Dissertations / Theses on the topic 'Microinverter'
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Yogeswaran, Kesavan. "A stacked full-bridge microinverter topology for photovoltaic applications." Thesis, Massachusetts Institute of Technology, 2012. http://hdl.handle.net/1721.1/85805.
Full textTitle as it appears in MIT degrees awarded program, September 19, 2012: A new topology for high-efficiency solar microinverters Cataloged from PDF version of thesis.
Includes bibliographical references (pages 95-96).
Previous work has been done to develop a microinverter for solar photovoltaic applications consisting of a high-frequency series resonant inverter and transformer section connected to a a cycloconverter that modulates the resonant current into a single-phase 240 VRMS utility line. This thesis presents a new stacked full-bridge topology that improves upon the previous high-frequency inverter section. By utilizing new operating modes to reduce the reliance on frequency control and allowing for the use of lower blocking voltage transistors, the operating frequency range of the HF inverter is reduced and efficiency is increased, especially at low output powers and lower portions of the line cycle. The design of an experimental prototype to test the stacked full-bridge HF inverter topology is presented along with test results that demonstrate the success of the topology. Future improvements to increase performance are also suggested.
by Kesavan Yogeswaran.
M. Eng.
Fonkwe, Fongang Edwin. "Reactive power support capability of flyback microinverter with pseudo-dc link." Thesis, Massachusetts Institute of Technology, 2015. http://hdl.handle.net/1721.1/101794.
Full textThis electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (pages 101-102).
The flyback micro-inverter with a pseudo-dc link has traditionally been used for injecting only active power in to the power distribution network. In this thesis, a new approach will be proposed to control the micro-inverter to supply reactive power to the grid which is important for grid voltage support. Circuit models and mathematical analyses are developed to explain underlying issues such as harmonic distortion, and power losses, which can limit the reactive power support capability. A novel current decoupling circuit is proposed to effectively mitigate zero crossing distortion. Simulations and experimental results are provided to support the theoretical propositions.
by Edwin Fonkwe Fongang.
S.M.
Hossain, Mohammad Akram. "Thermal Characteristics of Microinverters on Dual-axis Trackers." Case Western Reserve University School of Graduate Studies / OhioLINK, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=case1396888841.
Full textDominic, Jason. "Comparison and Design of High Efficiency Microinverters for Photovoltaic Applications." Thesis, Virginia Tech, 2014. http://hdl.handle.net/10919/78045.
Full textMaster of Science
Schenkel, Gabriela. "Monitoramento e análise de um sistema fotovoltaico conectado à rede com uso de microinversor." Universidade do Vale do Rio dos Sinos, 2015. http://www.repositorio.jesuita.org.br/handle/UNISINOS/4909.
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CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Os sistemas fotovoltaicos conectados à rede tem como finalidade a conversão da energia solar em energia elétrica. No Brasil, recentemente foi dado o primeiro passo efetivo com a publicação pela ANEEL da Resolução Normativa n° 482. Esta resolução, publicada em 17 de abril de 2012, possibilita à um consumidor doméstico e comercial possuir um sistema de microgeração de energia (hidráulica, solar, eólica, biomassa ou cogeração qualificada) conectado à rede elétrica e fazer compensação de energia. Neste trabalho foi instalado em caráter experimental, no Laboratório de Energias Renováveis da Unisinos, um sistema fotovoltaico conectado à rede com uso de um modelo de microinversor, e buscou-se por meio desta instalação e do monitoramento, analisar o comportamento elétrico e energético do sistema. O sistema é composto por um módulo monocristalino LG255S1C de 255 Wp conectado a um microinversor ENPHASE M215 de 215 W. O período de monitoramento foi de 1° de agosto até 20 de dezembro de 2014. Uma central de aquisição de dados Agilent HP 34970A foi empregada para coletar dados de irradiância no plano do gerador fotovoltaico, corrente e tensão na entrada e saída do microinversor, temperatura de uma célula FV no centro do módulo fotovoltaico e temperatura no dissipador do microinversor. Também foi utilizado como medidor o analisador de energia Fluke 43B, que coleta os dados de potência ativa, potência reativa e potência aparente injetada na rede elétrica pelo sistema. Índices de qualidade de energia como a distorção harmônica total de corrente e fator de deslocamento também foram medidos. A eficiência média diária máxima, considerando a incerteza, medida no microinversor empregado foi de 95,18 % e é semelhante aos valores de eficiência média diária dos microinversores de primeira e segunda geração. O sistema fotovoltaico monitorado com o uso do microinversor atingiu o valor máximo de desempenho global de 0,93. A produção de energia máxima diária em corrente alternada foi de 1,49 kWh. Estima-se, levando em consideração este valor, que a produção mensal pode ser de até 44,7 kWh. Isto significa uma redução de 58 % no consumo de energia em uma residência, levando em consideração o custo de disponibilidade e o sistema instalado em uma residência com consumo médio mensal da região nordeste que é de 120 kWh.
Photovoltaic grid-connected systems aims the conversion of solar energy into electrical energy. In Brazil, was recently given the first effective step with the publication by ANEEL Normative Resolution No. 482. This resolution published on 17 th April, 2012, enables domestic and commercial consumers have an energy microgeneration system (hydro, solar, wind, biomass or qualified cogeneration) connected to mains power and make compensation. In this work was mounted on an experimental character, in the Renewable Energy Laboratory of Unisinos, a photovoltaic grid-connected system that uses a microinverter model, and through this installation and monitoring, analyse the electrical and energetical behavior of the system. The system consists of a 255 Wp LG255S1C monocrystalline module, connected to a 215 W ENPHASE M215 microinverter. The monitoring period was 1 st August to 20 th December, 2014. A central acquisition of Agilent HP 34970A data was used to collect data irradiance in the plane of the PV array, current and voltage at the input and output of microinverter, temperature of a PV cell in the center of the PV module and the microinverter sink. It was also used as a measuring the energy analyzer Fluke 43B, which collects the data of active power, reactive power and apparent power injected into the grid by the system. Power quality indices as the total harmonic current distortion and displacement factor were also measured. The maximum daily average efficiency, considering the uncertainty, measured on the employed microinverter was 95.18 % and is similar than the daily average efficiency values of microinverters of first and second generation. The photovoltaic system monitored using the microinverter peaked overall performance of 0.93. The production maximum daily energy into alternating current was 1.49 kWh. It is estimated taking into account the value that the monthly production can achieved 44.7 kWh. This means a reduction of 58 % in the consumption of a residence considering the availability cost and that the system is installed in a residence with the northest comsumption whose the average monthly consumption is 120.00 kWh.
