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:
Online Access:http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf
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spelling my.utm.930082021-11-07T06:00:23Z http://eprints.utm.my/id/eprint/93008/ Energy management system using double layer approach for residential micro-grid system 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 NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf Abu Azam, Syahirah Aqilah (2020) Energy management system using double layer approach for residential micro-grid system. Masters thesis, Universiti Teknologi Malaysia, Faculty of Engineering - School of Electrical Engineering. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:135900
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/
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
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
publishDate 2020
url http://eprints.utm.my/id/eprint/93008/1/SyahirahAqilahAbuMSKE2020.pdf
http://eprints.utm.my/id/eprint/93008/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:135900
_version_ 1717093406449074176
score 13.188404