of mini grid plant capacity based on demand is discussed. Diesel consumption and excess electricity from plant are the key optimization parameters. A case at Paratoli, Narsingdi, Bangladesh is taken into consideration to validate the optimization. Data is further analyzed to find out the future requirements and effects after optimization.
Making india non fossil fuel based, Types of Renewable Energy Sources, Solar Energy
Wind Energy
Hydro Energy
Tidal Energy
Geothermal Energy and
Biomass Energy
Rooftop Solar - Future for India, Grid-Connected and Off-Grid Rooftop Solar System, Hybrid Systems, CAPEX Model (Capital Expenditure Model), OPEX Model (Operating Expenses Model), Inside the Home of the Future
IRJET- Parametric Study of Grid Connected PV System with Battery for Single F...IRJET Journal
This document presents a parametric study of a grid-connected photovoltaic (PV) system with battery storage for a single-family house in India. The study uses PVsyst software to simulate the system located in Karad, Maharashtra. Load estimation for the house calculates total daily electricity demand to be approximately 1 kW or 850 Wh per day. The validation involves simulating the PV system configuration, determining system losses and outputs, and assessing economic feasibility for power generation at the selected location.
Solar in India have its own importance. It's the best opportunity for investors and this presentation explores it. If you need any further info please feel free to contact me. Viraj
IRJET- Generation of Grid Connected Electricity using Solar System for Reside...IRJET Journal
This document analyzes generating grid-connected electricity using solar panels installed on rooftops in residential areas of Mumbai, India. The authors propose a system that would generate 2 kW of electricity per month (3 MW annually) for a residential area, compared to the typical 0.8 kW monthly requirement. This would allow excess electricity to be fed into the grid. The authors develop a prototype for a single home using PVSYST tools to model different panel technologies. Modeling shows that installing polycrystalline or monocrystalline solar panels each rated at 2 kW could generate around 2.74 MWh of electricity annually, exceeding the typical electricity needs.
This document analyzes the potential and cost-effectiveness of a 2.5 MW solar photovoltaic power plant to meet the energy demands of a garment zone in Jaipur, India. It estimates the energy demand of the zone to be 2.21 MW and designs an on-site PV plant requiring 13.14 acres of land. It also considers an off-site option due to high land costs. The on-site plant has an IRR of 11.88%, NPV of 119.52 million INR, and payback period of 7.73 years. The off-site plant has higher IRR and NPV, and a shorter payback period. The levelized cost of energy is lower
This document is a summer internship report submitted by Dharmveer Kumar to his supervisor Dr. K. Sudhakar at the Energy Centre of Maulana Azad National Institute of Technology in Bhopal, India. The report details Dharmveer's performance analysis of a 68 Watt flexible solar PV module under roof-top and facade conditions on a hazy day. It includes an introduction to flexible solar PV technologies, a description of the instruments used, methodology, results and conclusions from the analysis of the module's energy and exergy efficiency.
Electricity Generation Using Speed Breaker IRJET Journal
The document describes a method for generating electricity from vehicles passing over speed bumps. A mechanism including a rack and pinion system and spring assembly is placed under speed bumps to capture the kinetic energy from vehicles. As vehicles pass over the bumps, this mechanism converts the vertical motion into rotational motion. A generator then converts this rotational motion into electrical energy, which can be stored in batteries. The electricity generated in this way could power streetlights and other infrastructure near roads with high traffic volumes. The researchers conducted experiments and were able to generate 1.5V of voltage and 3.55mA of current from a 200kg test weight, demonstrating the feasibility of the concept. They suggest further development potential, such as designing the system to
Solar rooftop opportunities and challengesJay Ranvir
India has high potential for solar energy generation due to its abundant solar irradiation. The government has set a target of 100 GW of solar generation capacity by 2022, including 40 GW from rooftop solar projects. Rooftop solar offers advantages like reduced transmission losses and land requirements. However, the high upfront cost and technical challenges have limited rooftop solar installations so far. States have introduced policies to promote rooftop solar through incentives and net-metering, but further measures are needed to achieve large-scale adoption.