Blair, Daniel P. "SolarBridge Technologies: Entrepreneurship in the Solar Inverter Industry." Case Western Reserve University School of Graduate Studies / OhioLINK, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=case1301506263.
Full textKiddoo, Cameron. "Energy Harvesting from Exercise Machines: Comparative Study of EHFEM Performance with DC-DC Converters and Dissipative Overvoltage Protection Circuit." DigitalCommons@CalPoly, 2017. https://digitalcommons.calpoly.edu/theses/1732.
Full textPrichard, Martin Edward. "SINGLE PHASE MULTILEVEL INVERTER FOR GRID-TIED PHOTOVOLTAIC SYSTEMS." UKnowledge, 2015. http://uknowledge.uky.edu/ece_etds/81.
Full textKnabben, Gustavo Carlos. "Microinversor fotovoltaico não isolado de dois estágios." reponame:Repositório Institucional da UFSC, 2017. https://repositorio.ufsc.br/xmlui/handle/123456789/178588.
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Esta dissertação de mestrado apresenta o procedimento utilizado no projeto e construção de um protótipo de microinversor fotovoltaico, capaz de processar energia de um módulo fotovoltaico de silício cristalino de até 250 W de potência e injetá-la na rede elétrica com 220 V de valor eficaz de tensão e 60 Hz de frequência. O trabalho compreende revisão bibliográfica em microinversores comerciais, normas para conexão à rede elétrica, caracterização de geradores fotovoltaicos, topologias aplicadas a microinversores e influência das correntes de modo comum na operação desses equipamentos. Optou-se por processar a energia em dois estágios de conversão. O primeiro, cc-cc, é composto por um conversor Boost com célula de ganho. O segundo, cc-ca, principal foco desta dissertação, é o conversor em ponte completa com modulação dois níveis. A estratégia de controle é baseada em compensação da corrente injetada na rede elétrica, com imposição, por PLL, de uma forma de onda senoidal em fase com a tensão; regulação do barramento cc principal; técnica de MPPT; método de anti-ilhamento; partida suave de todo o sistema; algoritmos de proteção; e desacoplamento dos estágios cc-cc e cc-ca por filtragem ativa. A experimentação do sistema projetado e construído contou com resultados satisfatórios e de acordo com teoria e simulação.
Abstract : This Master's Thesis presents the design and construction procedure of a photovoltaic (PV) micro-inverter prototype capable of absorbing energy from a 250 W crystalline silicon PV module and injecting into a 220 V / 60 Hz utility grid. The work includes a literature review on commercial micro-inverters, standards for connectins to grid, characterization of photovoltaic generators, topologies applied to microinverters and influence of common mode currents in the operation of these equipments. Two stages of conversion were choosen to process the energy. The first, dc-dc, is composed by a Boost converter with gain cell. The second, dc-ac, main focus of this work, is the Full-Bridge converter with two level sinusoidal modulation. The control strategy is based on current compensation; dc link voltage controlling; PLL; MPPT; anti-islanding method; soft start of the entire system; protection algorithms; and decoupling of the dc-dc and dc-ac stages by active filtering. The experimentation of the designed and constructed system reached satisfactory results, according to theory and simulation.
Gu, Bin. "Power Converter and Control Design for High-Efficiency Electrolyte-Free Microinverters." Diss., Virginia Tech, 2014. http://hdl.handle.net/10919/25236.
Full textPh. D.
Gazoli, Jonas Rafael. "Microinversor monofásico para sistema solar fotovoltaico conectado à rede elétrica." [s.n.], 2011. http://repositorio.unicamp.br/jspui/handle/REPOSIP/259012.
Full textDissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Elétrica e de Computação
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Resumo: Este trabalho apresenta uma contribuição à pesquisa e ao desenvolvimento de microinversores monofásicos para sistemas fotovoltaicos de energia solar conectados à rede elétrica de baixa tensão. O objetivo principal da pesquisa é apresentar o projeto, a construção e os resultados experimentais de um microinversor eletrônico que processa a energia proveniente de um painel fotovoltaico e faz a conexão deste dispositivo com a rede El. São apresentados estudos teóricos e simulações sobre painéis fotovoltaicos, sobre a modelagem e o controle de conversores eletrônicos e sobre o algoritmo de rastreamento do ponto de máxima potência. São apresentados resultados experimentais obtidos com um microinversor experimental desenvolvido em laboratório, constituído de dois estágios de conversão (CC-CC e CC-CA)
Abstract: This thesis presents a contribution to research and development of single-phase micro-inverters for low voltage grid-connected photovoltaic systems. The main goal of this research is to present the project, the development and experimental results of an electronic micro-inverter that processes the energy from a photovoltaic panel and connects this device to the main grid. Theoretical studies and simulations on photovoltaic panels are shown, as the modeling and control of the electronic converters and the maximum power point tracking algorithm. Results with an experimental microinverter consisting of two stages (DC-DC and DC-AC) are also shown
Mestrado
Energia Eletrica
Mestre em Engenharia Elétrica
Barbosa, José Nilton Tavares. "PV inverters for module level applications." Master's thesis, FCT-UNL, 2011. http://hdl.handle.net/10362/7083.
Full textNowadays, the photovoltaic (PV) energy is presented as one of the most promising source of clean energy, and so a good way for greenhouse gas emissions mitigation and reduce the fossil fuel dependence. Within it, the photovoltaic energy has caused a huge interest in the electronic converters, and the need to improve their efficiency and reducing their cost. With this work I present a solution for a module scale grid-connected single-phase inverter. The solution consists in a two-stage inverter insolated with a grid line transformer. The two-stage inverter is composed by a DC-DC converter and a DC-AC converter connected through a DC-link capacitor. The DC-DC converter in case is a boost converter used to elevate the voltage from the PV module to a higher level. For the DC-AC converter it is used a full-bridge inverter, and both the DC-DC and the DC-AC converters use the IGBTs form an integrated module with its respective drivers. To the boost control it is implemented a Maximum Power Point Tracking algorithm that can optimize the power extraction from the PV source and for the inverter it is used a sliding mode hysteretic control. Once this inverter is conceived to work connected to the grid, a single-phase PLL system is used to synchronize the injected current to grid voltage. All the control part is made digitally using an Arduino Uno board, which uses an Atmel microcontroller.
