Solar energy is very potential to be developed in a tropical country such as in Indonesia. This energy source is eco-friendly because it can eliminate air pollution such as caused by conventional fossil fuels. This research article presents analysis results of a novel grid-connected photovoltaic system using low-voltage high-current system. The electrical energy produced by the photovoltaic system was sent into the electrical power grid using two or more H-bridge current source inverters operated in parallel. The proposed system is very suitable for large size photovoltaic system because of its some merits. The inverter circuits work generating sinusoidal output currents and controlling the power delivered into the grid. The test results of the new system showed that the system worked properly as interface between photovoltaic system and the electrical grid delivering high ac current with low harmonic distortion.
Energy Storage Management in Grid Connected Solar Photovoltaic SystemIJERA Editor
The penetration of renewable sources in the power system network in the power system has been increasing in the recent years. One of the solutions being proposed to improve the reliability and performance of these systems is to integrate energy storage device into the power system network. This paper discusses the modeling of photo voltaic and status of the storage device such as lead acid battery for better energy management in the system. The energy management for the grid connected system was performed by the dynamic switching process.
14 9737 lightning paper id 0005 edit septianIAESIJEECS
Study the impacts of lightning-induced transient overvoltage on a hybrid PV-Wind system has been addressed in this work. Overvoltage that is generated due to lightning stroke travels along the system where it can be very harmful to the expensive equipment of the system such as PV models, inverters, charge controllers, batteries, transformers, and generator etc. The simulation model of a system has been completed by using PSCAD/EMTDC software. The system comprises of 2 MW PV farm, battery system, 2.1 MW wind farm and loads which are all connected to the common AC bus and then to the utility grid through an interfacing transformer. Lightning current is generated by using the double exponential function, from the simulation results, when the lightning current is injected to the AC and DC sides of PV system, the transient current and voltage have appeared at different points of the hybrid system. The results were obtained for 8/20 μs and 10/350 μs standards lightning waveforms with current magnitude of 100 kA.
Simulation of various DC-DC converters for photovoltaic systemIJECEIAES
This work explains the comparison of various dc-dc converters for photovoltaic systems. In recent day insufficient energy and continues increasing in fuel cost, exploration on renewable energy system becomes more essential. For high and medium power applications, high input source from renewable systems like photovoltaic and wind energy system turn into difficult one, which leads to increase of cost for installation process. So the generated voltage from PV system is boosted with help various boost converter depends on the applications. Here the various converters are like boost converter, buck converter, buck-boost converter, cuk converter, sepic converter and zeta converter are analysed for photovoltaic system, which are verified using matlab / simulink.
This document discusses the role of power electronics in coupling non-renewable and renewable energy systems to electric grids. It describes how power electronics can be used to interface systems like fuel cells, solar panels, wind turbines, and microturbines to convert their output to the required grid voltage and frequency. The document outlines several types of non-renewable systems like internal combustion engines and microturbines as well as renewable systems including wind, solar, and wave energy. It provides examples of how power electronics topologies can be applied to efficiently couple each type of system and allow for functions like maximum power point tracking and grid support services.
A Three Phase Multi Level Converter for grid Connected PV SystemIAES-IJPEDS
Photovoltaic energy is a wide kind of green energy. A high performance on these systems is needed to make the most of energy produced by solar cells. Also, there must be a constant adaptation due to the continuous variation of power production. Control techniques for Power Converters like the MPPT algorithm (Maximum Power Point Tracking) present very good results on photovoltaic chains. Nevertheless, losses on power elements reduce global performance and the voltage/current adaptation is not always possible. This paper presents a single-phase 11-level (5 H-bridges) cascade multilevel DC- AC grid-tied inverter. Each inverter bridge is connected to a 200 W solar panel. OPAL-RT lab was used as the hardware in the loop (HIL) real-time control system platform where a Maximum Power Point Tracking (MPPT) algorithm was implemented based on the inverter output power to assure optimal operation of the inverter when connected to the power grid as well as a Phase Locked Loop (PLL) for phase and frequency match. A novel SPWM scheme is proposed in this paper to be used with the solar panels that can account for voltage profile fluctuations among the panels during the day. Simulation and experimental results are shown for voltage and current during synchronization mode and power transferring mode to validate the methodology for grid connection of renewable resources.
This document summarizes a study analyzing a hybrid energy system consisting of wind turbines, photovoltaic panels, with hybrid DC and AC buses. The study examines control strategies for maintaining stable bus voltages in both grid-connected and isolated microgrid operations. It also models the components of a sample hybrid system including photovoltaic arrays, boost converters, and inverters. Simulation results using MATLAB/Simulink show the voltages of the AC and DC buses can be maintained steadily.
Implementation Of A High-Efficiency, High-Lifetime, And Low-Cost Converter Us...irjes
This paper proposes a new converter for photovoltaic water pumping and treatment systems without
the use of storage elements. The converter is designed to drive a three-phase induction motor directly from PV
solar energy. The use of this motor has the objective of presenting a better solution to the standard DC motor
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
Voltage Source inverter achieving 90% efficiency at a rated power of 210W.
Open-Switch Fault-Tolerant Control of Power Converters in a Grid-Connected Ph...IAES-IJPEDS
This paper presents the study of an open switch fault tolerant control of a
grid-connected photovoltaic system. The studied system is based on the
classical DC-DC boost converter and a bidirectional 6-pulse DC-AC
converter. The objective is to provide an open-switch fault detection method
and fault-tolerant control for both of boost converter and grid-side converter
(GSC) in a grid-connected photovoltaic system. A fast fault detection method
and a reliable fault-tolerant topology are required to ensure continuity of
service, and achieve a faster corrective maintenance. In this work, the mean
value of the error voltages is used as fault indicator for the GSC, while, for
the boost converter the inductor current form is used as fault indicator. The
fault-tolerant topology was achieved by adding one redundant switch to the
boost converter, and by adding one redundant leg to the GSC. The results of
the fault tolerant control are presented and discussed to validate the proposed
approach under different scenarios and different solar irradiances.
Energy Storage Management in Grid Connected Solar Photovoltaic SystemIJERA Editor
The penetration of renewable sources in the power system network in the power system has been increasing in the recent years. One of the solutions being proposed to improve the reliability and performance of these systems is to integrate energy storage device into the power system network. This paper discusses the modeling of photo voltaic and status of the storage device such as lead acid battery for better energy management in the system. The energy management for the grid connected system was performed by the dynamic switching process.
14 9737 lightning paper id 0005 edit septianIAESIJEECS
Study the impacts of lightning-induced transient overvoltage on a hybrid PV-Wind system has been addressed in this work. Overvoltage that is generated due to lightning stroke travels along the system where it can be very harmful to the expensive equipment of the system such as PV models, inverters, charge controllers, batteries, transformers, and generator etc. The simulation model of a system has been completed by using PSCAD/EMTDC software. The system comprises of 2 MW PV farm, battery system, 2.1 MW wind farm and loads which are all connected to the common AC bus and then to the utility grid through an interfacing transformer. Lightning current is generated by using the double exponential function, from the simulation results, when the lightning current is injected to the AC and DC sides of PV system, the transient current and voltage have appeared at different points of the hybrid system. The results were obtained for 8/20 μs and 10/350 μs standards lightning waveforms with current magnitude of 100 kA.
Simulation of various DC-DC converters for photovoltaic systemIJECEIAES
This work explains the comparison of various dc-dc converters for photovoltaic systems. In recent day insufficient energy and continues increasing in fuel cost, exploration on renewable energy system becomes more essential. For high and medium power applications, high input source from renewable systems like photovoltaic and wind energy system turn into difficult one, which leads to increase of cost for installation process. So the generated voltage from PV system is boosted with help various boost converter depends on the applications. Here the various converters are like boost converter, buck converter, buck-boost converter, cuk converter, sepic converter and zeta converter are analysed for photovoltaic system, which are verified using matlab / simulink.
This document discusses the role of power electronics in coupling non-renewable and renewable energy systems to electric grids. It describes how power electronics can be used to interface systems like fuel cells, solar panels, wind turbines, and microturbines to convert their output to the required grid voltage and frequency. The document outlines several types of non-renewable systems like internal combustion engines and microturbines as well as renewable systems including wind, solar, and wave energy. It provides examples of how power electronics topologies can be applied to efficiently couple each type of system and allow for functions like maximum power point tracking and grid support services.
A Three Phase Multi Level Converter for grid Connected PV SystemIAES-IJPEDS
Photovoltaic energy is a wide kind of green energy. A high performance on these systems is needed to make the most of energy produced by solar cells. Also, there must be a constant adaptation due to the continuous variation of power production. Control techniques for Power Converters like the MPPT algorithm (Maximum Power Point Tracking) present very good results on photovoltaic chains. Nevertheless, losses on power elements reduce global performance and the voltage/current adaptation is not always possible. This paper presents a single-phase 11-level (5 H-bridges) cascade multilevel DC- AC grid-tied inverter. Each inverter bridge is connected to a 200 W solar panel. OPAL-RT lab was used as the hardware in the loop (HIL) real-time control system platform where a Maximum Power Point Tracking (MPPT) algorithm was implemented based on the inverter output power to assure optimal operation of the inverter when connected to the power grid as well as a Phase Locked Loop (PLL) for phase and frequency match. A novel SPWM scheme is proposed in this paper to be used with the solar panels that can account for voltage profile fluctuations among the panels during the day. Simulation and experimental results are shown for voltage and current during synchronization mode and power transferring mode to validate the methodology for grid connection of renewable resources.
This document summarizes a study analyzing a hybrid energy system consisting of wind turbines, photovoltaic panels, with hybrid DC and AC buses. The study examines control strategies for maintaining stable bus voltages in both grid-connected and isolated microgrid operations. It also models the components of a sample hybrid system including photovoltaic arrays, boost converters, and inverters. Simulation results using MATLAB/Simulink show the voltages of the AC and DC buses can be maintained steadily.