This document summarizes a seminar on reaching India's target of installing 175 GW of renewable power capacity by 2022, a five times increase from current levels. It provides background on India's renewable energy targets and current scenario. Key points include India's targets of 60 GW of wind and 100 GW of solar by 2022 set by the Ministry of New and Renewable Energy. It also reviews the roles of the central MNRE and state-level agencies like KREDL in Karnataka in promoting renewable projects. Case studies of large solar and wind projects commissioned in India are also summarized.
This document presents a study on the design and economic feasibility analysis of a standalone photovoltaic (PV) system to provide electricity for a single household in rural India. The key points are:
1) A PV system was designed to meet the daily electricity demand of 7480 Wh for a household in Pune, India. This included sizing the PV array at 11.3 m2 and 1356 WP, and batteries at 1500 Ah.
2) A life cycle cost analysis of the 20-year system found the present worth costs to be $6960 for the PV array, $2557.50 for initial batteries, and additional battery costs of $1840.93, $1325.
Performance Analysis of Grid Connected Solar Captive Power PlantJagan Rampalli
The document analyzes the performance of a 75kWp grid-connected solar power plant for an educational institution in Odisha, India. It finds that the plant generates an average of 20.05 kW daily and has a load factor of 15.66%. Simulation estimates annual generation of 108,503 kWh. The plant helps meet the institution's load demand, which peaks from 11am to 4pm daily. When generation exceeds load, excess power is exported to the grid through net metering. When load is higher than generation, power is imported from the grid to meet the demand. The plant contributes to meeting the institution's electricity needs through clean solar energy.
A new Clean technology for Electricity GenerationBiswajit Bhuyan
The document discusses a new clean technology for power generation in India. It provides context on India's growing power sector and energy demands. The new technology utilizes renewable energy sources to generate power and has several advantages over other renewable technologies like solar and wind such as requiring less land, providing continuous base load power, and being scalable. It then provides details on establishing a 209MW power plant using this new technology, including financial projections showing strong returns over 11 years.
IRJET-Review on Solar Thermal and Photovoltaic Energy SystemIRJET Journal
This document summarizes and compares solar thermal and photovoltaic energy systems. Solar thermal systems indirectly generate electricity by using solar collectors to heat a liquid or gas, then converting the heat to electricity. Concentrated solar power is a type of solar thermal that uses tracking mechanisms to focus sunlight and achieve higher temperatures and efficiencies. Photovoltaic systems directly convert sunlight into electricity using solar panels without heat exchange. While photovoltaic systems have higher energy production, even at low light levels, their limitation is lack of cost-effective electricity storage. Solar thermal systems allow for thermal energy storage at low cost and therefore can provide dispatchable electricity production. Both systems show potential but differ in energy conversion methods and ability to store excess energy
The document discusses opportunities in the solar power industry in India, including the growing market for solar modules. It finds that annual revenues from solar power in India are expected to grow significantly through 2022, with grid-connected power projects and thin film technologies showing the most promise. The market for crystalline silicon solar modules is also expected to experience strong growth. The document identifies two Indian solar module manufacturers, Websol Energy and PV Powertech, as potential acquisition targets to help enter the domestic market.
Indian solar energy sector at a glance..Ankesh Singh
The document provides an overview of the Indian power sector and solar energy industry. It discusses that India generates most of its power from thermal sources but aims to increase renewable energy capacity. Solar power in particular is a focus, with the government target of installing 175GW of renewable capacity including 100GW from solar by 2022. The document also describes the types of solar energy technologies, how photovoltaic systems work to generate electricity from sunlight, and the different modes of on-grid and off-grid solar power systems. It notes that while solar power holds potential in India, domestic solar manufacturers are struggling to compete with cheaper Chinese imports.