Freire, Fábio José Lima. "Microinversor monofásico baseado na derivação da topologia flyback para sistema de geração fotovoltaica." reponame:Repositório Institucional da UFC, 2015. http://www.repositorio.ufc.br/handle/riufc/12861.
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The study proposes the design and implementation of a single phase inverter of single stage obtained the derivation of four flybacks converters CC - CC operating in discontinuous mode and associated in parallel modules. This arrangement reduces the amount of magnetic and decreases current efforts in primary transformers and minimizes fluctuations i n photovoltaic module. Among the main properties of micro inverter flyback (MIF) this research, the primary keys work with SPWM switching at high frequency and lagged in one hundred and eighty degrees, while the secondary keys are controlled by PWM's compl ementary. To validate the research, we will develop a prototype that will effect the processing power connecting a photovoltaic panel with 200W power in resistive loads with senoidais characteristics. The proposed system is based on the configuration of th e integrated module drive (MIC), which, in turn, has lower losses in the semi - conductors and magnetic elements of the topology, when compared to complex centralized photovoltaic systems. Among the applications of micro inverter flyback are: supply of remote systems, power electronics devices, small water pumping stations, connections to the grid, among others. Despite the low power, micro inverter has electrical characteristics essential for the insertion in the energy matrix, such as: insulation betwe en the source and the load, types of voltages and currents waves in output with little distortion and frequency of the network. The results obtained in the laboratory show that the micro inverter flyback operating in open loop gets yields close to 90% bein g delivered to the load about 180W. Thus, the ease of construction, the use of fewer components and results collected experimentally enable the micro inverter flyback to perform the CC - CA conversion of photovoltaic systems of small powers connected in sing le - phase linear loads with senoidais characteristics or interconnected to the electric grid
A pesquisa desenvolve o projeto e a implementação de um microinversor monofásico de estágio único obtido da derivação de quatro conversores flybacks CC-CC operando no modo descontínuo e associado em módulos paralelos. Este arranjo reduz o volume dos magnéticos, diminui os esforços de correntes nos primários dos transformadores, bem como minimiza as oscilações no módulo fotovoltaico. Em meio as principais propriedades do microinversor flyback (MIF) desta pesquisa, as chaves dos primários atuam com comutação SPWM em alta frequência e defasadas em cento e oitenta graus, enquanto as chaves dos secundários são comandadas por PWM’s complementares. Para validar a pesquisa será desenvolvido um protótipo que efetuará o processamento de energia interligando um painel fotovoltaico com 200 W de potência, em cargas resistivas com características senoidais. O sistema proposto está fundamentado na configuração módulo inversor integrado (MIC), que por sua vez, possui menores perdas nos semicondutores e elementos magnéticos da topologia, quando comparado aos complexos sistemas fotovoltaicos centralizados. Dentre as aplicações do microinversor flyback encontram-se: abastecimento de sistemas remotos, alimentação de aparelhos eletroeletrônicos, pequenas estações de bombeamentos de água, conexões a rede elétrica, entre outros. Apesar da baixa potência, o microinversor apresenta características elétricas essenciais a inserção na matriz energética, tais como: isolação entre a fonte e a carga, formas de ondas de tensões e correntes na saída com pequenas distorções e na frequência da rede. Os resultados obtidos em laboratório revelam que o microinversor flyback operando em malha aberta obtém rendimentos próximos a 90%, sendo entregue à carga cerca de 180 W. Sendo assim, a facilidade na construção, a utilização de poucos componentes e os resultados coletados experimentalmente habilitam o microinversor flyback a realizar a conversão CC-CA de sistemas fotovoltaicos de pequenas potências conectados em cargas lineares monofásicas com características senoidais ou interligados à rede elétrica
Freire, FÃbio Josà Lima. "Microinversor single phase based on the drifting of flyback topology for generating system photovoltaic." Universidade Federal do CearÃ, 2015. http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=14438.
Full textThe study proposes the design and implementation of a single phase inverter of single stage obtained the derivation of four flybacks converters CC - CC operating in discontinuous mode and associated in parallel modules. This arrangement reduces the amount of magnetic and decreases current efforts in primary transformers and minimizes fluctuations i n photovoltaic module. Among the main properties of micro inverter flyback (MIF) this research, the primary keys work with SPWM switching at high frequency and lagged in one hundred and eighty degrees, while the secondary keys are controlled by PWM's compl ementary. To validate the research, we will develop a prototype that will effect the processing power connecting a photovoltaic panel with 200W power in resistive loads with senoidais characteristics. The proposed system is based on the configuration of th e integrated module drive (MIC), which, in turn, has lower losses in the semi - conductors and magnetic elements of the topology, when compared to complex centralized photovoltaic systems. Among the applications of micro inverter flyback are: supply of remote systems, power electronics devices, small water pumping stations, connections to the grid, among others. Despite the low power, micro inverter has electrical characteristics essential for the insertion in the energy matrix, such as: insulation betwe en the source and the load, types of voltages and currents waves in output with little distortion and frequency of the network. The results obtained in the laboratory show that the micro inverter flyback operating in open loop gets yields close to 90% bein g delivered to the load about 180W. Thus, the ease of construction, the use of fewer components and results collected experimentally enable the micro inverter flyback to perform the CC - CA conversion of photovoltaic systems of small powers connected in sing le - phase linear loads with senoidais characteristics or interconnected to the electric grid
Cabral, Henrique Gabriel. "Estudo e desenvolvimento de um microinversor empregando o conversor ?uk para microgera??o fotovoltaica." Pontif?cia Universidade Cat?lica do Rio Grande do Sul, 2016. http://tede2.pucrs.br/tede2/handle/tede/7819.