Implementation Of A High-Efficiency, High-Lifetime, And Low-Cost Converter Us...irjes
This paper proposes a new converter for photovoltaic water pumping and treatment systems without
the use of storage elements. The converter is designed to drive a three-phase induction motor directly from PV
solar energy. The use of this motor has the objective of presenting a better solution to the standard DC motor
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
Voltage Source inverter achieving 90% efficiency at a rated power of 210W.
Open-Switch Fault-Tolerant Control of Power Converters in a Grid-Connected Ph...IAES-IJPEDS
This paper presents the study of an open switch fault tolerant control of a
grid-connected photovoltaic system. The studied system is based on the
classical DC-DC boost converter and a bidirectional 6-pulse DC-AC
converter. The objective is to provide an open-switch fault detection method
and fault-tolerant control for both of boost converter and grid-side converter
(GSC) in a grid-connected photovoltaic system. A fast fault detection method
and a reliable fault-tolerant topology are required to ensure continuity of
service, and achieve a faster corrective maintenance. In this work, the mean
value of the error voltages is used as fault indicator for the GSC, while, for
the boost converter the inductor current form is used as fault indicator. The
fault-tolerant topology was achieved by adding one redundant switch to the
boost converter, and by adding one redundant leg to the GSC. The results of
the fault tolerant control are presented and discussed to validate the proposed
approach under different scenarios and different solar irradiances.
High Proficiency Grid ConnectedPhotovoltaic Power Generation SystemIJRES Journal
Solar energy hasbecomepopular nowadays and desire for clean energy. Since the solar radiation on no occasion remains constant,it keeps on insecure throughout the day. The need of the hour is to distribute a constant voltage to the grid irrespective of the deviation in temperatures and solar insolation. The inverter is designed from a boost converter along with a line frequency. The voltage from the boost converter is fedto the grid through inverter. In this proposed method high efficiency can be achievedby using only one switch functioning at high frequency at a time. The converter uses IGBT and ultra-fast reverse recovery diode. The simulation and experiment results are verified using MATLAB/Simulink software.
Battery energy storage and power electronics based voltage and frequency cont...IAEME Publication
This document summarizes a system for connecting a wind turbine to the electric grid using battery energy storage and power electronics for voltage and frequency control. The system includes an asynchronous generator, uncontrolled rectifier, PWM inverter, DC link capacitor, and battery storage. Simulation results in MATLAB demonstrate the system's ability to generate grid-quality power from a wind turbine while regulating voltage and frequency. The battery storage compensates for fluctuations from the intermittent wind power and supports strengthening the generator's connection to the grid.
In this paper a buck-boost dc-dc converter for pv application is proposed, which is mainly composed of a buck – boost converter, PV panel, load and a battery. Existing dc-dc converter can convert the power from the PV panel, but unfortunately the PV panel can only provide power when there is a high intensity of light. In order to provide power supply to the load without any interruption, buck-boost dc-dc converter is introduced. The power intermittency issue of PV panel can be overcome with the aid of a secondary supply which is in this case, the batter. The integration system between the primary and the secondary supply is controlled by a simple proposed control scheme. Battery act as a power in the low voltage side while PV panel is taking over in the high voltage side. Buck-boost converter is operated either is buck or boost mode according to the performance of the PV panel. This paper is presented the simple control scheme to decide the mode suitable for the buck and boost mode. Various conditions are simulated to verify the working operation of the buck-boost converter and to representing solar panel in real life. Simulation and experimental are carried out to verify the system.
Role of power electronics in renewable and non renewable sourcesRayudu Mahesh
The document discusses the role of power electronics in renewable and non-renewable energy sources. It describes several renewable energy systems that use power electronics including wind turbines, photovoltaic solar panels, and wave energy converters. It also discusses some non-renewable systems like internal combustion engines, microturbines, and fuel cells. Power electronics provide flexibility to integrate energy storage, maximize output of renewable sources, and improve the overall efficiency of energy generation and delivery to the electric grid.
This document discusses inverters and provides three key points:
1. It defines an inverter as a device that converts DC power to AC power and describes some common types of inverters including voltage source inverters and current source inverters.
2. It explains that voltage source inverters take a fixed DC voltage as input and can control the magnitude and frequency of the output voltage through methods like pulse-width modulation.
3. It discusses the use of solar inverters to convert the DC output of photovoltaic panels and batteries into AC power for applications like powering laboratories, as the unstable power supply in Nigeria requires additional power sources.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Measurement and Analysis of Power in Hybrid Systemijeei-iaes
Application with renewable energy sources such as solar cell array, wind turbines, or fuel cells have increased significantly during the past decade. To obtain the clean energy, we are using the hybrid solar-wind power generation. Consumers prefer quality power from suppliers. The quality of power can be measured by using parameters such as voltage sag, harmonic and power factor. To obtain quality power we have different topologies. In our paper we present a new possible topology which improves power quality. This paper presents modeling analysis and design of a pulse width modulation voltage source inverter (PWM-VSI) to be connected between sources, which supplies energy from a hybrid solar wind energy system to the ac grid. The objective of this paper is to show that, with an adequate control, the converter not only can transfer the dc from hybrid solar wind energy system, but also can improve the power factor and quality power of electrical system. Whenever a disturbance occurs on load side, this disturbance can be minimized using open loop and closed loop control systems.
Harmonic AnalysisofDistribution System Due to Embedded Generation InjectionIJRESJOURNAL
ABSTRACT:The increased demand for electricity and the depletion of fossil energy sources are a challenge to exploit new and renewable energy sources. Relatively cheap renewable energy sources are Wind Power Plant (WPP) and Photovoltaic System (PV). Currently, many small scale generating plants are being evolved into conventional systems known as Embedded Generation (EG). EG as a source of electricity in the distribution system will affect the flow of system power, system reliability, voltage profile and others. Besides, with the placement of converter technology in WPP and PV system will give contribution of harmonic enhancement to the system. This paper presents the harmonic analysis of WPP and PV designs that are injected into conventional distribution system in one bus at Pujon feeder station Malang, Indonesia. The bus is chosen because in this area the need for electric power in the area is very high and the existing system has a harmonic value of 11%. Hybrid Active Filter (HAF) is designed to lower the voltage harmonics due to EG injection into existing systems without affecting harmonics in other buses. To analyze the harmonics in this study there are 4 scenarios offered: Scenario 1 starts with analysis on existing system, scenario 2 existing in WPP 2 MVA injection, scenario 3, injection1.3 MVA PV, scenario 4 injected EG (WPP and PV). The simulation result using PSCAD 4.5 shows in scenario 4 to generate harmonic voltage of 18.6% and after added with HAF, the harmonic value of the voltage becomes 2.434%
Intelligent controller based power quality improvement of microgrid integrati...IJECEIAES
Now a day the power demand has a major problem for developing countries due to the growth of population, industries, IT companies and other needs. In this present situation the fossil fuel-based power generation alone does not support the consumer needs, poor power quality due to nonlinear function and very harmful for environment. The main objective of this paper is improving the power quality of grid connected photovoltaic power system through a new cascade H-bridge multilevel inverter. The proposed research work has been modelled and controlled by ANFIS intelligence in MATLAB simulation environment. The simulation results are analysed under various operating conditions for improve the performance of proposed system. Finally, the proposed system THD value of simulation results is compared with IEEE 1547 standard for prove the effectiveness of proposed research work.
This document provides an overview of electrical distribution systems in power plants. It discusses the main components including the main generator, isolated phase bus duct, step-up transformer, station auxiliary transformer, non-segregated phase bus duct, station startup transformer, medium voltage switchgear, secondary unit substations, and motor control centers. It explains the purpose and function of each component and how they work together to provide reliable electrical power throughout the power plant. Diagrams and pictures are included to illustrate the components and how they are arranged in a typical power plant electrical distribution system.
This paper proposes a novel 5-level dc-ac converter circuit using with 6 power semiconductor switches. The proposed multilevel inverter generates five-level ac output voltage by implementing Multi-carrier sinusoidal pulse width modulation (MSPWM) technique with reduced number of switches. The voltage stress on each switching devices and common mode voltage can be minimized from the suggested system. The designed system gives better controlled output current and improved output voltage with diminished total Harmonic Distortion value. The operating principles of the proposed inverter are discussed. DC Input for the proposed system is obtained from PV System. Finally, an experimental prototype of the proposed system with 12-V input voltage and 20 V /5 W output is implemented along with simulation output of the waveform to the load. The efficiency and the reduction of harmonic content are discussed.
A modern two dof controller for grid integration with solar power generatoriaemedu
1. The document describes a solar power generation system connected to the power grid using a two degree of freedom (DOF) controller.
2. A 100 kW solar power generator is connected to a 25 kV power grid through a three-level inverter and LC filter to generate clean sinusoidal voltage.
3. Simulation results show the solar inverter output voltage waveform is cleaned up from switching frequency harmonics using the LC filter.
The document compares lead-acid and lithium-ion batteries for use in solar photovoltaic applications. It describes a 100 kW solar PV array connected to a utility grid and discusses the characteristics of lead-acid and lithium-ion batteries. Mathematical models are presented for both battery types to simulate their performance during charging and discharging. A cost-benefit analysis is conducted to determine the best battery for solar PV systems.
Comparative of Conventional and Intelligence Controller based Hybrid Generati...IJERD Editor
This document summarizes a research paper that proposes and simulates a hybrid power generation system using renewable energy sources like solar and wind along with an active power filter to improve power quality. The system uses a four-leg voltage source inverter with both a conventional DC link controller and a fuzzy logic controller to regulate the DC link voltage and compensate for current harmonics from nonlinear loads. Simulation results using MATLAB/Simulink demonstrate that the proposed control scheme and active power filter configuration can effectively improve power quality by reducing total harmonic distortion.