Rooftop solar power provides feasible options for corporates and industries to save on energy costs. A rooftop solar power system installs solar panels on a building's rooftop to generate electricity. Corporates can benefit from lower electricity costs compared to utility prices over 25 years as well as tax incentives. Currently over 1020 MW of solar rooftop capacity is installed across India in the industrial, commercial, government and residential sectors. Design options include grid-connected, hybrid, or storage systems. Payback periods are typically within 2-6 years depending on consumer type and grid power prices. Government policies support net metering and open access to the electricity grid. Chemtrols Solar provides turnkey rooftop solar
IRJET- Electricity Generation using Speed BreakerIRJET Journal
This document describes a proposed system to generate electricity from speed breakers. When vehicles pass over speed breakers, their kinetic energy is wasted. The system aims to capture this wasted energy. It would use a rack and pinion mechanism to convert the up/down motion of vehicles on the speed breaker into rotational motion. This rotation would power a generator to produce electricity. Piezoelectric crystals would also capture energy from vehicle pressure and add to the total output. The electricity could be stored and used for local lighting or other needs. The system has the benefits of being low-cost and utilizing an untapped energy source from vehicle movement.
This document summarizes the scope of wind-solar hybrid systems as renewable energy sources in India. It discusses that India has abundant solar and wind energy resources but both have disadvantages when used independently. A hybrid system combines both to increase efficiency. The document surveys solar and wind energy potential in India and the cities of Pune and Nasik specifically. It provides an overview of how a hybrid system works, its advantages over individual systems, installation capacities and configurations. Methods to further increase efficiency like maximum power point tracking are also discussed. The hybrid system is presented as a reliable and cost-effective solution to meet energy demands in India.
India aims to install 20GW of solar power generation capacity by 2022 according to its National Solar Mission. As of May 2014, India had 2.5GW of installed solar PV capacity out of a total electricity generation capacity of approximately 146.753GW. The National Solar Mission aims to promote ecologically sustainable growth and address India's energy security challenges by establishing targets for off-grid solar applications, solar thermal collectors, and solar home lighting by 2022.
The document outlines recent trends in microgrid technology. It begins with an introduction and then presents an outline covering topics such as the Indian energy scenario in 2015, major power incidents that motivated microgrids, definitions of microgrids and their basic architecture, classification of microgrids, microgrid operation modes, importance and benefits of microgrids, challenges, smart grid priorities in India, existing hybrid grid ventures in India and worldwide, relevance of smart grids in India, India's smart grid mission and vision, and a conclusion.
IRJET-Grid Connected Hybrid Renewable Energy System for Vehicles Charging Sta...IRJET Journal
This document discusses a proposed grid-connected hybrid renewable energy system using solar and wind energy to power an electric vehicle charging station and street lighting system. The system would use photovoltaic panels and a wind turbine to generate electricity, with a multilevel inverter to convert the DC power to AC and connect it to the electric grid. When renewable energy generation is insufficient, power would be drawn from the grid. The document provides background on hybrid renewable energy systems and the advantages they provide over individual solar or wind systems. It also outlines the major components of the proposed system and presents equations to calculate the power generated from the solar panels and wind turbine. The aim is to establish a reliable renewable energy source for the charging station and street lights
A study on charanka solar park and kudankulam nuclear power plant in indiaKetan Vador
The Charanka Solar Park in Gujarat, India is the largest solar park in Asia. Phase 1 has an installed capacity of 214 MW from 17 thin-film photovoltaic power systems across 2,000 hectares. When fully operational in 2014, it will host 500 MW across 2,456 hectares at a cost of $280 million. It saves millions of tons of carbon dioxide emissions annually compared to fossil fuel plants and is helping India meet its renewable energy targets.
Solar Photovoltaic (PV) Grid Integration IssuesIJMTST Journal
High electricity demand, reduction in fossil fuels and increasing demand towards solar energy, the integration of solar photovoltaic (PV) generation in the utility grid is gaining high popularity in India. Many distributed energy resources (DERs) are connected to the utility grid or microgrids with the help of power electronics interface, while interfacing power electronics with microgrids there are valid technical concerns from utilities about power quality and the impact of DG on the low voltage (LV) grid. This paper focuses on India’s Current Solar generation capacity and grid integration issues such as voltage, frequency regulation, active, reactive power control and power quality issues.
