Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization

© 2019 The variability and intermittency of light intensity, caused by cloud movement and weather conditions, can create fluctuation in the photovoltaic (PV) power generation. In a microgrid with a high PV penetration, these can affect severe microgrid voltage fluctuation problem. However, the batte...

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Main Authors: Keerachat Tantrapon, Peerapol Jirapong, Panida Thararak
Format: Journal
Published: 2020
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/68381
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-683812020-04-02T15:25:44Z Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization Keerachat Tantrapon Peerapol Jirapong Panida Thararak Energy © 2019 The variability and intermittency of light intensity, caused by cloud movement and weather conditions, can create fluctuation in the photovoltaic (PV) power generation. In a microgrid with a high PV penetration, these can affect severe microgrid voltage fluctuation problem. However, the battery energy storage system (BESS) is an equipment that can be used to smooth PV fluctuation and enhance the flexibility of the microgrid. In this paper, an improved particle swarm optimization (I-PSO) is developed to mitigate the voltage fluctuation by optimizing both BESS active and reactive power. The I-PSO is developed and implemented in MATLAB, while the time sweep load flow is calculated by using DIgSILENT PowerFactory. The proposed method is tested on the practical 22 kV Mae Sa Riang microgrid in Thailand which has encountered from voltage fluctuation problem. The simulation results show that the I-PSO is more effective in determining the optimal BESS operation and mitigating the PV voltage fluctuation than the PV smoothing mode in the microgrid. 2020-04-02T15:25:44Z 2020-04-02T15:25:44Z 2020-02-01 Journal 23524847 2-s2.0-85081160117 10.1016/j.egyr.2019.11.145 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85081160117&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/68381
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Energy
spellingShingle Energy
Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
description © 2019 The variability and intermittency of light intensity, caused by cloud movement and weather conditions, can create fluctuation in the photovoltaic (PV) power generation. In a microgrid with a high PV penetration, these can affect severe microgrid voltage fluctuation problem. However, the battery energy storage system (BESS) is an equipment that can be used to smooth PV fluctuation and enhance the flexibility of the microgrid. In this paper, an improved particle swarm optimization (I-PSO) is developed to mitigate the voltage fluctuation by optimizing both BESS active and reactive power. The I-PSO is developed and implemented in MATLAB, while the time sweep load flow is calculated by using DIgSILENT PowerFactory. The proposed method is tested on the practical 22 kV Mae Sa Riang microgrid in Thailand which has encountered from voltage fluctuation problem. The simulation results show that the I-PSO is more effective in determining the optimal BESS operation and mitigating the PV voltage fluctuation than the PV smoothing mode in the microgrid.
format Journal
author Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
author_facet Keerachat Tantrapon
Peerapol Jirapong
Panida Thararak
author_sort Keerachat Tantrapon
title Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
title_short Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
title_full Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
title_fullStr Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
title_full_unstemmed Mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
title_sort mitigating microgrid voltage fluctuation using battery energy storage system with improved particle swarm optimization
publishDate 2020
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85081160117&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/68381
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