Energy management system using double layer approach for residential micro-grid system

This project proposes a double-layer coordination of energy management system (EMS) in stand-alone mode micro-grid (MG) system that considering demand response (DR) scheme in order to reduce electricity cost at power and demand side. The main advantage of this method is that the coordination between...

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Main Author:	Abu Azam, Syahirah Aqilah
Format:	Thesis
Language:	English
Published:	2020
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf
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id	my-utm-ep.93008
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spelling	my-utm-ep.930082021-11-07T06:00:23Z Energy management system using double layer approach for residential micro-grid system 2020 Abu Azam, Syahirah Aqilah TK Electrical engineering. Electronics Nuclear engineering This project proposes a double-layer coordination of energy management system (EMS) in stand-alone mode micro-grid (MG) system that considering demand response (DR) scheme in order to reduce electricity cost at power and demand side. The main advantage of this method is that the coordination between power side and demand side can be ensured. While ensuring that operations at power side is economically controlled, the satisfaction of load demands can also be achieved. In this work, two strategies has been implemented, load shifting process based on pricing strategy as well as micro sources scheduling strategy. The performance of proposed approach will be tested based on two different load conditions; fixed and varies load conditions. For first layer EMS, the goal is to reduce the electricity bill through load shifting process. Therefore, each house will experience 5 different selective modes of operation during the load shifting process and then the electricity bill can be determined. Then, the load profile from all 20 houses is used as input to the second layer EMS. In this layer, the aim is to ensure that the MG operates economically while ensuring a continuous electricity supply to demand. Later, the operation and maintenance (O&M) cost of MG will be determined. From first layer strategy, the maximum cost saving of electricity bill is 4.96%. In the second layer EMS, the cost of O&M saving for fixed load condition is 1.92% and for varies load condition is 4.58%. Therefore, the proposed approach has achieved the objective of this research which is reducing the cost of electricity at demand and power side. 2020 Thesis http://eprints.utm.my/id/eprint/93008/ http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf application/pdf en public http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:135900 masters Universiti Teknologi Malaysia, Faculty of Engineering - School of Electrical Engineering Faculty of Engineering - School of Electrical Engineering
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Abu Azam, Syahirah Aqilah Energy management system using double layer approach for residential micro-grid system
description	This project proposes a double-layer coordination of energy management system (EMS) in stand-alone mode micro-grid (MG) system that considering demand response (DR) scheme in order to reduce electricity cost at power and demand side. The main advantage of this method is that the coordination between power side and demand side can be ensured. While ensuring that operations at power side is economically controlled, the satisfaction of load demands can also be achieved. In this work, two strategies has been implemented, load shifting process based on pricing strategy as well as micro sources scheduling strategy. The performance of proposed approach will be tested based on two different load conditions; fixed and varies load conditions. For first layer EMS, the goal is to reduce the electricity bill through load shifting process. Therefore, each house will experience 5 different selective modes of operation during the load shifting process and then the electricity bill can be determined. Then, the load profile from all 20 houses is used as input to the second layer EMS. In this layer, the aim is to ensure that the MG operates economically while ensuring a continuous electricity supply to demand. Later, the operation and maintenance (O&M) cost of MG will be determined. From first layer strategy, the maximum cost saving of electricity bill is 4.96%. In the second layer EMS, the cost of O&M saving for fixed load condition is 1.92% and for varies load condition is 4.58%. Therefore, the proposed approach has achieved the objective of this research which is reducing the cost of electricity at demand and power side.
format	Thesis
qualification_level	Master's degree
author	Abu Azam, Syahirah Aqilah
author_facet	Abu Azam, Syahirah Aqilah
author_sort	Abu Azam, Syahirah Aqilah
title	Energy management system using double layer approach for residential micro-grid system
title_short	Energy management system using double layer approach for residential micro-grid system
title_full	Energy management system using double layer approach for residential micro-grid system
title_fullStr	Energy management system using double layer approach for residential micro-grid system
title_full_unstemmed	Energy management system using double layer approach for residential micro-grid system
title_sort	energy management system using double layer approach for residential micro-grid system
granting_institution	Universiti Teknologi Malaysia, Faculty of Engineering - School of Electrical Engineering
granting_department	Faculty of Engineering - School of Electrical Engineering
publishDate	2020
url	http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf
_version_	1747818625523253248

Energy management system using double layer approach for residential micro-grid system

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