Official Document of the Manipur solar policy 2014.
This document is not a work of Headway Solar (http://headwaysolar.com/) and it has been released here for the benefit of the general public.
Techno economic analysis of SPV-DG hybrid model using HOMERIRJET Journal
This document summarizes a study that conducts a techno-economic analysis of a solar photovoltaic (SPV)-diesel generator (DG) hybrid energy system model implemented in Leh, India. The HOMER software is used to optimize and simulate the SPV-DG hybrid system. Simulation results are analyzed to determine the optimal sizing of SPV and DG components and overall system performance. A life cycle cost analysis is performed considering capital, operating, maintenance and fuel costs. The study also examines the environmental impacts of the SPV-DG system, focusing on reductions in greenhouse gas emissions and fossil fuel dependence.
IoT Based Automatic Solar Panel Monitoring SystemIRJET Journal
This document discusses an IoT-based automatic solar panel monitoring system. The system aims to continuously monitor and maintain solar panels using IoT. Sensors will track the sun's position and intensity of radiation to rotate the panels for maximum energy production. Dust sensors will alert users when cleaning is needed to restore efficiency. Timely notifications and a user-friendly interface will provide system data analysis to users. The system seeks to present an approach that informs users on panel efficiency, performance status, and production through real-time data and automatic panel rotation.
Solar rooftop opportunities and challengesJay Ranvir
India has high potential for solar energy generation due to its abundant solar irradiation. The government has set a target of 100 GW of solar generation capacity by 2022, including 40 GW from rooftop solar projects. Rooftop solar offers advantages like reduced transmission losses and land requirements. However, the high upfront cost and technical challenges have limited rooftop solar installations so far. States have introduced policies to promote rooftop solar through incentives and net-metering, but further measures are needed to achieve large-scale adoption.
This document summarizes a seminar on reaching India's target of installing 175 GW of renewable power capacity by 2022, a five times increase from current levels. It provides background on India's renewable energy targets and current scenario. Key points include India's targets of 60 GW of wind and 100 GW of solar by 2022 set by the Ministry of New and Renewable Energy. It also reviews the roles of the central MNRE and state-level agencies like KREDL in Karnataka in promoting renewable projects. Case studies of large solar and wind projects commissioned in India are also summarized.
This document presents a study on the design and economic feasibility analysis of a standalone photovoltaic (PV) system to provide electricity for a single household in rural India. The key points are:
1) A PV system was designed to meet the daily electricity demand of 7480 Wh for a household in Pune, India. This included sizing the PV array at 11.3 m2 and 1356 WP, and batteries at 1500 Ah.
2) A life cycle cost analysis of the 20-year system found the present worth costs to be $6960 for the PV array, $2557.50 for initial batteries, and additional battery costs of $1840.93, $1325.
Performance Analysis of Grid Connected Solar Captive Power PlantJagan Rampalli
The document analyzes the performance of a 75kWp grid-connected solar power plant for an educational institution in Odisha, India. It finds that the plant generates an average of 20.05 kW daily and has a load factor of 15.66%. Simulation estimates annual generation of 108,503 kWh. The plant helps meet the institution's load demand, which peaks from 11am to 4pm daily. When generation exceeds load, excess power is exported to the grid through net metering. When load is higher than generation, power is imported from the grid to meet the demand. The plant contributes to meeting the institution's electricity needs through clean solar energy.
A new Clean technology for Electricity GenerationBiswajit Bhuyan
The document discusses a new clean technology for power generation in India. It provides context on India's growing power sector and energy demands. The new technology utilizes renewable energy sources to generate power and has several advantages over other renewable technologies like solar and wind such as requiring less land, providing continuous base load power, and being scalable. It then provides details on establishing a 209MW power plant using this new technology, including financial projections showing strong returns over 11 years.