Interleaved Boost Converter Fed with PV for Induction Motor/Agricultural Appl...IAES-IJPEDS
In present Electricity market Renewable Energy Sources (RES) are gaining much importance. The most common Renewable Energy Sources are Photo voltaic (PV), fuel cell (FC) and wind energy systems, out of these three PV systems PV system can implemented in most of the locations. Due to the power cuts and power disturbances in Distribution systems agriculture application is concentrated on PV based Energy system. The use of PV system is increasing day by day in agriculture application, due to their ease of control and flexibility. PV Electrification schemes also involves various subsidies in government national and international donors. Especially in Agriculture field by use of PV one can achieve higher subsidy. The output of PV system is low voltage DC to have high efficiency. The motors used in agriculture field are Induction Motors (IM) fed from Three phase AC supply, to boost the PV output we need a high voltage gain boost converter along with PWM inverter to Induction motor drive. Out of various DC-DC converter configurations interleaved boost converter is gaining much attention, due to its reduction in size and Electromagnetic Interference (EMI). In this work we are proposing a PV fed interleaved boost converter with PWM inverter for agriculture applications. The design process of interleaved boost converter is explain detail and compared with existing boost converter. A 10 KW Power rating is choosing for the Induction motor drive and design calculations are carried out. A MATLAB/SIMULINK based model is developed for boost and interleaved boost converter and simulation results are presented, finally a scaled down hardware circuit design for interleaved boost converter and results are presented.
The document discusses electrochemical energy storage and its importance for alternative energy applications. It outlines some key challenges with energy storage, including the need for devices with high power and energy capabilities, long life, fast charging, and portability. The author proposes using hybrid energy storage systems that integrate multiple device types to optimize performance for different applications and timescales. The remainder of the document focuses on lithium-ion battery limitations and using mechanical models to understand capacity fade through stresses induced during operation.
Distributed energy units cannot be directly integrated into the power grid due to their inherently varying output. An interfacing technology is required. The power electronic interface is used for connecting distributed energy resources to the smart grid. It can also be used in any type of electric vehicles. It does not store energy in its circuitry. It receives power from the distributed energy source and converts it to power at the required voltage and frequency. This paper provides a brief introduction on power electronic interface. Matthew N. O. Sadiku | Adedamola A. Omotoso | Sarhan M. Musa "Power Electronic Interface" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-1 , December 2019, URL: https://www.ijtsrd.com/papers/ijtsrd29394.pdfPaper URL: https://www.ijtsrd.com/engineering/electrical-engineering/29394/power-electronic-interface/matthew-n-o-sadiku
This document contains a question bank for the subject Power Electronics for Renewable Energy Systems. It is divided into 5 units covering various topics related to renewable energy sources and power electronics applications. The questions range from definitions and explanations to circuit diagrams and mathematical problems. Key topics assessed include different renewable energy resources, energy conversion technologies like wind turbines, solar PV systems, and power electronic devices used for renewable integration like inverters, converters, and maximum power point tracking systems.
Isolated Wind Hydro Hybrid Generation System with Battery StorageIJMER
In this paper, a new isolated wind- hydro hybrid generation system comprising one squirrel -cage induction generator (SCIG) driven by a variable-speed wind turbine and another synchronous generator driven by constant power hydro turbine feeding three phase four wire local loads is proposed. The system utilizes two back to back connected voltage-source converters (VSCs) with a battery energy storage system at their dc link. The main objective of the control algorithm for the VSC is to achieve control of the magnitude and the frequency of the load voltage. The proposed wind-hydro hybrid system has a capability of bidirectional active- and reactive-power flow, by which it controls the magnitude and the frequency of the load voltage. The proposed electromechanical system is modelled and simulated in MATLAB using Simulink.
A non-isolated tri-port converter is a fully compact and functional system by the integration of basic converters. This can be used for renewable energy applications. This converter is capable of achieving different switching patterns of power flow between the source and load, interfaced sources of various voltage and current levels with the dc grid. This tri-port converter has to be used for continuous power distribution of rechargeable battery, photovoltaic panels and load. Due to the implementation of this dc-dc converter some operations like buck, boost and buck-boost operations became easy. Use of this converter helps in easy implementation of the system. The solar PV panel implementation boosts the system to a high level and bidirectional flow became easy from source to load and vice versa.
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.
Grid tied photovoltaic (PV) system is an operation mode of PV system working together with utility power supply to provide power to the power load. Conventionally, transformer is used together with the power inverter. The power transformer works as galvanic insolation amongst PV system and power grid. It works also to raise the voltage of power inverter. However, use of transformer will add system complexity, price, weight and size of the entire system. Transformer-less system is an alternative to make the system simpler and more practical in use. The paper discusses performance of transformer-less grid tied PV systems using diode clamped and neutral point shorted inverters. Effects of transformer elimination to the feat of the grid tied PV system especially harmonics content and leakage current of PV system were examined and analyzed. The performance was also compared with the traditional system using H-bridge inverter. The leakage currents did not flow in the system applying diode clamped inverter, and neutral point shorted inverter. In case of harmonics content, the diode clamped inverter injected less harmonics components than the neutral point shorted inverter. The neutral point shorted provides a simpler inverter circuit in the transformerless systems.
High Proficiency Grid ConnectedPhotovoltaic Power Generation SystemIJRES Journal
Solar energy hasbecomepopular nowadays and desire for clean energy. Since the solar radiation on no occasion remains constant,it keeps on insecure throughout the day. The need of the hour is to distribute a constant voltage to the grid irrespective of the deviation in temperatures and solar insolation. The inverter is designed from a boost converter along with a line frequency. The voltage from the boost converter is fedto the grid through inverter. In this proposed method high efficiency can be achievedby using only one switch functioning at high frequency at a time. The converter uses IGBT and ultra-fast reverse recovery diode. The simulation and experiment results are verified using MATLAB/Simulink software.
Battery energy storage and power electronics based voltage and frequency cont...IAEME Publication
This document summarizes a system for connecting a wind turbine to the electric grid using battery energy storage and power electronics for voltage and frequency control. The system includes an asynchronous generator, uncontrolled rectifier, PWM inverter, DC link capacitor, and battery storage. Simulation results in MATLAB demonstrate the system's ability to generate grid-quality power from a wind turbine while regulating voltage and frequency. The battery storage compensates for fluctuations from the intermittent wind power and supports strengthening the generator's connection to the grid.
In this paper a buck-boost dc-dc converter for pv application is proposed, which is mainly composed of a buck – boost converter, PV panel, load and a battery. Existing dc-dc converter can convert the power from the PV panel, but unfortunately the PV panel can only provide power when there is a high intensity of light. In order to provide power supply to the load without any interruption, buck-boost dc-dc converter is introduced. The power intermittency issue of PV panel can be overcome with the aid of a secondary supply which is in this case, the batter. The integration system between the primary and the secondary supply is controlled by a simple proposed control scheme. Battery act as a power in the low voltage side while PV panel is taking over in the high voltage side. Buck-boost converter is operated either is buck or boost mode according to the performance of the PV panel. This paper is presented the simple control scheme to decide the mode suitable for the buck and boost mode. Various conditions are simulated to verify the working operation of the buck-boost converter and to representing solar panel in real life. Simulation and experimental are carried out to verify the system.
Role of power electronics in renewable and non renewable sourcesRayudu Mahesh
The document discusses the role of power electronics in renewable and non-renewable energy sources. It describes several renewable energy systems that use power electronics including wind turbines, photovoltaic solar panels, and wave energy converters. It also discusses some non-renewable systems like internal combustion engines, microturbines, and fuel cells. Power electronics provide flexibility to integrate energy storage, maximize output of renewable sources, and improve the overall efficiency of energy generation and delivery to the electric grid.
This document discusses inverters and provides three key points:
1. It defines an inverter as a device that converts DC power to AC power and describes some common types of inverters including voltage source inverters and current source inverters.
2. It explains that voltage source inverters take a fixed DC voltage as input and can control the magnitude and frequency of the output voltage through methods like pulse-width modulation.
3. It discusses the use of solar inverters to convert the DC output of photovoltaic panels and batteries into AC power for applications like powering laboratories, as the unstable power supply in Nigeria requires additional power sources.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Measurement and Analysis of Power in Hybrid Systemijeei-iaes
Application with renewable energy sources such as solar cell array, wind turbines, or fuel cells have increased significantly during the past decade. To obtain the clean energy, we are using the hybrid solar-wind power generation. Consumers prefer quality power from suppliers. The quality of power can be measured by using parameters such as voltage sag, harmonic and power factor. To obtain quality power we have different topologies. In our paper we present a new possible topology which improves power quality. This paper presents modeling analysis and design of a pulse width modulation voltage source inverter (PWM-VSI) to be connected between sources, which supplies energy from a hybrid solar wind energy system to the ac grid. The objective of this paper is to show that, with an adequate control, the converter not only can transfer the dc from hybrid solar wind energy system, but also can improve the power factor and quality power of electrical system. Whenever a disturbance occurs on load side, this disturbance can be minimized using open loop and closed loop control systems.