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This work presents a study and a development of a current source microinverter, based on the ?uk converter operating in discontinuous conduction mode, for microgeneration purposes based on photovoltaic systems. In this sense, we carried out a steady-state analysis of the ?uk converter, in order to establish the design criteria for the ?uk microinverter. All peripheral systems required for the microinverter operation have also been developed, and are included in this study, namely: the MPPT, PLL, and islanding detection algorithms. All control systems, i.e., the MPPT, PLL, and anti-islanding detection algorithms, were implemented in the DS1104 R&D controller board, from dSPACE?, using MATLAB/Simulink? to program it.
Este trabalho apresenta o estudo e o desenvolvimento de um microinversor de corrente, baseado no conversor ?uk, operando no modo de condu??o descont?nua, para a aplica??o em microgera??o fotovoltaica. Inicialmente, s?o desenvolvidos estudos de car?ter qualitativo e quantitativo do comportamento do microinversor de corrente baseado no conversor ?uk, os quais culminaram no desenvolvimento de crit?rios para o dimensionamento do conversor ?uk, que desempenha um papel central na estrutura do microinversor proposto. Sistemas perif?ricos necess?rios para a opera??o do microinversor, assim como aqueles exigidos pelas concession?rias de energia el?trica para a aplica??o em sistemas de microgera??o s?o estudados e desenvolvidos nessa disserta??o. Para tanto, a implementa??o de todos os sistemas de controle, ou seja, os algoritmos de MPPT, de sincronismo, e de detec??o da opera??o ilhada, foram realizados em ambiente MATLAB/Simulink? associada ? uma placa de desenvolvimento do fabricante alem?o dSPACE?, modelo DS1104, a qual permite o controle em tempo real dos transistores do microinversor.
Oliveira, Leonardo Ruffeil de 1986. "Desenvolvimento de um microinversor monofásico para sistema fotovoltaico conectado na rede elétrica de baixa tensão." [s.n.], 2013. http://repositorio.unicamp.br/jspui/handle/REPOSIP/259010.
Full textDissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Elétrica e de Computação
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Resumo: O objetivo deste trabalho é a construção de um conversor eletrônico de potência monofá-sico completo para conexão à rede elétrica de distribuição de baixa tensão alimentado por painel fotovoltaico Painéis fotovoltaicos comerciais geram uma tensão contínua que varia entre 20 e 50V, dependendo do tipo de painel e da ocorrência ou não de conexão entre os mesmos; sendo necessário, portanto, a adequação dos níveis de tensão gerados pelo painel com o nível de tensão da rede elétrica de distribuição, na qual ele será conectado. O conversor eletrônico de potência utilizado neste trabalho é constituído de dois estágios sendo o primeiro CC ¿ CC e o segundo, um inversor, CC ¿ CA. Ele será controlado de duas maneiras: a primeira será responsável pelo con-trole da tensão de entrada do conversor CC - CC e pela injeção de potência no conversor CC - CA o qual, além de ser o responsável pela transformação da tensão contínua em alternada também é responsável pelo sincronismo do conversor CC - CA com a rede elétrica. São apresentados resultados de simulação do funcionamento do conversor para geração fotovoltaica de energia elétrica, sua malha de controle e o funcionamento do sistema elétrico completo. O projeto com-pleto dos conversores e dos circuitos auxiliares bem como os resultados experimentais obtidos em laboratório são apresentados
Abstract: The objective of this work is the construction of a complete single-phase power electronic converter for grid connection of low voltage distribution powered by photovoltaic panels. Photo-voltaic panels generates a DC voltage that varies between 20 and 50V, depending on the type of panel and presence or absence of connection between them, it is necessary, therefore, the ade-quacy of voltage levels generated by the panel with the voltage level of the electrical distribution network, in which it is connected. The power electronic converter used in this study consists of two stages with the first is a dc ¿ dc converter and the second is a dc-ac converter, frequency inverter. It will be controlled in two ways: the first is responsible for controlling the input voltage of the dc-dc converter and the power injection in the ac-dc converter which, besides being res-ponsible for the transformation into alternating voltage is also responsible by the synchronism of the converter dc-ac with the utility grid. Simulation results of the converter operation connected to the utility grid are presented, its network control and operation of the complete electrical sys-tem. The complete design of converters and auxiliary circuits and the experimental results obtai-ned in the laboratory are presented
Mestrado
Energia Eletrica
Mestre em Engenharia Elétrica
Morais, Julio Cezar dos Santos de. "Desenvolvimento de um microinversor conectado à rede baseado na integração do conversor Cuk com uma estrutura de indutores chaveados." Universidade Tecnológica Federal do Paraná, 2017. http://repositorio.utfpr.edu.br/jspui/handle/1/2823.
Full textThe development of a novel single stage microinverter is proposed. The presented topology is based on the combination of the Cuk converter with a switched inductor structure to obtain a higher static gain, and a full-bridge inverter circuit. The presented switched inductor structure reduces voltage and current stresses on the power switches. In order of simplify the control, the stage CC of the microinverter operate in discontinuous conduction mode (DCM). To inject sinusoidal current with low harmonic distortion to the grid, a sinusoidal pulse width modulation (SPWM) is applied in the power switches. The switches of the full-bridge invertes are commanded in low frequency, in order to reduce switching losses. Operation modes and math analysis of the novel CC-CC converter are presented. Moreover, the math analysis and control strategy of proposed microinverter topology are exposed. Furthermore, experimental results are performed to analyze the proposed topology operation, by software simulations and implementation of a 180 W prototype.
Trujillo, Rodríguez César Leonardo. "Concepción de controladores reconfigurables para microinversores fotovoltaicos operando como unidades autónomas de generación de energía en microrredes." Doctoral thesis, Universitat Politècnica de València, 2012. http://hdl.handle.net/10251/14275.
Full textTrujillo Rodríguez, CL. (2011). Concepción de controladores reconfigurables para microinversores fotovoltaicos operando como unidades autónomas de generación de energía en microrredes [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/14275
Palancia
Guisso, Igor Luiz. "Estudo e desenvolvimento de um algoritmo de detec??o da opera??o ilhada para sistemas PV, aplicado a um microinversor baseado no conversor Zeta." Pontif?cia Universidade Cat?lica do Rio Grande do Sul, 2015. http://tede2.pucrs.br/tede2/handle/tede/7004.