IRJET-Review on Solar Thermal and Photovoltaic Energy SystemIRJET Journal
This document summarizes and compares solar thermal and photovoltaic energy systems. Solar thermal systems indirectly generate electricity by using solar collectors to heat a liquid or gas, then converting the heat to electricity. Concentrated solar power is a type of solar thermal that uses tracking mechanisms to focus sunlight and achieve higher temperatures and efficiencies. Photovoltaic systems directly convert sunlight into electricity using solar panels without heat exchange. While photovoltaic systems have higher energy production, even at low light levels, their limitation is lack of cost-effective electricity storage. Solar thermal systems allow for thermal energy storage at low cost and therefore can provide dispatchable electricity production. Both systems show potential but differ in energy conversion methods and ability to store excess energy
The document discusses opportunities in the solar power industry in India, including the growing market for solar modules. It finds that annual revenues from solar power in India are expected to grow significantly through 2022, with grid-connected power projects and thin film technologies showing the most promise. The market for crystalline silicon solar modules is also expected to experience strong growth. The document identifies two Indian solar module manufacturers, Websol Energy and PV Powertech, as potential acquisition targets to help enter the domestic market.
Indian solar energy sector at a glance..Ankesh Singh
The document provides an overview of the Indian power sector and solar energy industry. It discusses that India generates most of its power from thermal sources but aims to increase renewable energy capacity. Solar power in particular is a focus, with the government target of installing 175GW of renewable capacity including 100GW from solar by 2022. The document also describes the types of solar energy technologies, how photovoltaic systems work to generate electricity from sunlight, and the different modes of on-grid and off-grid solar power systems. It notes that while solar power holds potential in India, domestic solar manufacturers are struggling to compete with cheaper Chinese imports.
Rooftop solar power provides feasible options for corporates and industries to save on energy costs. A rooftop solar power system installs solar panels on a building's rooftop to generate electricity. Corporates can benefit from lower electricity costs compared to utility prices over 25 years as well as tax incentives. Currently over 1020 MW of solar rooftop capacity is installed across India in the industrial, commercial, government and residential sectors. Design options include grid-connected, hybrid, or storage systems. Payback periods are typically within 2-6 years depending on consumer type and grid power prices. Government policies support net metering and open access to the electricity grid. Chemtrols Solar provides turnkey rooftop solar
IRJET- Electricity Generation using Speed BreakerIRJET Journal
This document describes a proposed system to generate electricity from speed breakers. When vehicles pass over speed breakers, their kinetic energy is wasted. The system aims to capture this wasted energy. It would use a rack and pinion mechanism to convert the up/down motion of vehicles on the speed breaker into rotational motion. This rotation would power a generator to produce electricity. Piezoelectric crystals would also capture energy from vehicle pressure and add to the total output. The electricity could be stored and used for local lighting or other needs. The system has the benefits of being low-cost and utilizing an untapped energy source from vehicle movement.
This document summarizes the scope of wind-solar hybrid systems as renewable energy sources in India. It discusses that India has abundant solar and wind energy resources but both have disadvantages when used independently. A hybrid system combines both to increase efficiency. The document surveys solar and wind energy potential in India and the cities of Pune and Nasik specifically. It provides an overview of how a hybrid system works, its advantages over individual systems, installation capacities and configurations. Methods to further increase efficiency like maximum power point tracking are also discussed. The hybrid system is presented as a reliable and cost-effective solution to meet energy demands in India.
India aims to install 20GW of solar power generation capacity by 2022 according to its National Solar Mission. As of May 2014, India had 2.5GW of installed solar PV capacity out of a total electricity generation capacity of approximately 146.753GW. The National Solar Mission aims to promote ecologically sustainable growth and address India's energy security challenges by establishing targets for off-grid solar applications, solar thermal collectors, and solar home lighting by 2022.