Harmonic AnalysisofDistribution System Due to Embedded Generation InjectionIJRESJOURNAL
ABSTRACT:The increased demand for electricity and the depletion of fossil energy sources are a challenge to exploit new and renewable energy sources. Relatively cheap renewable energy sources are Wind Power Plant (WPP) and Photovoltaic System (PV). Currently, many small scale generating plants are being evolved into conventional systems known as Embedded Generation (EG). EG as a source of electricity in the distribution system will affect the flow of system power, system reliability, voltage profile and others. Besides, with the placement of converter technology in WPP and PV system will give contribution of harmonic enhancement to the system. This paper presents the harmonic analysis of WPP and PV designs that are injected into conventional distribution system in one bus at Pujon feeder station Malang, Indonesia. The bus is chosen because in this area the need for electric power in the area is very high and the existing system has a harmonic value of 11%. Hybrid Active Filter (HAF) is designed to lower the voltage harmonics due to EG injection into existing systems without affecting harmonics in other buses. To analyze the harmonics in this study there are 4 scenarios offered: Scenario 1 starts with analysis on existing system, scenario 2 existing in WPP 2 MVA injection, scenario 3, injection1.3 MVA PV, scenario 4 injected EG (WPP and PV). The simulation result using PSCAD 4.5 shows in scenario 4 to generate harmonic voltage of 18.6% and after added with HAF, the harmonic value of the voltage becomes 2.434%
Intelligent controller based power quality improvement of microgrid integrati...IJECEIAES
Now a day the power demand has a major problem for developing countries due to the growth of population, industries, IT companies and other needs. In this present situation the fossil fuel-based power generation alone does not support the consumer needs, poor power quality due to nonlinear function and very harmful for environment. The main objective of this paper is improving the power quality of grid connected photovoltaic power system through a new cascade H-bridge multilevel inverter. The proposed research work has been modelled and controlled by ANFIS intelligence in MATLAB simulation environment. The simulation results are analysed under various operating conditions for improve the performance of proposed system. Finally, the proposed system THD value of simulation results is compared with IEEE 1547 standard for prove the effectiveness of proposed research work.
This document provides an overview of electrical distribution systems in power plants. It discusses the main components including the main generator, isolated phase bus duct, step-up transformer, station auxiliary transformer, non-segregated phase bus duct, station startup transformer, medium voltage switchgear, secondary unit substations, and motor control centers. It explains the purpose and function of each component and how they work together to provide reliable electrical power throughout the power plant. Diagrams and pictures are included to illustrate the components and how they are arranged in a typical power plant electrical distribution system.
This paper proposes a novel 5-level dc-ac converter circuit using with 6 power semiconductor switches. The proposed multilevel inverter generates five-level ac output voltage by implementing Multi-carrier sinusoidal pulse width modulation (MSPWM) technique with reduced number of switches. The voltage stress on each switching devices and common mode voltage can be minimized from the suggested system. The designed system gives better controlled output current and improved output voltage with diminished total Harmonic Distortion value. The operating principles of the proposed inverter are discussed. DC Input for the proposed system is obtained from PV System. Finally, an experimental prototype of the proposed system with 12-V input voltage and 20 V /5 W output is implemented along with simulation output of the waveform to the load. The efficiency and the reduction of harmonic content are discussed.
A modern two dof controller for grid integration with solar power generatoriaemedu
1. The document describes a solar power generation system connected to the power grid using a two degree of freedom (DOF) controller.
2. A 100 kW solar power generator is connected to a 25 kV power grid through a three-level inverter and LC filter to generate clean sinusoidal voltage.
3. Simulation results show the solar inverter output voltage waveform is cleaned up from switching frequency harmonics using the LC filter.
The document compares lead-acid and lithium-ion batteries for use in solar photovoltaic applications. It describes a 100 kW solar PV array connected to a utility grid and discusses the characteristics of lead-acid and lithium-ion batteries. Mathematical models are presented for both battery types to simulate their performance during charging and discharging. A cost-benefit analysis is conducted to determine the best battery for solar PV systems.
Comparative of Conventional and Intelligence Controller based Hybrid Generati...IJERD Editor
This document summarizes a research paper that proposes and simulates a hybrid power generation system using renewable energy sources like solar and wind along with an active power filter to improve power quality. The system uses a four-leg voltage source inverter with both a conventional DC link controller and a fuzzy logic controller to regulate the DC link voltage and compensate for current harmonics from nonlinear loads. Simulation results using MATLAB/Simulink demonstrate that the proposed control scheme and active power filter configuration can effectively improve power quality by reducing total harmonic distortion.
Interleaved Boost Converter Fed with PV for Induction Motor/Agricultural Appl...IAES-IJPEDS
In present Electricity market Renewable Energy Sources (RES) are gaining much importance. The most common Renewable Energy Sources are Photo voltaic (PV), fuel cell (FC) and wind energy systems, out of these three PV systems PV system can implemented in most of the locations. Due to the power cuts and power disturbances in Distribution systems agriculture application is concentrated on PV based Energy system. The use of PV system is increasing day by day in agriculture application, due to their ease of control and flexibility. PV Electrification schemes also involves various subsidies in government national and international donors. Especially in Agriculture field by use of PV one can achieve higher subsidy. The output of PV system is low voltage DC to have high efficiency. The motors used in agriculture field are Induction Motors (IM) fed from Three phase AC supply, to boost the PV output we need a high voltage gain boost converter along with PWM inverter to Induction motor drive. Out of various DC-DC converter configurations interleaved boost converter is gaining much attention, due to its reduction in size and Electromagnetic Interference (EMI). In this work we are proposing a PV fed interleaved boost converter with PWM inverter for agriculture applications. The design process of interleaved boost converter is explain detail and compared with existing boost converter. A 10 KW Power rating is choosing for the Induction motor drive and design calculations are carried out. A MATLAB/SIMULINK based model is developed for boost and interleaved boost converter and simulation results are presented, finally a scaled down hardware circuit design for interleaved boost converter and results are presented.
The document discusses electrochemical energy storage and its importance for alternative energy applications. It outlines some key challenges with energy storage, including the need for devices with high power and energy capabilities, long life, fast charging, and portability. The author proposes using hybrid energy storage systems that integrate multiple device types to optimize performance for different applications and timescales. The remainder of the document focuses on lithium-ion battery limitations and using mechanical models to understand capacity fade through stresses induced during operation.
Distributed energy units cannot be directly integrated into the power grid due to their inherently varying output. An interfacing technology is required. The power electronic interface is used for connecting distributed energy resources to the smart grid. It can also be used in any type of electric vehicles. It does not store energy in its circuitry. It receives power from the distributed energy source and converts it to power at the required voltage and frequency. This paper provides a brief introduction on power electronic interface. Matthew N. O. Sadiku | Adedamola A. Omotoso | Sarhan M. Musa "Power Electronic Interface" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-1 , December 2019, URL: https://www.ijtsrd.com/papers/ijtsrd29394.pdfPaper URL: https://www.ijtsrd.com/engineering/electrical-engineering/29394/power-electronic-interface/matthew-n-o-sadiku
This document contains a question bank for the subject Power Electronics for Renewable Energy Systems. It is divided into 5 units covering various topics related to renewable energy sources and power electronics applications. The questions range from definitions and explanations to circuit diagrams and mathematical problems. Key topics assessed include different renewable energy resources, energy conversion technologies like wind turbines, solar PV systems, and power electronic devices used for renewable integration like inverters, converters, and maximum power point tracking systems.
Isolated Wind Hydro Hybrid Generation System with Battery StorageIJMER
In this paper, a new isolated wind- hydro hybrid generation system comprising one squirrel -cage induction generator (SCIG) driven by a variable-speed wind turbine and another synchronous generator driven by constant power hydro turbine feeding three phase four wire local loads is proposed. The system utilizes two back to back connected voltage-source converters (VSCs) with a battery energy storage system at their dc link. The main objective of the control algorithm for the VSC is to achieve control of the magnitude and the frequency of the load voltage. The proposed wind-hydro hybrid system has a capability of bidirectional active- and reactive-power flow, by which it controls the magnitude and the frequency of the load voltage. The proposed electromechanical system is modelled and simulated in MATLAB using Simulink.
A non-isolated tri-port converter is a fully compact and functional system by the integration of basic converters. This can be used for renewable energy applications. This converter is capable of achieving different switching patterns of power flow between the source and load, interfaced sources of various voltage and current levels with the dc grid. This tri-port converter has to be used for continuous power distribution of rechargeable battery, photovoltaic panels and load. Due to the implementation of this dc-dc converter some operations like buck, boost and buck-boost operations became easy. Use of this converter helps in easy implementation of the system. The solar PV panel implementation boosts the system to a high level and bidirectional flow became easy from source to load and vice versa.
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.
Grid tied photovoltaic (PV) system is an operation mode of PV system working together with utility power supply to provide power to the power load. Conventionally, transformer is used together with the power inverter. The power transformer works as galvanic insolation amongst PV system and power grid. It works also to raise the voltage of power inverter. However, use of transformer will add system complexity, price, weight and size of the entire system. Transformer-less system is an alternative to make the system simpler and more practical in use. The paper discusses performance of transformer-less grid tied PV systems using diode clamped and neutral point shorted inverters. Effects of transformer elimination to the feat of the grid tied PV system especially harmonics content and leakage current of PV system were examined and analyzed. The performance was also compared with the traditional system using H-bridge inverter. The leakage currents did not flow in the system applying diode clamped inverter, and neutral point shorted inverter. In case of harmonics content, the diode clamped inverter injected less harmonics components than the neutral point shorted inverter. The neutral point shorted provides a simpler inverter circuit in the transformerless systems.
IRJET- Power Quality Improvement in Solar by using Fuzzy Logic ControllerIRJET Journal
This document describes a proposed system for improving power quality in solar photovoltaic systems using a fuzzy logic controller. The system uses a single-phase inverter controlled by a predictive control algorithm to perform maximum power point tracking from the PV array and deliver power to the grid, while also compensating for current harmonics and reactive power from nonlinear loads. A fuzzy logic control method is applied for maximum power point tracking to handle model uncertainties and nonlinearity. The performance of the proposed system is evaluated using MATLAB simulation.