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This work presents a study and a development of a microinverter, based on Zeta converter, as well as, the development of an islanding detection algorithm, based on the reduction of the maximum duty cycle of the converter. The objective is to achieve a reduction on the output voltage of the microinverter, so that it is possible to detect the islanding operation when the power grid is offline. In order to validate the proposed study the project of Zeta converter is presented, as well as, the implementation of the islanding algorithm in Matlab/Simulink? platform. The algorithm developed, in this project, presents outstanding results, since the variation of the microinverter output voltage amplitude resulted in an effective technique to detect islanding, as observed by simulations, which were performed in accordance with the standard IEEE 929.
Este trabalho apresenta o estudo e o desenvolvimento de um microinversor baseado no conversor Zeta e de um algoritmo de detec??o da opera??o ilhada, baseado na redu??o do ciclo de trabalho m?ximo do conversor. O objetivo ? conseguir uma redu??o na tens?o de sa?da do microinversor, para que seja poss?vel detectar a opera??o ilhada, caso a rede el?trica de distribui??o n?o esteja mais presente. A fim de validar o estudo proposto, foi apresentado o projeto do conversor Zeta e tamb?m a implementa??o do algoritmo de detec??o da opera??o ilhada em ambiente Matlab/Simulink?. O algoritmo desenvolvido apresentou ?timo desempenho, uma vez que a varia??o na amplitude da tens?o de sa?da do microinversor resultou em uma t?cnica efetiva para a detec??o da opera??o ilhada, considerando ensaios de laborat?rio realizados segundo a norma IEEE 929, e n?o resultou em degrada??o adicional da forma de onda da corrente entregue ? rede el?trica pelo microinversor.
Rambo, Carlos Eduardo Bizarro. "Estudo e desenvolvimento de um método de MPPT para sistemas PV, baseado na técnica P&O aplicado a um microinversor do tipo flyback." Pontifícia Universidade Católica do Rio Grande do Sul, 2015. http://hdl.handle.net/10923/7692.
Full textThis work presents the study and development of a modification proposal of the classical MPPT - P&O approach, based on the utilization of the power and voltage derivatives in PV panel terminals. The contribution of this study consists in the employment of the time derivative of voltage that is used to determine converter duty cycle step size instantly. The proposed MPPT approach when compared to the classical P&O, presents some advantages like as: better dynamic response, steady state error reduction and robustness (considering different irradiation and temperature profiles). In order to validate this study, a microinverter prototype based on flyback converter, using this new approach, was implemented aiming to connect PV panels to the mains. Microinverter control strategy was held on Matlab/Simulink® environment in association to a data processing board (DS1104 from dSPACE®).
Este trabalho apresenta o estudo e o desenvolvimento de uma proposta de modificação do método de MPPT P&O clássico com base na utilização da derivada da potência e da derivada da tensão nos terminais dos painéis PV. A contribuição deste trabalho consiste no emprego da derivada da tensão dos painéis, a qual é utilizada para determinar a variação instantânea do ciclo de trabalho do conversor. O método de MPPT proposto em comparação com o método P&O convencional apresentou melhor desempenho considerando-se a resposta dinâmica, o erro de estado estacionário e a robustez (contra diferentes perfis de irradiância e de temperatura). A fim de validar este estudo, um protótipo de um microinversor com base no conversor flyback, usando a abordagem proposta, foi implementado com o objetivo de conectar painéis fotovoltaicos à rede elétrica. A estratégia de controle do microinversor foi realizada em ambiente Matlab/Simulink® em associação a uma placa de processamento de dados (DS1104 da dSPACE®).
Rambo, Carlos Eduardo Bizarro. "Estudo e desenvolvimento de um m?todo de MPPT para sistemas PV, baseado na t?cnica P&O aplicado a um microinversor do tipo flyback." Pontif?cia Universidade Cat?lica do Rio Grande do Sul, 2015. http://tede2.pucrs.br/tede2/handle/tede/6403.
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Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior - CAPES
Funda??o de Amparo ? Pesquisa do Estado do Rio Grande do Sul - FAPERGS
This work presents the study and development of a modification proposal of the classical MPPT - P&O approach, based on the utilization of the power and voltage derivatives in PV panel terminals. The contribution of this study consists in the employment of the time derivative of voltage that is used to determine converter duty cycle step size instantly. The proposed MPPT approach when compared to the classical P&O, presents some advantages like as: better dynamic response, steady state error reduction and robustness (considering different irradiation and temperature profiles). In order to validate this study, a microinverter prototype based on flyback converter, using this new approach, was implemented aiming to connect PV panels to the mains. Microinverter control strategy was held on Matlab/Simulink? environment in association to a data processing board (DS1104 from dSPACE?).
Este trabalho apresenta o estudo e o desenvolvimento de uma proposta de modifica??o do m?todo de MPPT P&O cl?ssico com base na utiliza??o da derivada da pot?ncia e da derivada da tens?o nos terminais dos pain?is PV. A contribui??o deste trabalho consiste no emprego da derivada da tens?o dos pain?is, a qual ? utilizada para determinar a varia??o instant?nea do ciclo de trabalho do conversor. O m?todo de MPPT proposto em compara??o com o m?todo P&O convencional apresentou melhor desempenho considerando-se a resposta din?mica, o erro de estado estacion?rio e a robustez (contra diferentes perfis de irradi?ncia e de temperatura). A fim de validar este estudo, um prot?tipo de um microinversor com base no conversor flyback, usando a abordagem proposta, foi implementado com o objetivo de conectar pain?is fotovoltaicos ? rede el?trica. A estrat?gia de controle do microinversor foi realizada em ambiente Matlab/Simulink? em associa??o a uma placa de processamento de dados (DS1104 da dSPACE?).
TELES, Mailson Borges. "Avaliação operacional das diferentes arquiteturas de interligação de geradores fotovoltaicos à rede elétrica." Universidade Federal do Pará, 2017. http://repositorio.ufpa.br/jspui/handle/2011/9258.