The document outlines recent trends in microgrid technology. It begins with an introduction and then presents an outline covering topics such as the Indian energy scenario in 2015, major power incidents that motivated microgrids, definitions of microgrids and their basic architecture, classification of microgrids, microgrid operation modes, importance and benefits of microgrids, challenges, smart grid priorities in India, existing hybrid grid ventures in India and worldwide, relevance of smart grids in India, India's smart grid mission and vision, and a conclusion.
IRJET-Grid Connected Hybrid Renewable Energy System for Vehicles Charging Sta...IRJET Journal
This document discusses a proposed grid-connected hybrid renewable energy system using solar and wind energy to power an electric vehicle charging station and street lighting system. The system would use photovoltaic panels and a wind turbine to generate electricity, with a multilevel inverter to convert the DC power to AC and connect it to the electric grid. When renewable energy generation is insufficient, power would be drawn from the grid. The document provides background on hybrid renewable energy systems and the advantages they provide over individual solar or wind systems. It also outlines the major components of the proposed system and presents equations to calculate the power generated from the solar panels and wind turbine. The aim is to establish a reliable renewable energy source for the charging station and street lights
A study on charanka solar park and kudankulam nuclear power plant in indiaKetan Vador
The Charanka Solar Park in Gujarat, India is the largest solar park in Asia. Phase 1 has an installed capacity of 214 MW from 17 thin-film photovoltaic power systems across 2,000 hectares. When fully operational in 2014, it will host 500 MW across 2,456 hectares at a cost of $280 million. It saves millions of tons of carbon dioxide emissions annually compared to fossil fuel plants and is helping India meet its renewable energy targets.
Solar Photovoltaic (PV) Grid Integration IssuesIJMTST Journal
High electricity demand, reduction in fossil fuels and increasing demand towards solar energy, the integration of solar photovoltaic (PV) generation in the utility grid is gaining high popularity in India. Many distributed energy resources (DERs) are connected to the utility grid or microgrids with the help of power electronics interface, while interfacing power electronics with microgrids there are valid technical concerns from utilities about power quality and the impact of DG on the low voltage (LV) grid. This paper focuses on India’s Current Solar generation capacity and grid integration issues such as voltage, frequency regulation, active, reactive power control and power quality issues.
Official Document of the Manipur solar policy 2014.
This document is not a work of Headway Solar (http://headwaysolar.com/) and it has been released here for the benefit of the general public.
Techno economic analysis of SPV-DG hybrid model using HOMERIRJET Journal
This document summarizes a study that conducts a techno-economic analysis of a solar photovoltaic (SPV)-diesel generator (DG) hybrid energy system model implemented in Leh, India. The HOMER software is used to optimize and simulate the SPV-DG hybrid system. Simulation results are analyzed to determine the optimal sizing of SPV and DG components and overall system performance. A life cycle cost analysis is performed considering capital, operating, maintenance and fuel costs. The study also examines the environmental impacts of the SPV-DG system, focusing on reductions in greenhouse gas emissions and fossil fuel dependence.
IoT Based Automatic Solar Panel Monitoring SystemIRJET Journal
This document discusses an IoT-based automatic solar panel monitoring system. The system aims to continuously monitor and maintain solar panels using IoT. Sensors will track the sun's position and intensity of radiation to rotate the panels for maximum energy production. Dust sensors will alert users when cleaning is needed to restore efficiency. Timely notifications and a user-friendly interface will provide system data analysis to users. The system seeks to present an approach that informs users on panel efficiency, performance status, and production through real-time data and automatic panel rotation.
The document discusses renewable energy options to power rural telecommunications networks in India. It proposes hybrid solar-wind power systems as a feasible solution. Key points:
1) Rural areas often lack reliable electricity, forcing telecom providers to use expensive diesel generators. Renewable systems could provide clean, affordable power.
2) A hybrid solar-wind system is proposed, using solar panels, small wind turbines, batteries, and backup generators. For a typical 2KW rural site, a 17KW solar system is suggested.