This paper describes the Grid connected solar photovoltaique system using DC-DC boost converter and the DC/AC inverter (VSC) to supplies electric power to the utility grid. The model contains a representation of the main components of the system that are two solar arrays of 100 kW, boost converter and the grid side inverter. The paper starts with a system description, in this part we have given a definition and a short overview of every component used in this system and they are taken separately. The PV cell model is easy, accurate, and takes external temperature and solar radiation into consideration. It also proposes a maximum power point tracking (MPPT) algorithm. The algorithm incorporated in a DC/DC converter is used to track the maximum power of PV cell. Finally, the DC/AC inverter (VSC) of three- level is used to regulate the ouput voltage of DC/DC converter and connects the PV cell to the grid. Simulation results show how a solar radiation’s change can affect the power output of any PV system, also they show the control performance and dynamic behavior of the grid connected photovoltaic system.
The document discusses solar inverters for on-grid solar energy systems. It explains that solar inverters are necessary to convert the direct current (DC) output of solar panels into alternating current (AC) that can be fed into the electric grid. High efficiency and reliability are important for solar inverters in order to optimize the performance and minimize maintenance costs of solar energy systems. The document also provides an overview of grid-connected solar power systems and how excess power from such systems can be supplied to the electric grid or used to offset on-site electricity consumption.
IRJET- VSI based Standalone PV Generation System using Super-Capacitor to Dri...IRJET Journal
This document describes a standalone photovoltaic system that uses a solar panel, DC-DC converter, and single-phase inverter to drive an induction motor. The solar panel converts sunlight to electrical energy in the form of DC voltage. A DC-DC converter boosts the voltage as needed. An inverter then converts the DC to AC voltage using pulse width modulation to power the induction motor. A capacitor bank at the output of the DC-DC converter filters the voltage before it reaches the inverter. The system provides a reliable electricity source for remote and rural areas using a renewable energy source that has no emissions or noise.
Filter Based Solar Power Generation System with a Seven Level InverterIJMTST Journal
This paper proposes a new solar power generation system, which is composed of a DC/DC power converter and a new seven-level inverter. The DC/DC power converter integrates a DC-DC boost converter and a transformer to convert the output voltage of the solar cell array into two independent voltage sources with multiple relationships. This new seven-level inverter is configured using a capacitor selection circuit and a full-bridge power converter, connected in cascade. The capacitor selection circuit converts the two output voltage sources of DC-DC power converter into a three-level DC voltage and the full- bridge power converter further converts this three- level DC voltage into a seven-level AC voltage. In this way, the proposed solar power generation system generates a sinusoidal output current that is in phase with the utility voltage and is fed into the utility. The salient features of the proposed seven-level inverter are that only six power electronic switches are used and only one power electronic switch is switched at high frequency at any time. A prototype is developed and tested to verify the performance of this proposed solar power generation system.
POWER QUALITY IMPROVEMENT METHODOLOGY IN MICROGRID: A REVIEWIRJET Journal
The document discusses power quality improvement in microgrids using renewable energy sources and STATCOMs. It reviews power quality issues caused by renewable energy sources and how STATCOMs can provide voltage sag/swell compensation. A modified Icos algorithm is proposed to control a STATCOM for reactive power compensation, power factor correction, and providing real power support from renewable sources. Solar PV and wind energy systems are described as examples of renewable sources connected via power electronic converters. The STATCOM interfaces the grid, load and renewable source, controlled by the modified Icos algorithm to regulate voltage and compensate for reactive power.
Frequency control in a microgrid including controllable loadIAEME Publication
This document summarizes a research paper that proposes a method for frequency control in microgrids that includes renewable energy sources, energy storage devices, and controllable loads. The microgrid model analyzed includes solar power, wind power, batteries, supercapacitors, and electric water heaters. The document describes the components of the microgrid, simulation parameters and assumptions. Frequency control is achieved by coordinating the energy storage devices and generators using optimized proportional-integral controllers. Electric water heaters can also help control frequency by adjusting their operating temperature setpoints in response to frequency deviations.
CONTROL STRATEGIES ON GRID-TIED PV INVERTERSIRJET Journal
This document summarizes control strategies for grid-tied solar inverters to supply both active and reactive power. It presents a model of a grid-connected photovoltaic system in MATLAB/Simulink, including a PV array, inverter, controllers, local loads and the utility grid. Simulation results show that the inverter can supply reactive power to loads to reduce the grid's reactive power requirements. It can also help stabilize the grid voltage when inductive or capacitive loads are connected by controlling reactive power output and reducing active power if needed. The inverter provides both active and reactive power support under varying irradiance levels to maintain a constant power factor.
IRJET- Impact of UPQC on Protection of Distributed Generation Integrated Dist...IRJET Journal
This document discusses the integration of distributed generation (e.g. fuel cells) with distribution systems and the challenges it presents for protection. It proposes using a Unified Power Quality Conditioner (UPQC) to address these challenges by compensating for reactive power imbalance, preventing fault current increases, and regulating voltage. The document compares two configurations of the UPQC - between the distributed generator and point of common coupling, and between the load and point of common coupling. Simulation results show that the latter configuration more effectively reduces fault current and compensates reactive power.
Two fuzzy logic controllers are proposed in this paper to control a three phase inverter for grid connected photovoltaic system. The first controller was used to predict the DC voltage that allows the three phase inverter to track the maximum power point of photovoltaic array under different environmental conditions such as irradiances and temperature. The second was used to control the active power and reactive power injected into the grid in order to inject the maximum active power produced by photovoltaic systems into grid with high efficiency and low total harmonic distortion using the same three phase inverter. The system components are photovoltaic array, DC link voltage, three-phase inverter, inverter control, LC filter, transformer and grid. To verify the effectivnesse of the introdueced system, modeling and simulation are verified in Matlab/Simulink due to its frequent use and its effectiveness.
International Journal of Engineering Research and DevelopmentIJERD Editor
Electrical, Electronics and Computer Engineering,
Information Engineering and Technology,
Mechanical, Industrial and Manufacturing Engineering,
Automation and Mechatronics Engineering,
Material and Chemical Engineering,
Civil and Architecture Engineering,
Biotechnology and Bio Engineering,
Environmental Engineering,
Petroleum and Mining Engineering,
Marine and Agriculture engineering,
Aerospace Engineering.
FORMULATION AND EXECUTION OF A DC TO DC BOOST CONVERTER WITH NON-CONVENTIONAL...IRJET Journal
1) The document discusses the formulation and execution of a DC to DC boost converter to increase the voltage from a non-conventional energy source for powering an electrolyzer.
2) A boost converter using IGBT switches is designed and simulated in MATLAB to increase the voltage from 32.69V from a 200W solar panel to 226.5V required by the electrolyzer.
3) The simulation results show the converter can achieve over 92% efficiency at full load and maintain the output voltage between 180-226V with varying input voltage and load, making it suitable for powering the electrolyzer from a solar energy source.
Solar energy conversion and its utilizationIRJET Journal
This document summarizes solar energy conversion and utilization for off-grid power systems. It describes how solar panels convert sunlight into direct current electricity via the photovoltaic effect. For off-grid systems, the solar-generated electricity charges batteries, which then power loads through an inverter that converts the stored DC power to AC. The key components of an off-grid solar power system are solar panels, a solar charge controller, batteries, an inverter, and loads. These systems can provide electricity for homes in remote areas without access to the electric grid.
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.
Design of Power Inverter for Photovoltaic SystemIRJET Journal
This document describes the design of a power inverter system for a photovoltaic system. It consists of a solar PV array, DC-DC boost converter, and a seven-level inverter. The boost converter increases the low voltage output of the solar panels. The seven-level inverter then converts the DC to a quasi-sinusoidal AC waveform using only two capacitors and six switches, reducing losses. Maximum power point tracking is used to optimize solar panel output through small adjustments to the voltage. The system aims to improve efficiency by limiting switching losses in the inverter.
Nine Level Inverter with Boost Converter from Renewable Energy SourceIJERA Editor
A new single phase nine level multilevel inverter is proposed. The input to the proposed nine level multilevel inverter is obtained from solar panel . The solar energy obtained from the solar panel is not constant and it varies with times. In order to maintain the constant voltage obtained from the solar panel the boost converter is used to maintain the constant output voltage using MPPT ( Perturb and observe algorithm) algorithm. Then the buck boost converter output voltage is stored in the battery bank. Finally the battery energy is connected to the 9 level inverter circuits. The harmonics in the inverter is eliminated by using the fuzzy logic controller. The gate pulse for the multilevel inverter is given by the fuzzy logic controller which in turn reduces the harmonics in the inverter. Then the inverter output is connected to the grid are some application.
Hybrid bypass technique to mitigate leakage current in the grid-tied inverterIJECEIAES
The extensive use of fossil fuel is destroying the balance of nature that could lead to many problems in the forthcoming era. Renewable energy resources are a ray of hope to avoid possible destruction. Smart grid and distributed power generation systems are now mainly built with the help of renewable energy resources. The integration of renewable energy production system with the smart grid and distributed power generation is facing many challenges that include addressing the issue of isolation and power quality. This paper presents a new approach to address the aforementioned issues by proposing a hybrid bypass technique concept to improve the overall performance of the grid-tied inverter in solar power generation. The topology with the proposed technique is presented using traditional H5, oH5 and H6 inverter. Comparison of topologies with literature is carried out to check the feasibility of the method proposed. It is found that the leakage current of all the proposed inverters is 9 mA and total harmonic distortion is almost about 2%. The proposed topology has good efficiency, common mode and differential mode characteristics.