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CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Este trabalho avalia experimentalmente as tecnologias string, microinversor e conversor c.c.-c.c., de modo a contribuir para a construção do conhecimento científico da aplicação das diferentes arquiteturas de interligação de geradores fotovoltaicos à rede elétrica convencional. Para isso são utilizados diferentes sistemas instalados no laboratório do GEDAE/UFPA, Região Norte do país. Comparou-se os desempenhos de acordo com as informações nos diferentes mecanismos de aquisição de dados disponíveis no laboratório. Tendo em vista que alguns desses mecanismos de aquisição de dados fornecem somente o valor da energia acumulada ao longo do dia, foi dado um enfoque na operação global dos diferentes sistemas analisados. Contudo, naqueles sistemas onde maiores detalhes da operação foram monitorados, seja por sistemas de aquisição do próprio equipamento ou por equipamentos existentes no laboratório (osciloscópio digital Fluke, wattímetro, etc), análises pontuais importantes, mais detalhadas da operação do sistema, foram desenvolvidas. Os resultados obtidos mostram que o conversor c.c.-c.c. apresentou desempenhos superiores aos demais sistemas monitorados. Contudo constatou-se a ocorrência de problemas devido ao processo de pareamento dos conversores c.c.-c.c. na operação do sistema que permanecem até os dias de hoje.
This work aims to experimentally evaluate the string, microinverter and d.c.-d.c. converter technologies, in order to contribute to scientific knowledge construction in applications of the different interconnection architectures of photovoltaic generators to the conventional electric grid. For this, were used different systems installed at GEDAE’s laboratory (UFPA), located in northern region of the country. It was compared the performances according to the information from different data acquisition mechanisms available in the laboratory. In face of some of these data acquisition mechanisms provide only the value of energy accumulated throughout the day, a focus was given on the overall operation of the different systems analyzed. However, in those systems which greater operational details were monitored, either by the equipment's own acquisition system or already existing equipment in the laboratory (Fluke Digital Storage Oscilloscope, Digital Power Meter, etc.), important point analyzes with more detailed operation of the system were performed. The obtained results show that the d.c.-d.c. converters system presented superior performance to the other monitored systems. However, it has been found the occurrence of problems due to the pairing process of the d.c.-d.c. power converters in the operation of such systems that remain until now.
"Solar Micro Inverter Modeling and Reliability." Master's thesis, 2015. http://hdl.handle.net/2286/R.I.35992.
Full textDissertation/Thesis
Masters Thesis Electrical Engineering 2015
CHEN, SONG-HONG, and 陳松鴻. "Development of Gallium-Nitride (GaN) Power Transistors Based Microinverter." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/59wrd9.
Full text明志科技大學
電機工程系碩士班
107
This thesis presents the design and implementation of the gallium-nitride (GaN) power transistor based microinverter. In this system, a high step-up gain active clamp flyback converter with dual-buck inverter is implemented to convert dc power generated by solar cells with varying-voltage to single-phase electrical power with constant-voltage and constant-frequency. The GaN power transistors are used in the inverter due to their breakthrough of material limits, and the characteristics such as high breakdown voltage, high electron velocity, and thus the GaN power transistors are discussed. The dual-buck inverter operated under grid-connected mode using phase-locked loop algorithm can provide a single-phase source with fast response, stable and low harmonic distortion power. Then, a high-performance and low-cost microcontroller (TMS320F28035) is used to control the system for reducing the circuit complexity. A prototype of 300 W microinverter is developed under grid-connected operations, while the rated output voltage is 110V and the frequency is 60 Hz. Besides, the experimental data show that the voltage and current harmonic distortions of single-phase electrical power is below 5%, which justify the performance of the proposed microinverter.
Wu, Cheng-Siou, and 吳承修. "Simulation of Microinverter with Coupled Inductors and Double-Boost Topology for Solar Power Conversion Systems." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/9yt59w.
Full text明志科技大學
電機工程系碩士班
103
This study is concerned with the simulstion of microinverter for solar power conversion systems. The DC voltage generated by solar cells with varying-voltage is converted to single-phase AC power with constant-voltage and constant-frequency. The coupled inductors and double-boost topology is proposed to maintain voltage stability at output side and decrease the size and cost of the system. The maximum power point tracking control and voltage zero-crossing detection method are implemented to operate in grid-connected fashions. In this thesis, the coupled inductors, double-boost microinverter and solar cells with maximum power point tracking control are built and simulated by Matlab/Simulink. The prototype of 230W power conversion system can feed proper power in stand-alone and in parallel with the utility power system, while the rated effective output voltage is 220V and the frequency is 60 Hz.
Vale, Sandro Filipe Martins do. "Microinversor para painel fotovoltaico." Dissertação, 2012. http://hdl.handle.net/10216/72554.
Full textTeixeira, Pedro Ricardo Peixoto. "Microinversor para painel fotovoltaico." Dissertação, 2014. https://repositorio-aberto.up.pt/handle/10216/76454.
Full textVale, Sandro Filipe Martins do. "Microinversor para painel fotovoltaico." Master's thesis, 2012. http://hdl.handle.net/10216/72554.
Full textTeixeira, Pedro Ricardo Peixoto. "Microinversor para painel fotovoltaico." Master's thesis, 2014. https://repositorio-aberto.up.pt/handle/10216/76454.
Full textSu, Cheng-Xiang, and 蘇承翔. "Solar-Powered Wireless Charging Integrated Circuit and System Design for Microinverters." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/873ws7.
Full text國立高雄第一科技大學
電子工程系碩士班
106
In this paper, a solar-powered wireless charging micro-inverter integrated circuit (IC) and system is proposed. This design will combine micro-inverter, energy harvesting and wireless charging technologies to operate the proposed IC and system at the high efficient condition. In this design, the solar-powered is input energy, the transmitter transfers the energy to the receiver with magnetic induction technology. And the microinverter output AC voltage to the load. Owing to the output power of solar panels and battery is affected by environmental factors, the diagnosis is very important for the proposed IC and system. The sensing conditions including voltage and current were used to build an analysis system in the proposed tool. Then, the proposed tool can be used to diagnose the operation conditions of the synthesized ICs for the monitor and maintenance processes. This IC had been taped out through the design flow of the National Chip Implementation Center (CIC). Then, the IC is fabricated with TSMC 0.35μm 2P4M 3.3V/5V mixed-signal process and the total area is 1.070*1.070 mm2.
Fernandes, Nelson. "Microinversor para Ligação à Rede Eléctrica de Painel Fotovoltaico." Dissertação, 2013. http://hdl.handle.net/10216/74297.