3) Larger 6KW sites could use a 25KW solar system with wind turbines and operate generators for 7 hours daily. The hybrid systems are designed to minimize generator use and provide stable 48V
IRJET - Review on Ideal Microgrid for Indian FarmersIRJET Journal
This document reviews an ideal solar microgrid system for Indian farmers. It proposes a system consisting of PV panels, maximum power point tracking (MPPT), a three-phase inverter, and battery storage. It analyzes different techniques for MPPT, inverter control schemes, and battery energy storage. Perturb and observe and incremental conductance are discussed as MPPT algorithms, and single-stage, dual-stage, and microinverters are reviewed as inverter topologies. The system aims to provide farmers with electricity for their needs while allowing excess to be sold back to the grid as a new source of income.
IRJET- Planning and Designing of Zero Energy Residential BuildingIRJET Journal
The document discusses the planning and design of a zero energy residential building in India. It aims to produce enough electricity through solar panels to meet the building's annual energy needs. The proposed building's energy consumption is calculated to be 9,930 watts per day. Based on this, the design includes installing 8 solar panels totaling 1,986 watts to meet the building's daily needs. Additional system components like batteries, inverters, and their costs are presented. The analysis estimates it will take 5.5 years for the solar energy system costs to be recovered through electricity savings. Advantages of zero energy buildings include reducing environmental impacts and long-term cost savings, while disadvantages include high upfront costs and dependence on weather conditions
The document discusses the opportunities and challenges for solar PV in India. It notes that India has high and growing energy needs but relies heavily on coal, and that solar PV can help meet rural electrification needs and provide off-grid power. However, it faces challenges including the need for standards, financing infrastructure, research and development, training, consumer awareness, and policy support such as through JNNSM. Addressing these challenges can help solar PV fulfill its potential to provide clean energy for India's development.
Optimal Hybrid Energy System for Rural Electrification in India using HOMER S...IRJET Journal
This document discusses the optimal design of a hybrid energy system for a village in India using the HOMER software. It analyzes a grid-connected hybrid system combining solar PV, diesel generator, battery storage, and grid connection. The system is designed to meet the village's daily electricity demand of 202 kWh and peak demand of 16.67 kW. Simulation results show the optimal system would include 14.6 kW of solar PV panels, 19 kW diesel generator, 56 batteries, and 16 kW converter. The levelized cost of electricity for this system would be $0.1903/kWh, lower than an off-grid system. The hybrid system would generate most power from the grid, but the solar PV and diesel generator
IRJET- Solar Power Generation, Utilization and Monitoring using Internet of T...IRJET Journal
The document discusses a proposed solar power generation and monitoring system using Internet of Things (IoT). The system would include an on-grid setup with battery backup to power loads and sell excess power to the grid. IoT sensors would monitor parameters like energy generation, consumption, temperature to allow for remote monitoring and preventative maintenance. This would help optimize operation and reduce human intervention in solar power management.
The document summarizes a study of an optimal grid-integrated solar PV system. A hybrid system was modeled using HOMER software to integrate a 25 kWp solar PV array with the existing electrical grid. Simulation results found the system could meet the local load of 69 kWh/day while selling excess solar energy to the grid. The optimal system achieved 79% renewable energy penetration and a net annual energy export of 17,505 kWh to the grid. The study contributes to the design and optimization of grid-connected solar PV systems.
This document summarizes a student project to design and build a solar-powered vehicle. It begins with an abstract that outlines the key components and goals of using solar energy to charge batteries and power motors to drive the vehicle. The introduction discusses the importance of renewable energy sources given finite fossil fuels. It then reviews relevant literature on solar energy collection and conversion efficiency. The circuit diagram and working of the vehicle are described, including solar panels charging batteries, batteries powering DC motors via a microcontroller and relays, and Bluetooth remote control. Advantages include no emissions or fuel costs, while disadvantages are limited range and speed. The conclusion discusses overcoming challenges through further research and notes potential battery charging while stopped. The future scope discusses solar vehicles
IRJET - Design and Implementation of Closed-Loop Controlled Boost Converter f...IRJET Journal
The document proposes a design for a closed-loop controlled boost converter for a grid-connected solar rooftop system with net metering using fuzzy logic. The system aims to improve power quality and efficiency by reducing errors in solar output conversion to 2-5% using fuzzy logic control of the boost converter and inverter. It also allows unused solar power to be exported to the utility grid and provides the consumer with tariff compensation through net metering functionality. Simulations of the system in MATLAB show improved voltage and current quality when connecting the solar system to the utility grid.