Hardware Implementation of Solar Based Boost to SEPIC Converter Fed Nine Leve...IJPEDS-IAES
Multi level inverters are widely used in high power applications because of
low harmonic distortion. This paper deals with the simulation
and implementation of PV based boost to SEPIC converter with multilevel
inverter. The output of PV system is stepped up using boost to sepic
converter and it is converted into AC using a multilevel inverter.
The simulation and experimental results with the R load is presented in this
paper. The FFT analysis is done and the THD values are compared. Boost to
SEPIC converter is proposed to step up the voltage to the required value. The
experimental results are compared with the simulation results. The results
indicate that nine level inverter system has better performance than seven
level inverter system.
Similar to Parallel Operation of Current-Source Inverter for Low-Voltage High-Current Grid-Connected Photovoltaic System (20)
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Neural network optimizer of proportional-integral-differential controller par...IJECEIAES
Wide application of proportional-integral-differential (PID)-regulator in industry requires constant improvement of methods of its parameters adjustment. The paper deals with the issues of optimization of PID-regulator parameters with the use of neural network technology methods. A methodology for choosing the architecture (structure) of neural network optimizer is proposed, which consists in determining the number of layers, the number of neurons in each layer, as well as the form and type of activation function. Algorithms of neural network training based on the application of the method of minimizing the mismatch between the regulated value and the target value are developed. The method of back propagation of gradients is proposed to select the optimal training rate of neurons of the neural network. The neural network optimizer, which is a superstructure of the linear PID controller, allows increasing the regulation accuracy from 0.23 to 0.09, thus reducing the power consumption from 65% to 53%. The results of the conducted experiments allow us to conclude that the created neural superstructure may well become a prototype of an automatic voltage regulator (AVR)-type industrial controller for tuning the parameters of the PID controller.
An improved modulation technique suitable for a three level flying capacitor ...IJECEIAES
This research paper introduces an innovative modulation technique for controlling a 3-level flying capacitor multilevel inverter (FCMLI), aiming to streamline the modulation process in contrast to conventional methods. The proposed
simplified modulation technique paves the way for more straightforward and
efficient control of multilevel inverters, enabling their widespread adoption and
integration into modern power electronic systems. Through the amalgamation of
sinusoidal pulse width modulation (SPWM) with a high-frequency square wave
pulse, this controlling technique attains energy equilibrium across the coupling
capacitor. The modulation scheme incorporates a simplified switching pattern
and a decreased count of voltage references, thereby simplifying the control
algorithm.
A review on features and methods of potential fishing zoneIJECEIAES
This review focuses on the importance of identifying potential fishing zones in seawater for sustainable fishing practices. It explores features like sea surface temperature (SST) and sea surface height (SSH), along with classification methods such as classifiers. The features like SST, SSH, and different classifiers used to classify the data, have been figured out in this review study. This study underscores the importance of examining potential fishing zones using advanced analytical techniques. It thoroughly explores the methodologies employed by researchers, covering both past and current approaches. The examination centers on data characteristics and the application of classification algorithms for classification of potential fishing zones. Furthermore, the prediction of potential fishing zones relies significantly on the effectiveness of classification algorithms. Previous research has assessed the performance of models like support vector machines, naïve Bayes, and artificial neural networks (ANN). In the previous result, the results of support vector machine (SVM) were 97.6% more accurate than naive Bayes's 94.2% to classify test data for fisheries classification. By considering the recent works in this area, several recommendations for future works are presented to further improve the performance of the potential fishing zone models, which is important to the fisheries community.
Electrical signal interference minimization using appropriate core material f...IJECEIAES
As demand for smaller, quicker, and more powerful devices rises, Moore's law is strictly followed. The industry has worked hard to make little devices that boost productivity. The goal is to optimize device density. Scientists are reducing connection delays to improve circuit performance. This helped them understand three-dimensional integrated circuit (3D IC) concepts, which stack active devices and create vertical connections to diminish latency and lower interconnects. Electrical involvement is a big worry with 3D integrates circuits. Researchers have developed and tested through silicon via (TSV) and substrates to decrease electrical wave involvement. This study illustrates a novel noise coupling reduction method using several electrical involvement models. A 22% drop in electrical involvement from wave-carrying to victim TSVs introduces this new paradigm and improves system performance even at higher THz frequencies.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Bibliometric analysis highlighting the role of women in addressing climate ch...IJECEIAES
Fossil fuel consumption increased quickly, contributing to climate change
that is evident in unusual flooding and draughts, and global warming. Over
the past ten years, women's involvement in society has grown dramatically,
and they succeeded in playing a noticeable role in reducing climate change.
A bibliometric analysis of data from the last ten years has been carried out to
examine the role of women in addressing the climate change. The analysis's
findings discussed the relevant to the sustainable development goals (SDGs),
particularly SDG 7 and SDG 13. The results considered contributions made
by women in the various sectors while taking geographic dispersion into
account. The bibliometric analysis delves into topics including women's
leadership in environmental groups, their involvement in policymaking, their
contributions to sustainable development projects, and the influence of
gender diversity on attempts to mitigate climate change. This study's results
highlight how women have influenced policies and actions related to climate
change, point out areas of research deficiency and recommendations on how
to increase role of the women in addressing the climate change and
achieving sustainability. To achieve more successful results, this initiative
aims to highlight the significance of gender equality and encourage
inclusivity in climate change decision-making processes.
Voltage and frequency control of microgrid in presence of micro-turbine inter...IJECEIAES
The active and reactive load changes have a significant impact on voltage
and frequency. In this paper, in order to stabilize the microgrid (MG) against
load variations in islanding mode, the active and reactive power of all
distributed generators (DGs), including energy storage (battery), diesel
generator, and micro-turbine, are controlled. The micro-turbine generator is
connected to MG through a three-phase to three-phase matrix converter, and
the droop control method is applied for controlling the voltage and
frequency of MG. In addition, a method is introduced for voltage and
frequency control of micro-turbines in the transition state from gridconnected mode to islanding mode. A novel switching strategy of the matrix
converter is used for converting the high-frequency output voltage of the
micro-turbine to the grid-side frequency of the utility system. Moreover,
using the switching strategy, the low-order harmonics in the output current
and voltage are not produced, and consequently, the size of the output filter
would be reduced. In fact, the suggested control strategy is load-independent
and has no frequency conversion restrictions. The proposed approach for
voltage and frequency regulation demonstrates exceptional performance and
favorable response across various load alteration scenarios. The suggested
strategy is examined in several scenarios in the MG test systems, and the
simulation results are addressed.
Enhancing battery system identification: nonlinear autoregressive modeling fo...IJECEIAES
Precisely characterizing Li-ion batteries is essential for optimizing their
performance, enhancing safety, and prolonging their lifespan across various
applications, such as electric vehicles and renewable energy systems. This
article introduces an innovative nonlinear methodology for system
identification of a Li-ion battery, employing a nonlinear autoregressive with
exogenous inputs (NARX) model. The proposed approach integrates the
benefits of nonlinear modeling with the adaptability of the NARX structure,
facilitating a more comprehensive representation of the intricate
electrochemical processes within the battery. Experimental data collected
from a Li-ion battery operating under diverse scenarios are employed to
validate the effectiveness of the proposed methodology. The identified
NARX model exhibits superior accuracy in predicting the battery's behavior
compared to traditional linear models. This study underscores the
importance of accounting for nonlinearities in battery modeling, providing
insights into the intricate relationships between state-of-charge, voltage, and
current under dynamic conditions.
Smart grid deployment: from a bibliometric analysis to a surveyIJECEIAES
Smart grids are one of the last decades' innovations in electrical energy.
They bring relevant advantages compared to the traditional grid and
significant interest from the research community. Assessing the field's
evolution is essential to propose guidelines for facing new and future smart
grid challenges. In addition, knowing the main technologies involved in the
deployment of smart grids (SGs) is important to highlight possible
shortcomings that can be mitigated by developing new tools. This paper
contributes to the research trends mentioned above by focusing on two
objectives. First, a bibliometric analysis is presented to give an overview of
the current research level about smart grid deployment. Second, a survey of
the main technological approaches used for smart grid implementation and
their contributions are highlighted. To that effect, we searched the Web of
Science (WoS), and the Scopus databases. We obtained 5,663 documents
from WoS and 7,215 from Scopus on smart grid implementation or
deployment. With the extraction limitation in the Scopus database, 5,872 of
the 7,215 documents were extracted using a multi-step process. These two
datasets have been analyzed using a bibliometric tool called bibliometrix.
The main outputs are presented with some recommendations for future
research.
Use of analytical hierarchy process for selecting and prioritizing islanding ...IJECEIAES
One of the problems that are associated to power systems is islanding
condition, which must be rapidly and properly detected to prevent any
negative consequences on the system's protection, stability, and security.
This paper offers a thorough overview of several islanding detection
strategies, which are divided into two categories: classic approaches,
including local and remote approaches, and modern techniques, including
techniques based on signal processing and computational intelligence.
Additionally, each approach is compared and assessed based on several
factors, including implementation costs, non-detected zones, declining
power quality, and response times using the analytical hierarchy process
(AHP). The multi-criteria decision-making analysis shows that the overall
weight of passive methods (24.7%), active methods (7.8%), hybrid methods
(5.6%), remote methods (14.5%), signal processing-based methods (26.6%),
and computational intelligent-based methods (20.8%) based on the
comparison of all criteria together. Thus, it can be seen from the total weight
that hybrid approaches are the least suitable to be chosen, while signal
processing-based methods are the most appropriate islanding detection
method to be selected and implemented in power system with respect to the
aforementioned factors. Using Expert Choice software, the proposed
hierarchy model is studied and examined.
