Management of Energy Exchange Control Between Photovoltaic Systems and the Electric Network Using a Fuzzy-Based Approach
Abstract
The benefits of photovoltaic systems (PV) for the environment and the diversification of the energy matrix are notorious, but the harmful effects due to the intermittent nature of these systems (power profile with high variations) can compromise the energy quality of the distribution network. The work aims at a PV power controller system based in fuzzy logic that smoothing the power profile exchanged with the grid and maintains the use battery in levels safe. A comparative simulation with another simpler proposal is performed to attest the gains of the fuzzy proposal to the problem in focus.References
Avilés, D. A. et al. (2012) “Battery management fuzzy control for a grid tied microgrid with renewable generation”, Proc. IECON 38th Annu. Conf. IEEE Ind. Electron. Soc., Montreal, QC, Canada.
Arcos-Aviles, D.; Espinosa, N.; Guinjoan, F.; Marroyo, L. and Sanchis, P. (2014) “Improved fuzzy controller design for battery energy management in a grid connected microgrid”, Proc. IECON 40th IEEE Annu. Conf Ind. Electron. Soc., Dallas, TX, USA.
Avilés, D. A. et al. (2018) "Fuzzy Logic-Based Energy Management System Design for Residential Grid-Connected Microgrids", In: IEEE Transactions on Smart Grid, vol. 9, No. 2.
AnuphaPharadorn, S.; Sukchai, S.; Sirisamphanwong, C. and Ketjoy, N. (2013) “Comparison the economic analysis of the battery between lithium-ionand lead- acid in PV stand-alone aPlication”, In: Energy Procedia, vol. 56,P. 352–358.
IEEE-PES-ISS (2018) “Open Data Sets”, http://sites.ieee.org/pes-iss/data-sets/, Janeiro.
Boyle, B. (2012), Renewble Energy: Power For A Sustainable Future, Ed. 3. Oxford press, Oxford.
Bastos, R. F. (2013) "Sistema de Gerenciamento para Carga e Descarga de Baterias (Chumbo-Ácido) e para Busca do Ponto de Máxima Potência Gerada em Painéis Fotovoltaicos Empregados em Sistemas de Geração Distribuída", São Carlos,pág 115, Dissertação de Mestrado- Programa de Pós-Graduação de Engenharia Elétrica, Universidade de São Paulo, USP.
Barr, J. and Majumder, R. (2015) “Integration Of Distributed Generation In The Volt/Var Management System for Activedistribution Networks”, IEEE Transactions on Smart Grid, Vol. 6, No. 2.
Simões, M. G. and Shaw, I. S. (2007), Controle e Modelagem Fuzzy, Blucher, São Paulo, Brasil.
Liu, W. et al. (2018) “Reliability Assessment of Power Systems with Photovoltaic Power Stations Based on Intelligent State Space Reduction and Pseudo-Sequential Monte Carlo Simulation”, In: Energies, vol. 11, no. 6, p 1431, Basel, Switzerland.
Cavalcanti, J. H. F. et al. (2012), Lógica Fuzzy Aplicada às Engenharias, Câmara do Livro, João Pessoa, Brasil.
Barros, N. J. P. O. (2011) “Análise Do Impacto da Integração de Energias Renováveis em Redes Distribuição”, Porto,146p, Dissertação de Mestrado- Mestrado Integrado em Engenharia Electrotécnica e de Computadores Major Energia, Universidade do Porto.
Jenkins, N.; Ekanayake, J.B. and Strbac, G. (2010), Distributed Generation, The Institution of Engineering and Technology, London, United Kingdom.
Bollen, M. and Hassan, F. (2011), Integration of Distributed Generation in the Power System, IEEE press, John Wiley & Sons, Inc., Hoboken, New Jersey.