India has been promoting solar power development through initiatives like the Jawaharlal Nehru National Solar Mission. The goal is to install 20GW of solar power generation capacity by 2022 to help meet energy demands and address climate change. Solar power costs in India have been decreasing and are now competitive with fossil fuel alternatives in some applications like rooftop solar. Further cost reductions and innovation will help solar power expand its reach.
This document describes a solar-powered electric vehicle that can charge itself using solar energy technology. The project aims to design an electric car that decreases dependence on fuel and reduces air pollution and greenhouse gas emissions. It uses solar panels to charge the vehicle's lithium-ion battery bank. An Arduino board controls functions like direction, speed and charging. A NodeMCU module enables internet of things connectivity. Joysticks control direction while motor drivers power the motors. The design aims to promote sustainable transportation using renewable solar energy.
This document summarizes a study on maintaining grid codes when integrating wind distributed generation with the grid using STATCOMs. It first provides background on grid codes and their importance for high penetration of renewable energy sources like wind. It then discusses how STATCOMs can help meet grid code requirements for reactive power compensation and fault ride-through capabilities by providing smooth reactive power support. The study models an IEEE test system integrated with a wind farm in MATLAB/Simulink. Results show that a STATCOM connected at the point of common coupling significantly improves voltage profiles during faults, helping maintain grid codes.
Integrating Renewable Energy in Smart Grid: Opportunity, Challenges and Progr...IRJET Journal
1) India has seen significant growth in renewable energy, especially solar and wind, over the last decade and has set a target of installing 500GW of renewable capacity by 2030.
2) Integrating such large amounts of renewable energy will be challenging due to the variable and intermittent nature of solar and wind sources.
3) The document discusses India's progress in renewable energy development and generation as well as the opportunities and challenges of integrating renewable energy into the country's power grid at large scale.
1. The document describes the design and development of a dual axis solar tracking system that aims to maximize the performance of photovoltaic modules by constantly aligning them with the sun's rays.
2. The system uses an ATmega328P microcontroller to control two servo motors that rotate the solar array in two axes based on inputs from four light sensors located near the array.
3. Testing showed the designed dual axis solar tracking system was able to keep the panels aligned with the sun or any light source repeatedly, and such a system could increase the energy output of a PV installation by up to 8 times compared to a fixed structure.
Real Time Monitoring and Simulation Analysis of 30WP off Grid Solar Rooftop P...IRJET Journal
1) The document describes the real-time monitoring and simulation analysis of a 30WP off-grid solar rooftop photovoltaic power plant in Hyderabad, India.
2) Key components of the system include 30WP polycrystalline solar panels, a 100VA inverter, battery storage, and support structures.
3) Real-time performance data was collected, showing voltage and current output values at different times. Simulation results predicted an annual energy output of 43kWh and performance ratio of 0.595 for the 30WP system.
IRJET- A Review on Design and Fabrication of a Solar RoadwaysIRJET Journal
This document summarizes a review of the design and fabrication of solar roadways. Some key points:
- Solar roadways involve replacing traditional asphalt roads with structurally engineered solar panels that can be driven on and generate electricity.
- This renewable energy could replace the need for fossil fuels currently used for electricity generation, reducing greenhouse gas emissions.
- Additional benefits include an intelligent road infrastructure, self-healing power grid eliminating fossil fuel needs, traffic detection/messaging, illuminated roads, and wireless electric vehicle charging.
- The review discusses the components of solar roadway systems including solar panels, base layers, batteries, LEDs, transformers, controllers, and wireless charging capabilities.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
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
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
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.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.