Full textFernandes, Nelson Filipe Mendes. "Microinversor para Ligação à Rede Eléctrica de Painel Fotovoltaico." Dissertação, 2013. https://repositorio-aberto.up.pt/handle/10216/69173.
Full textFernandes, Nelson Filipe Mendes. "Microinversor para Ligação à Rede Eléctrica de Painel Fotovoltaico." Master's thesis, 2013. https://repositorio-aberto.up.pt/handle/10216/69173.
Full textGUPTA, VIDISHA. "Digital Control of Phase Staggered Multiple ZVS Inverters for Grid-connected Photovoltaic Systems." Thesis, 2012. http://hdl.handle.net/1974/7167.
Full textThesis (Master, Electrical & Computer Engineering) -- Queen's University, 2012-04-30 15:06:26.071
Barros, Luís André Magalhães de. "Desenvolvimento de um microinversor com armazenamento local de energia para aplicações solares fotovoltaicas." Master's thesis, 2016. http://hdl.handle.net/1822/46592.
Full textNos últimos séculos, tem-se assistido a uma crescente procura e exploração de combustíveis fósseis com o intuito de saciar as necessidades energéticas da sociedade. O aumento populacional aliado à revolução industrial, iniciada no princípio do século XIX, levou a uma frenética exploração das fontes de energia causando danos ambientais irreparáveis. Esta tendência necessita de ser controlada de modo a permitir um desenvolvimento sustentável. Como tal, é urgente encontrar um modo de contornar as desvantagens inerentes ao uso dos combustíveis fósseis, surgindo assim as energias renováveis, como é o caso da energia solar fotovoltaica. Contudo, de forma a possibilitar a integração de fontes de energia renovável na rede elétrica, existe uma necessidade de mudar o paradigma energético, tornando-se evidente o papel crucial que as tecnologias de armazenamento de energia irão desempenhar. Desta forma, no presente documento de dissertação é descrito o Desenvolvimento de um Microinversor com Armazenamento Local de Energia para Aplicações Solares Fotovoltaicas, bem como todas as etapas inerentes à conceção deste projeto. Um microinversor é um dispositivo de eletrónica de potência que permite a interface de uma fonte de energia renovável, e.g., módulo solar fotovoltaico, com a rede elétrica, tendo como principal característica a possibilidade de extrair, de uma forma independente, a máxima potência disponível em cada módulo. Para a conceção do microinversor, é apresentada uma topologia inovadora para o conversor CC-CC que permite a interface de um módulo fotovoltaico com um banco de baterias e com o barramento CC, com apenas dois MOSFETs. No sistema de controlo do conversor CC-CC, encontra-se incluído um algoritmo de MPPT, que fará com que a sua operação se dê sempre no ponto de máxima potência do módulo, e um algoritmo responsável pelo carregamento adequado das baterias. Por sua vez, este é seguido de um conversor CC-CA, que tem como finalidade a sintetização de uma corrente sinusoidal para injetar a energia produzida na rede elétrica. Para a realização deste projeto de dissertação foi necessário o estudo, dimensionamento e implementação de todo o hardware que constitui o microinversor apresentado, desde os circuitos de condicionamento de sinal dos diversos sensores utilizados, passando pelos circuitos lógicos do sistema digital de controlo, até aos circuitos de potência, incluindo os elementos magnéticos alta-frequência. De igual modo, foi realizado um estudo e consequente desenvolvimento de todos os algoritmos de controlo necessários para a implementação deste projeto.
In the past few centuries, it has been seen a huge fossil fuels exploration aiming to satisfy society’s energetic needs. The population growth combined with industrial revolution, started in the beginning of the XIX century, led to a frenetic exploitation of energy sources causing irreparable environmental damage. This trend needs to be controlled in order to generate sustainable development. Therefore, it’s urgent to find a way to avoid the inherent disadvantages of fossil fuels. For that, renewable energy sources, like solar photovoltaic energy, appear as valid solution. However, in order to enable the integration of renewable energy sources into the grid, it is required to change the energy paradigm, which will evidence the crucial role that energy storage technologies will play. Thus, in the present master dissertation document is described the development of a micro-inverter with local energy storage for solar photovoltaic applications, as well as all the intrinsic stages to this project’s conception. A micro-inverter is a power electronics device which allows a renewable energy source interface, e.g., photovoltaic panel, with the power grid. The main feature of this device is the capability to extract, in an independent way, the maximum power available of each solar photovoltaic module. For the micro-inverter’s assembly, an innovative topology for the DC-DC converter is presented. This provides an interface of a photovoltaic module with a battery bank and the DC bus, with only two MOSFETs. A MPPT algorithm is included in the DC-DC converter, which will make it operate in the module’s maximum power point the entire time, and a battery charging algorithm. This converter is followed by a DC-AC converter, whose purpose is to synthesize a sinusoidal current and inject the produced energy in the power grid. In order to carry out this dissertation project, it was necessary to study, design and implement all the presented topology’s hardware, passing through the logic circuits of signal conditioning, to the power hardware, that include the magnetic circuits of high frequency. Likewise, a study of the control algorithms necessary for the integration of this project was carried out.
Gonçalves, Emanuel de Jesus dos Reis. "Inversor de baixa potência com seguidor do ponto de máxima potência integrado." Master's thesis, 2013. http://hdl.handle.net/1822/42035.
Full textNos últimos tempos têm aumentado os problemas do aquecimento global e da crise energética mundial, o que faz com que se dê uma maior importância ao desenvolvimento de novas técnicas de produção de energia elétrica através de fontes renováveis, uma vez que estas possibilitam uma redução do consumo de combustíveis fósseis, e da poluição. Uma das formas de produção de energia que tem revelado uma grande margem de crescimento é a geração através de painéis solares fotovoltaicos, o que é justificado por várias razões, nomeadamente por existir uma grande disponibilidade da fonte de energia, o Sol, por existir uma grande diversidade de painéis solares fotovoltaicos e pelo seu custo de operação reduzido. Os painéis solares geram uma tensão DC na saída, como a grande maioria das cargas são alimentados com tensão AC sinusoidal (230 V, 50 Hz) é imprescindível usar inversores para converter a tensão de DC para AC. Este trabalho de dissertação de mestrado tem como objetivo principal reduzir o efeito de sombra (de uma nuvem, ou objeto próximo) sobre um módulo fotovoltaico e, para tal, foi desenvolvido um microinversor para um módulo fotovoltaico de baixa potência, de modo a injetar energia na rede elétrica. O microinversor implementa uma metodologia de controlo que segue o ponto de máxima potência (MPPT), de modo a otimizar a extração de energia elétrica do painel a que este está ligado. Inicialmente foi feito um levantamento do estado da arte relativamente às tecnologias dos atuais microinversores de baixa/média potência, com intuito de selecionar a melhor relação de custo. Seguidamente foi escolhida a topologia do microinversor. Relativamente à topologia foi efetuado o seu dimensionamento, uma simulação computacional para validar o seu correto funcionamento, e por fim implementou-se um protótipo e são apresentados resultados experimentais.
