Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm

Microgrids are a part of the power system that consists of one or more units of distributed generation and are expected to remain in operation after being disconnected from the system. Since they rely on overlying networks, frequency control is very important for network-independent operation. Some...

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Autores:
Zishan, Farhad
Akbari, Ehsan
Montoya, Oscar Danilo
Giral-Ramírez, Diego Armando
Molina-Cabrera, Alexander
Tipo de recurso:
Fecha de publicación:
2022
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/12253
Acceso en línea:
https://hdl.handle.net/20.500.12585/12253
Palabra clave:
Grid;
Power Sharing;
Inverters
LEMB
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.spa.fl_str_mv Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
title Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
spellingShingle Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
Grid;
Power Sharing;
Inverters
LEMB
title_short Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
title_full Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
title_fullStr Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
title_full_unstemmed Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
title_sort Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm
dc.creator.fl_str_mv Zishan, Farhad
Akbari, Ehsan
Montoya, Oscar Danilo
Giral-Ramírez, Diego Armando
Molina-Cabrera, Alexander
dc.contributor.author.none.fl_str_mv Zishan, Farhad
Akbari, Ehsan
Montoya, Oscar Danilo
Giral-Ramírez, Diego Armando
Molina-Cabrera, Alexander
dc.subject.keywords.spa.fl_str_mv Grid;
Power Sharing;
Inverters
topic Grid;
Power Sharing;
Inverters
LEMB
dc.subject.armarc.none.fl_str_mv LEMB
description Microgrids are a part of the power system that consists of one or more units of distributed generation and are expected to remain in operation after being disconnected from the system. Since they rely on overlying networks, frequency control is very important for network-independent operation. Some of the most common problems in independently operating microgrids are frequency sustainability and its fluctuations. The main purpose of this study is to control the frequency of a microgrid in island mode in different scenarios. The objective function is defined based on time and changes in the system frequency. Thus, the variable parameters of the PID controller are transformed into an optimization problem and are solved through the hybrid PSO-GSA algorithm. The study considers four scenarios: (a) a microgrid dynamic model and optimal PID controller coefficients; (b) variable velocity disturbance applied to the studied system in order to observe power changes and the microgrid frequency; (c) stepped load changes applied to the studied system; and (d) the proposed methods on the standard test function. Simulations under different operating conditions are performed, indicating improvements in the stability of microgrid frequency fluctuations by means of the proposed control method. © 2022 by the authors.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022
dc.date.accessioned.none.fl_str_mv 2023-07-19T21:30:14Z
dc.date.available.none.fl_str_mv 2023-07-19T21:30:14Z
dc.date.submitted.none.fl_str_mv 2023
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dc.identifier.citation.spa.fl_str_mv Zishan, F., Akbari, E., Montoya, O. D., Giral-Ramírez, D. A., & Molina-Cabrera, A. (2022). Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm. Electronics, 11(23), 3886.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12585/12253
dc.identifier.doi.none.fl_str_mv 10.3390/electronics11233886
dc.identifier.instname.spa.fl_str_mv Universidad Tecnológica de Bolívar
dc.identifier.reponame.spa.fl_str_mv Repositorio Universidad Tecnológica de Bolívar
identifier_str_mv Zishan, F., Akbari, E., Montoya, O. D., Giral-Ramírez, D. A., & Molina-Cabrera, A. (2022). Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm. Electronics, 11(23), 3886.
10.3390/electronics11233886
Universidad Tecnológica de Bolívar
Repositorio Universidad Tecnológica de Bolívar
url https://hdl.handle.net/20.500.12585/12253
dc.language.iso.spa.fl_str_mv eng
language eng
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dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.rights.cc.*.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 Internacional
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Attribution-NonCommercial-NoDerivatives 4.0 Internacional
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eu_rights_str_mv openAccess
dc.format.extent.none.fl_str_mv 21 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.place.spa.fl_str_mv Cartagena de Indias
dc.source.spa.fl_str_mv Electronics (Switzerland)
institution Universidad Tecnológica de Bolívar
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spelling Zishan, Farhad041e882b-354f-48b5-87bc-d4748b261f08Akbari, Ehsan273dc699-e32a-43d4-ae2f-e6bced4eeaffMontoya, Oscar Danilo8a59ede1-6a4a-4d2e-abdc-d0afb14d4480Giral-Ramírez, Diego Armandoa9612d05-bc90-49f9-94c7-20a0766e00f5Molina-Cabrera, Alexander01b29f76-a1f3-4151-a070-ce883ba398492023-07-19T21:30:14Z2023-07-19T21:30:14Z20222023Zishan, F., Akbari, E., Montoya, O. D., Giral-Ramírez, D. A., & Molina-Cabrera, A. (2022). Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithm. Electronics, 11(23), 3886.https://hdl.handle.net/20.500.12585/1225310.3390/electronics11233886Universidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarMicrogrids are a part of the power system that consists of one or more units of distributed generation and are expected to remain in operation after being disconnected from the system. Since they rely on overlying networks, frequency control is very important for network-independent operation. Some of the most common problems in independently operating microgrids are frequency sustainability and its fluctuations. The main purpose of this study is to control the frequency of a microgrid in island mode in different scenarios. The objective function is defined based on time and changes in the system frequency. Thus, the variable parameters of the PID controller are transformed into an optimization problem and are solved through the hybrid PSO-GSA algorithm. The study considers four scenarios: (a) a microgrid dynamic model and optimal PID controller coefficients; (b) variable velocity disturbance applied to the studied system in order to observe power changes and the microgrid frequency; (c) stepped load changes applied to the studied system; and (d) the proposed methods on the standard test function. Simulations under different operating conditions are performed, indicating improvements in the stability of microgrid frequency fluctuations by means of the proposed control method. © 2022 by the authors.21 páginasapplication/pdfenghttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2Electronics (Switzerland)Efficient PID Control Design for Frequency Regulation in an Independent Microgrid Based on the Hybrid PSO-GSA Algorithminfo:eu-repo/semantics/articleinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_2df8fbb1Grid;Power Sharing;InvertersLEMBCartagena de IndiasShin, D.-U., Jeong, C.-H. Energy savings of simultaneous heating and cooling system according to indoor set temperature changes in the comfort range (2021) Energies, 14 (22), art. no. 7691. 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A novel PWM scheme for grid-tied inverter in micro-grid with enhanced power quality using silicon cells (Open Access) (2020) Materials Today: Proceedings, Part 9 46, pp. 4298-4304. Cited 2 times. https://www.sciencedirect.com/journal/materials-today-proceedings doi: 10.1016/j.matpr.2021.03.129Wu, M., Niu, X., Gao, S., Wu, J. Power quality assessment for AC/DC hybrid micro grid based on on-site measurements (2019) Energy Procedia, 156, pp. 396-400. Cited 6 times. http://www.sciencedirect.com/science/journal/18766102 doi: 10.1016/j.egypro.2018.11.105Kiran, P., Vijaya Chandrakala, K.R.M. New interactive agent based reinforcement learning approach towards smart generator bidding in electricity market with micro grid integration (2020) Applied Soft Computing Journal, Part A 97, art. no. 106762. 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