Neosolar (2019) “Sistemas de Energia Solar Fotovoltaica e seus Componentes”, https://www.neosolar.com.br/aprenda/saiba-mais/sistemas-de-energia-solar- fotovoltaica-e-seus-componentes, Fevereiro.
Arcos-Aviles, D.; Espinosa, N.; Guinjoan, F.; Marroyo, L. and Sanchis, P. (2014) “Improved fuzzy controller design for battery energy management in a grid connected microgrid”, Proc. IECON 40th IEEE Annu. Conf Ind. Electron. Soc., Dallas, TX, USA.
Avilés, D. A. et al. (2018) "Fuzzy Logic-Based Energy Management System Design for Residential Grid-Connected Microgrids", In: IEEE Transactions on Smart Grid, vol. 9, No. 2.
AnuphaPharadorn, S.; Sukchai, S.; Sirisamphanwong, C. and Ketjoy, N. (2013) “Comparison the economic analysis of the battery between lithium-ionand lead- acid in PV stand-alone aPlication”, In: Energy Procedia, vol. 56,P. 352–358.
IEEE-PES-ISS (2018) “Open Data Sets”, http://sites.ieee.org/pes-iss/data-sets/, Janeiro.
Boyle, B. (2012), Renewble Energy: Power For A Sustainable Future, Ed. 3. Oxford press, Oxford.
Bastos, R. F. (2013) "Sistema de Gerenciamento para Carga e Descarga de Baterias (Chumbo-Ácido) e para Busca do Ponto de Máxima Potência Gerada em Painéis Fotovoltaicos Empregados em Sistemas de Geração Distribuída", São Carlos,pág 115, Dissertação de Mestrado- Programa de Pós-Graduação de Engenharia Elétrica, Universidade de São Paulo, USP.
Barr, J. and Majumder, R. (2015) “Integration Of Distributed Generation In The Volt/Var Management System for Activedistribution Networks”, IEEE Transactions on Smart Grid, Vol. 6, No. 2.
Simões, M. G. and Shaw, I. S. (2007), Controle e Modelagem Fuzzy, Blucher, São Paulo, Brasil.
Liu, W. et al. (2018) “Reliability Assessment of Power Systems with Photovoltaic Power Stations Based on Intelligent State Space Reduction and Pseudo-Sequential Monte Carlo Simulation”, In: Energies, vol. 11, no. 6, p 1431, Basel, Switzerland.
Cavalcanti, J. H. F. et al. (2012), Lógica Fuzzy Aplicada às Engenharias, Câmara do Livro, João Pessoa, Brasil.
Barros, N. J. P. O. (2011) “Análise Do Impacto da Integração de Energias Renováveis em Redes Distribuição”, Porto,146p, Dissertação de Mestrado- Mestrado Integrado em Engenharia Electrotécnica e de Computadores Major Energia, Universidade do Porto.
Jenkins, N.; Ekanayake, J.B. and Strbac, G. (2010), Distributed Generation, The Institution of Engineering and Technology, London, United Kingdom.
Bollen, M. and Hassan, F. (2011), Integration of Distributed Generation in the Power System, IEEE press, John Wiley & Sons, Inc., Hoboken, New Jersey.
Neosolar (2019) “Sistemas de Energia Solar Fotovoltaica e seus Componentes”, https://www.neosolar.com.br/aprenda/saiba-mais/sistemas-de-energia-solar- fotovoltaica-e-seus-componentes, Fevereiro.
Published
2019-07-04
How to Cite
SOUSA, Marcos ; SARAIVA, Filipe .
Management of Energy Exchange Control Between Photovoltaic Systems and the Electric Network Using a Fuzzy-Based Approach. In: WORKSHOP ON COMPUTING APPLIED TO THE MANAGEMENT OF THE ENVIRONMENT AND NATURAL RESOURCES (WCAMA), 10. , 2019, Belém.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2019
.
p. 27-36.
ISSN 2595-6124.
DOI: https://doi.org/10.5753/wcama.2019.6417.