In recent times has increased the problems of global warming and the global energy crisis, which gives greater importance to the development of novel techniques for electricity generation through renewable sources, since they enable a reduction in the consumption of fossil fuels, and pollution’ costs. One source of energy generation that have a large margin of growth is photovoltaic solar panels, because of several reasons, especially for having a great availability of the energy source, the Sun, its simplicity, and a great diversity of solar panels technologies, and also the reduced cost of operation. The solar panels generate a DC output voltage, since the great majority of loads are usually fed by sinusoidal AC voltage (230 V, 50 Hz) it is essential to use inverters to convert the DC voltage into AC voltage. This dissertation work has as its main objective to reduce the shadow effect on a photovoltaic module and for that, it was developed a micro-inverter for a PV module to inject energy into the power grid. The micro-inverter implements a control methodology that follows the maximum power point tracking (MPPT) to optimize the extraction of electrical power from the panel. Initially it was made a survey of the state of the art of the technologies related to the micro-inverter, in order to select the best cost relationship. Then it was selected a topology to implement the micro-inverter. Regarding the topology it was performed its sizing, some computer simulation to validate its operation, and finally it was implemented a prototype and presented some experimental results obtained with it.
Νανάκος, Αναστάσιος. "Βέλτιστος σχεδιασμός του αντιστροφέα ρεύματος Flyback για εφαρμογή του σε φωτοβολταϊκά πλαίσια εναλλασσόμενου ρεύματος." Thesis, 2012. http://hdl.handle.net/10889/6467.
Full textThis thesis pertains to domestic on-grid PV systems that utilize the AC-PV Modules technology. These low power PV topologies (up to 300W) are implemented by integrating one PV Module and a single phase inverter (one or multi stage), in one independent electronic apparatus. For this reason they are called Module Integrated Converters (MIC). The most important requirements for these systems are the higher possible efficiency - in order to take advantage of the supplied solar energy – and the pure sinusoidal output current. The main purpose of this thesis is to contribute to the field of the dispersed PV power generation. Thus, it focuses on the thorough analysis, the behaviour optimization, the components losses estimation, the parameterization and finally the optimal design of Flyback current source inverter (Flyback CSI). The main objectives fulfilled in this thesis are: • The detailed analysis of the inverter behaviour for two different semiconductor control strategies. • The precise losses calculation of all the components of the Flyback CSI. • The optimal design of the Flyback CSI, which is based on maximizing the weighted efficiency. • The implementation of the semiconductor control via a digital microcontroller, eliminating the existing analogue control. Initially, the study focuses on a first control technique that forces the inverter to function in Discontinuous Conduction Mode (DCM). On the other hand, a second control technique that forces the inverter to function on the Boundary between Continuous and Discontinuous Mode (BCM) is proposed. This new control technique is named i-BCM (improved BCM) and it is an improved version of the BCM control technique found in the literature. This new control scheme significantly improves the power factor of the inverter output. The inverter injects pure sinusoidal current to the grid. The two different control strategies form different circuit conditions. Analytical expressions for the average and the rms value of the current, flowing through the components (semiconductors, transformers e.t.c), for both cases are developed. In addition, new operating boundaries of the semiconductors for the safe operation of the inverter based on the analysis of the voltage and current that stresses the semiconductors, are proposed. Special attention is given on the calculation of the voltage deviation on the output filter capacitor. This voltage deviation is caused by the switching operation of the inverter and affects the selection of the semiconductors and the voltage level that can handle. Furthermore, the conduction losses and the switching losses of the semiconductors are determined through analytical, mathematical equations. Because of the inverter high switching frequency, the transformer losses (copper and core), are calculated with special attention to detail. For this reason, an in depth examination of the existing literature takes place that leads to the selection of the appropriate core and copper loss models. The models are adequately adjusted to the circuit conditions of the Flyback inverter topology. The system is parameterized along with the losses analysis. All the equations are manipulated in such a way that simplifies the determination of all the variables and all the constants of the inverter and the loss dependent parameters. Consequently, special emphasis is given to the manipulation of the analytical equations, without affecting the accuracy, in order to express the losses using the minimum number of independent variables. Therefore, the study is complete but the complexity is eliminated and the independent design variables are only four. The optimization problem is the maximization of the weighted efficiency. The optimal design of the Flyback CSI is implemented based on this formulation. As a next step, the objective (or cost) function, the design variables and constants, the constraints and their range need to be defined. The weighted efficiency is the objective function whereas the input and the output specifications of the inverter are the design constants. After an extensive literature research, a stochastic optimization method is chosen as the most appropriate to determine the values of the four design variables in order to achieve the highest weighted efficiency. A new iterative algorithm, which uses the losses equations, is developed to achieve the optimal design of the Flyback CSI for both control strategies. Moreover, the control of the inverter is implemented via a digital microcontroller, eliminating the existing analogue control. This changes the way of controlling the inverter and offers flexibility and limitless possibilities in implementing and adopting various control strategies. Specifically, under the i-BCM control scheme, the need for measuring the current of the transformer windings is eliminated by using an appropriate algorithm. The microcontroller used in this research is dspic30F4011 developed by Microchip. Its good computational capacity and the variety of peripherals enable the automation of some functions such as connection and disconnection from the grid and the integration of the maximum power point tracking (M.P.P.T.) on the same digital unit. Finally, laboratory prototypes are implemented, based on the optimal parameters calculated for every case, using the proposed optimization method. The experimental procedure confirmed the theoretical approximations. A high precision power analyser was used. Furthermore, the beneficial effect of the combined use of the two control power techniques on the power density is also studied.