Enhancing of single-stage grid-connected photovoltaic system using fuzzy logi...IJECEIAES
The power generated by photovoltaic (PV) systems is influenced by
environmental factors. This variability hampers the control and utilization of
solar cells' peak output. In this study, a single-stage grid-connected PV
system is designed to enhance power quality. Our approach employs fuzzy
logic in the direct power control (DPC) of a three-phase voltage source
inverter (VSI), enabling seamless integration of the PV connected to the
grid. Additionally, a fuzzy logic-based maximum power point tracking
(MPPT) controller is adopted, which outperforms traditional methods like
incremental conductance (INC) in enhancing solar cell efficiency and
minimizing the response time. Moreover, the inverter's real-time active and
reactive power is directly managed to achieve a unity power factor (UPF).
The system's performance is assessed through MATLAB/Simulink
implementation, showing marked improvement over conventional methods,
particularly in steady-state and varying weather conditions. For solar
irradiances of 500 and 1,000 W/m2
, the results show that the proposed
method reduces the total harmonic distortion (THD) of the injected current
to the grid by approximately 46% and 38% compared to conventional
methods, respectively. Furthermore, we compare the simulation results with
IEEE standards to evaluate the system's grid compatibility.
Enhancing photovoltaic system maximum power point tracking with fuzzy logic-b...IJECEIAES
Photovoltaic systems have emerged as a promising energy resource that
caters to the future needs of society, owing to their renewable, inexhaustible,
and cost-free nature. The power output of these systems relies on solar cell
radiation and temperature. In order to mitigate the dependence on
atmospheric conditions and enhance power tracking, a conventional
approach has been improved by integrating various methods. To optimize
the generation of electricity from solar systems, the maximum power point
tracking (MPPT) technique is employed. To overcome limitations such as
steady-state voltage oscillations and improve transient response, two
traditional MPPT methods, namely fuzzy logic controller (FLC) and perturb
and observe (P&O), have been modified. This research paper aims to
simulate and validate the step size of the proposed modified P&O and FLC
techniques within the MPPT algorithm using MATLAB/Simulink for
efficient power tracking in photovoltaic systems.
Adaptive synchronous sliding control for a robot manipulator based on neural ...IJECEIAES
Robot manipulators have become important equipment in production lines, medical fields, and transportation. Improving the quality of trajectory tracking for
robot hands is always an attractive topic in the research community. This is a
challenging problem because robot manipulators are complex nonlinear systems
and are often subject to fluctuations in loads and external disturbances. This
article proposes an adaptive synchronous sliding control scheme to improve trajectory tracking performance for a robot manipulator. The proposed controller
ensures that the positions of the joints track the desired trajectory, synchronize
the errors, and significantly reduces chattering. First, the synchronous tracking
errors and synchronous sliding surfaces are presented. Second, the synchronous
tracking error dynamics are determined. Third, a robust adaptive control law is
designed,the unknown components of the model are estimated online by the neural network, and the parameters of the switching elements are selected by fuzzy
logic. The built algorithm ensures that the tracking and approximation errors
are ultimately uniformly bounded (UUB). Finally, the effectiveness of the constructed algorithm is demonstrated through simulation and experimental results.
Simulation and experimental results show that the proposed controller is effective with small synchronous tracking errors, and the chattering phenomenon is
significantly reduced.
Remote field-programmable gate array laboratory for signal acquisition and de...IJECEIAES
A remote laboratory utilizing field-programmable gate array (FPGA) technologies enhances students’ learning experience anywhere and anytime in embedded system design. Existing remote laboratories prioritize hardware access and visual feedback for observing board behavior after programming, neglecting comprehensive debugging tools to resolve errors that require internal signal acquisition. This paper proposes a novel remote embeddedsystem design approach targeting FPGA technologies that are fully interactive via a web-based platform. Our solution provides FPGA board access and debugging capabilities beyond the visual feedback provided by existing remote laboratories. We implemented a lab module that allows users to seamlessly incorporate into their FPGA design. The module minimizes hardware resource utilization while enabling the acquisition of a large number of data samples from the signal during the experiments by adaptively compressing the signal prior to data transmission. The results demonstrate an average compression ratio of 2.90 across three benchmark signals, indicating efficient signal acquisition and effective debugging and analysis. This method allows users to acquire more data samples than conventional methods. The proposed lab allows students to remotely test and debug their designs, bridging the gap between theory and practice in embedded system design.
Detecting and resolving feature envy through automated machine learning and m...IJECEIAES
Efficiently identifying and resolving code smells enhances software project quality. This paper presents a novel solution, utilizing automated machine learning (AutoML) techniques, to detect code smells and apply move method refactoring. By evaluating code metrics before and after refactoring, we assessed its impact on coupling, complexity, and cohesion. Key contributions of this research include a unique dataset for code smell classification and the development of models using AutoGluon for optimal performance. Furthermore, the study identifies the top 20 influential features in classifying feature envy, a well-known code smell, stemming from excessive reliance on external classes. We also explored how move method refactoring addresses feature envy, revealing reduced coupling and complexity, and improved cohesion, ultimately enhancing code quality. In summary, this research offers an empirical, data-driven approach, integrating AutoML and move method refactoring to optimize software project quality. Insights gained shed light on the benefits of refactoring on code quality and the significance of specific features in detecting feature envy. Future research can expand to explore additional refactoring techniques and a broader range of code metrics, advancing software engineering practices and standards.
Smart monitoring technique for solar cell systems using internet of things ba...IJECEIAES
Rapidly and remotely monitoring and receiving the solar cell systems status parameters, solar irradiance, temperature, and humidity, are critical issues in enhancement their efficiency. Hence, in the present article an improved smart prototype of internet of things (IoT) technique based on embedded system through NodeMCU ESP8266 (ESP-12E) was carried out experimentally. Three different regions at Egypt; Luxor, Cairo, and El-Beheira cities were chosen to study their solar irradiance profile, temperature, and humidity by the proposed IoT system. The monitoring data of solar irradiance, temperature, and humidity were live visualized directly by Ubidots through hypertext transfer protocol (HTTP) protocol. The measured solar power radiation in Luxor, Cairo, and El-Beheira ranged between 216-1000, 245-958, and 187-692 W/m 2 respectively during the solar day. The accuracy and rapidity of obtaining monitoring results using the proposed IoT system made it a strong candidate for application in monitoring solar cell systems. On the other hand, the obtained solar power radiation results of the three considered regions strongly candidate Luxor and Cairo as suitable places to build up a solar cells system station rather than El-Beheira.
An efficient security framework for intrusion detection and prevention in int...IJECEIAES
Over the past few years, the internet of things (IoT) has advanced to connect billions of smart devices to improve quality of life. However, anomalies or malicious intrusions pose several security loopholes, leading to performance degradation and threat to data security in IoT operations. Thereby, IoT security systems must keep an eye on and restrict unwanted events from occurring in the IoT network. Recently, various technical solutions based on machine learning (ML) models have been derived towards identifying and restricting unwanted events in IoT. However, most ML-based approaches are prone to miss-classification due to inappropriate feature selection. Additionally, most ML approaches applied to intrusion detection and prevention consider supervised learning, which requires a large amount of labeled data to be trained. Consequently, such complex datasets are impossible to source in a large network like IoT. To address this problem, this proposed study introduces an efficient learning mechanism to strengthen the IoT security aspects. The proposed algorithm incorporates supervised and unsupervised approaches to improve the learning models for intrusion detection and mitigation. Compared with the related works, the experimental outcome shows that the model performs well in a benchmark dataset. It accomplishes an improved detection accuracy of approximately 99.21%.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
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.
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.
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%.
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The electrical energy generated by a photovoltaic (PV) system relies on some environmental factors,
as intensity of solar energy or sunlight radiation, the position angle of sunlight, and the weather condition.
Moreover, the reliability and efficiency of the power converter, power quality, solar cell or PV module
efficiency and the losses incurred in other electrical components will affect the performance of PV
system [13-15]. Parasitic resistances in a PV module are a cause of PV losses. Even parasitic resistance
values are small, connecting many PV modules in series will raise the total losses of PV system [16-19].
To increase the quality and reliability of electrical energy output, new concepts are absolutely necessary to be
created especially for the PV power system.
In this research article, a novel system of grid connected PV system using current source type
inverter is presented. The system is designed for a low-voltage high-current PV systems to maximize the
advantages of PV systems and inverter. Operation and performance of the new system were examined in
laboratory by using computer simulations. Some test results and analysis of the new PV system are discussed
to explore the achievements and features of the new system.
2. PROPOSED SYSTEM
Figure 1 presents the suggested photovoltaic power generation system. In this figure, the system
consist of two PV systems with two inverters and two power transformers operated in parallel. For a larger
PV system size, the system can be extended with more power inverters and transformers. The photovoltaic
system will convert the sunlight energy become electrical energy in the form of dc voltage. This dc power is
converted by the power inverter to be sinusoidal ac current and voltage. The inverter works also to control
the electrical power that will be inserted into the electrical grid. The power transformers step-up the
inverter’s output voltage to match the power grid voltage and as galvanic isolation.
Figure 1. Proposed PV-inverter system
To build the photovoltaic system, this research used PV module from KYOCERA Solar
manufacturer, i.e. Kyocera KD325 series. Table 1 shows the Kyocera KD325 series specs of PV module used
in the system. Parallel PV modules were employed to obtain higher dc input current for the power inverter
circuits. In this system, two photovoltaic array systems were used. One PV array system was constructed by
six PV modules as indicated in Figure 2. Each PV array system is tied to the electrical grid via a single
H-bridge current-source type inverter. Hence, total two inverters were used. It is also possible to apply more
inverters for higher PV power system.
