Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System

The microgrid is seen as an alternative that will replace the conventional generator in the future. However, Energy Management System (EMS) is required to enable efficient energy sources within a Microgrid. While operating cost is essential in managing energies, another two important aspects that sh...

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Main Authors: Ng, Rong Wee, Jamian, Jasrul Jamani
Format: Conference or Workshop Item
Published: 2022
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Online Access:http://eprints.utm.my/id/eprint/100635/
http://dx.doi.org/10.1007/978-981-16-8690-0_27
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.1006352023-04-30T08:18:57Z http://eprints.utm.my/id/eprint/100635/ Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System Ng, Rong Wee Jamian, Jasrul Jamani TK Electrical engineering. Electronics Nuclear engineering The microgrid is seen as an alternative that will replace the conventional generator in the future. However, Energy Management System (EMS) is required to enable efficient energy sources within a Microgrid. While operating cost is essential in managing energies, another two important aspects that should be considered are the environmental aspect, specifically GHG emissions and technical aspects. However, the three aspects are always conflicting with one another, hence adding complexity to the EMS. In this paper, a Rule-based-Iterative EMS is proposed for an Islanded Microgrid which consists of photovoltaic (PV) array, tidal turbine (TT), diesel generator, and Li-ion battery storage. This study aims to obtain the optimal PV-TT-Battery size for minimum cost of energy, cost of GHG emission, and cost of power losses due to power electronic converters. The EMS model is verified through simulation. Results show that the optimal size for minimizing the cost of energy is two units of PV array, one unit of TT, and six battery units. As for minimizing the cost of GHG emission and cost of power loss, the optimal sizes are 2-2-5 and 1-1-1 for PV-TT-Battery combination. Thus, depending on the objective function, the power system planner can use this approach to find the best combination in the microgrid system. 2022 Conference or Workshop Item PeerReviewed Ng, Rong Wee and Jamian, Jasrul Jamani (2022) Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System. In: 6th International Conference on Electrical, Control and Computer Engineering, InECCE 2021, 23 August 2021, Kuantan, Pahang, Malaysia. http://dx.doi.org/10.1007/978-981-16-8690-0_27
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Ng, Rong Wee
Jamian, Jasrul Jamani
Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
description The microgrid is seen as an alternative that will replace the conventional generator in the future. However, Energy Management System (EMS) is required to enable efficient energy sources within a Microgrid. While operating cost is essential in managing energies, another two important aspects that should be considered are the environmental aspect, specifically GHG emissions and technical aspects. However, the three aspects are always conflicting with one another, hence adding complexity to the EMS. In this paper, a Rule-based-Iterative EMS is proposed for an Islanded Microgrid which consists of photovoltaic (PV) array, tidal turbine (TT), diesel generator, and Li-ion battery storage. This study aims to obtain the optimal PV-TT-Battery size for minimum cost of energy, cost of GHG emission, and cost of power losses due to power electronic converters. The EMS model is verified through simulation. Results show that the optimal size for minimizing the cost of energy is two units of PV array, one unit of TT, and six battery units. As for minimizing the cost of GHG emission and cost of power loss, the optimal sizes are 2-2-5 and 1-1-1 for PV-TT-Battery combination. Thus, depending on the objective function, the power system planner can use this approach to find the best combination in the microgrid system.
format Conference or Workshop Item
author Ng, Rong Wee
Jamian, Jasrul Jamani
author_facet Ng, Rong Wee
Jamian, Jasrul Jamani
author_sort Ng, Rong Wee
title Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
title_short Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
title_full Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
title_fullStr Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
title_full_unstemmed Rule-based-iterative Energy Management System for Islanded Hybrid Microgrid System
title_sort rule-based-iterative energy management system for islanded hybrid microgrid system
publishDate 2022
url http://eprints.utm.my/id/eprint/100635/
http://dx.doi.org/10.1007/978-981-16-8690-0_27
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