Table 1. Photovoltaic module specification
Parameters Value
Maximum power 325 W
Maximum voltage peak power (Vmpp) 40.3 V
Open circuit voltage (VOC) 49.7 V
Maximum current (Imax) 8.07 A
Short circuit current (Isc) 8.69 A
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2.1. Power inverter circuits
The power inverter circuits used in this PV system are the H-bridge current source type inverters as
presented in Figure 1. A single inverter is composed of four controlled power switches serially connected
with power diode in order to obtain bidirectional power switch [20], [21]. An important property of current-
source type inverter is the ON / OFF sequence of all IGBT switches. This sequence will determine the quality
of output current and voltage of the inverter circuits. For current-source type inverter, an open-circuit state is
highly avoided, since high voltage generated by the dc-link inductor can occur and it can damage the
switching devices [22-25].
A passive LC low pass filter was installed at the output terminal of inverter circuit to filter the
harmonic components of the inverter’s current and to produce a sinusoidal load current from the three-level
PWM output current. Each inverter is connected to a power transformer which has winding ratio 1:6.
The transformer serves as a galvanic insulation among the PV system and the electrical grid. It functions also
to protect the inverter from the damage in consequence of the faults occurred at the electrical grid side [26].
The dc power source consists of some PV modules joined in parallel as depicted in Figure 2. At the PV
output terminal, a filter capacitor is placed, because the DC output voltage of the PV modules still have a
large enough ripple, hence the capacitor was required that serves as a filter to minimize the ripples of PV’s
current and voltage waveforms.
Figure 2. PV array system
Figure 3. Control circuits of DC current source
2.2. Control circuits of DC current source
The DC current control circuits used to produce the DC currents as inputs of the power inverter is
described in Figure 3. The circuits is composed of an IGBT (Qc) as a controlled semiconductor switch, diode
(Df), inductor and current sensor. The switch used in this circuits is an IGBT. Based on Figure 3, the PV
array is used as the dc power supply of the control circuits and power inverter, the diode (D1) functions to
prevent current not flowing back into PV system, capacitor (C1) serves as ripple filter of PV output voltage.
The current detector is used to detect and to regulate the current of the PV system to obtain a stable and
constant dc current [27], [28].
When the switch Qc is at ON condition, the inductor L1, capacitor C1, and the power load will be
connected to the voltage source (PV Array). This condition is called ON state. The freewheeling diode (Df)
will work in reverse bias under this conditions. If the switch Qc is turned-OFF, the borne magnetic energy in
the power inductor is transfered to the power load. The freewheeling diode (Df) works in conducting mode.
A proportional-integral (PI) current regulator was applied to regulate the inductor currents.
The gating signal of the Qc switch is obtained from the ratio of the current signal flowing thru the current
detector and the instruction signal of current controller. The error was modulated to the triangle waveform to
generate pulse width signals of the Qc switch. The PI control serves as a reference value of the dc current
generator circuits and current magnitude flowing in inductor (L1) [29, 30].
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3. RESULTS AND DISCUSSION
In order to attest the feats of the new developed PV system, some computer experiments were done
by using power electronic simulation software of PSIM. The system as presented in Figure 1 was tested using
test parameters as presented in Table 2. The two photovoltaic systems were tested under different output
currents by varying the current magnitude flowing through the inductors of the dc current control circuits.
It will simulate the real operation of PV system under different condition of sunlight radiations. In addition,
the operation test under the same reference values of inverter current were also performed.
Table 2. Test parameters
Parameters Values
Inductor of dc current generator circuits 2.2 mH
PV output voltage ± 49.7 V
PV capacitor filter 10 mF
Power grid voltage 220 V
ON/OFF frequency of IGBT 22 kHz
Inverter output capacitor filter 100 µF
Inverter output inductor filter 1 mH
Power load R = 8, L =6 mH
Fundamental inverter’s frequency 50 Hz
Winding ratio of transformer 1:6
Figure 4 shows the output current and voltage at transformer primary side of the first photovoltaic
system at 20 A output current operation. The first inverter’s current ripples were obviously appeared in this
condition. Furthermore, Figure 5 presents the output current and voltage wave shapes of the second
photovoltaic system at 50 A output current operation. It can be viewed that a less ripple of AC output current
and voltage waveforms was generated at the 50 A operation. Figure 6 (a) and (b) depict the spectra of
harmonics of the first and second inverter’s AC output current at 20 A and 50 A, respectively. Lower
harmonic components were acquired for the current magnitude 50 A of second inverter.
The measured total harmonic-distortion (THD) of AC current occurring in the secondary side of
transformer for the first PV system was 4.38%. This value was relatively higher than the total harmonic
distortion of the current occurred in secondary side of transformer of the second PV system which was
0.79%. Figure 7 presents a comparison of harmonic orders generated by the first and second inverters under
20 A and 50 A output current operations. Mostly, in the PV system generating a lower output current
operation, the harmonics components were larger.
Figure 4. Current and voltage waves of the first inverter at 20 A current operation
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Figure 5. Current and voltage waves of the second inverter at 50 A current operation
(a) (b)
Figure 6. (a) Harmonics spectra of the first inverter current at 20 A operation,
(b) Harmonics spectra of the second inverter current at 50 A operation
Figure 7. Harmonic current comparison between the first and second inverter at 20 A
and 50 A output current operation
Furthermore, Figure 8 and Figure 9 show the current and voltage waveforms of PV system under the
same current operation, i.e. 50 ampere. The harmonic spectra of the first and second inverter systems at 50 A
output current operation are presented in Figure 10 (a) and (b). The harmonic components of both inverter
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currents are almost the same. The THD value of these currents waveforms is 1.35797% as shown in
Figure 11 (a) and (b). Moreover, Figure 11 (c) Denotes the THD value trend of both inverter output currents,
when the inverters were operated at the same output currents 20 A, 30 A, 40 A and 50 A. The THD values of
both inverter current waveforms are the same in these conditions. The higher the inverter output current,
the THD values are decreasing.
The magnitudes of inverter’s output currents were controlled by adjusting the reference values of the
PI current controller and varying the modulation index values of the inverter’s pulse-width modulation
(PWM) strategy. Figure 12 (a) and (b) Exhibit the effect of varying the inverter modulation index to the THD
values of the currents flowing through the primary and secondary sides of the both power transformers. It can
be seen in this result that the minimum THD value of the currents were achieved at modulation index 0.9.
The over modulation index operation at 1.1 increased the THD value of current waveform.
Figure 8. Output current waveforms of the first and second PV systems at 50 A operation
Figure 9. Output voltage waveforms of the transformer primary side of the first
and second PV systems at 50 A current operation
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(a) (b)
Figure 10. (a) Harmonics profile of the first inverter current at 50 A operation,
(b) Harmonics profile of the second inverter current at 50 A operation
(a) (b)
(c)
Figure 11. (a) Relation between the THD value and current magnitude of the first inverter for different output
current operation of the first and second PV systems, (b) Relation between the THD value and current
magnitude of the second inverter for different output current operation of the first and second PV systems,
(c) Relation between the THD and current magnitude of the first and second PV system for the same
current operation
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(a) (b)
Figure 12. (a) Relation between inverter modulation index and THD of transformer’s primary side current,
(b) Relation between inverter modulation index and THD of transformer’s secondary side current
4. CONCLUSION
This paper discussed a novel low-voltage high-current system for photovoltaic power generation.
The proposed system utilized two or more H-bridge current source type inverters operated in parallel. Some
new merits can be obtained using the proposed system such as a lower total resistance of the PV system and
better quality of inverter’s output current. Some computer test results showed that at a higher output power
operation, a lower distortion of inverter’s AC output current could be achieved by using the proposed system.
The PV systems operating at the same inverter output current will have a better performance compare to the
inverter systems with different output current operation.
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BIOGRAPHIES OF AUTHORS
Suroso received the B. Eng. degree in electrical engineering, from Gadjah Mada University,
Indonesia in 2001, and the M. Eng. degree in electrical and electronics engineering from
Nagaoka University of Technology, Japan in 2008. He was a research student at electrical
engineering department, Tokyo University, Japan from 2005 to 2006. He earned the Ph.D degree
in energy and environment engineering department, Nagaoka University of Technology, Japan in
2011. He was a visiting researcher at electrical and electronics engineering department, Shizuoka
University, Japan from 2009 to 2011. Currently, He is an associate professor at department of
electrical engineering, Jenderal Soedirman University, Indonesia. His research interest includes
power converters, and its application in renewable energy conversion system.
Daru Tri Nugroho received bachelor (B.Eng.) degree in electrical engineering from Institute
Teknologi Sepuluh November, Surabaya, Indonesia and M.Eng. degree in electrical engineering
from Universitas Indonesia. Currently He is a lecturer in Electrical Engineering Department,
Jenderal Soedirman University. His research interests are power electronics and renewable
energy system.
10. Int J Elec & Comp Eng ISSN: 2088-8708
Parallel operation of current-source inverter for low-voltage high-current grid-connected… (Suroso)
2229
Amran was born in 1991. He was a student at Electrical Engineering Department, Jenderal
Soedirman University.
Toshihiko Noguchi was born in 1959. He received the B. Eng. degree in electrical engineering
from Nagoya Institute of Technology, Nagoya, Japan, and the M. Eng. and D. Eng. degrees in
electrical and electronics systems engineering from Nagaoka University of Technology,
Nagaoka, Japan, in 1982, 1986, 1996, respectively. In 1982, he joined Toshiba Corporation,
Tokyo, Japan. He was a Lecturer at Gifu National College of Technology, Gifu, Japan, from
1991 to 1993 and a Research Associate in electrical and electronics systems engineering at
Nagaoka University of Technology from 1994 to 1995. He was an Associate Professor at
Nagaoka University of Technology from 1996 to 2009. He has been a Professor at Shizuoka
University since 2009. His research interests are static power converters and motor drives. Dr.
Noguchi is a Member of the IEE-Japan and a Senior Member of the IEEE.