Application of load monitoring in appliances' energy management - a review

Energy monitoring is one of the important aspects of the energy management, as such there is a need to monitor the power consumption of a premises before planning some of the technical measures to minimize the energy consumption. This paper presents the current state of art of appliances’ energy man...

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Main Authors: Abubakar, Isiyaku, Abd. Khalid, Saifulnizam, Mustafa, Mohd. Wazir, Shareef, Hussain, Mustapha, Mamunu
Format: Article
Published: Elsevier 2017
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Online Access:http://eprints.utm.my/id/eprint/66520/
https://doi.org/10.1016/j.rser.2016.09.064
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spelling my.utm.665202017-10-03T13:49:11Z http://eprints.utm.my/id/eprint/66520/ Application of load monitoring in appliances' energy management - a review Abubakar, Isiyaku Abd. Khalid, Saifulnizam Mustafa, Mohd. Wazir Shareef, Hussain Mustapha, Mamunu TK Electrical engineering. Electronics Nuclear engineering Energy monitoring is one of the important aspects of the energy management, as such there is a need to monitor the power consumption of a premises before planning some of the technical measures to minimize the energy consumption. This paper presents the current state of art of appliances’ energy management through Intrusive Load Monitoring (ILM) and Non-intrusive Load Monitoring (NILM), ILM is referred to as distributive sensing and NILM is based on single point sensing. In an effort to explore the recent trend in Energy Management for researchers in the area, various techniques of Home Energy Management (HEM) using ILM and NILM have been analyzed and categorized. Different contributions made by the researchers have been highlighted together with some techniques of reducing power consumption of a building for cost saving and greener environment. This study reveal that there are issues concerning load monitoring and load management that need the attention; issues such as more accurate recognition and the need for monitoring system that can recognize as many kind of loads as possible. More efforts to apply NILM in appliances’ energy management is also required. Finally there is need for promoting the energy management culture among the electricity consumers whether in homes, offices or industries. The study will help the researchers in the area to have a clear vision of the recent trends in the area. Elsevier 2017-01-01 Article PeerReviewed Abubakar, Isiyaku and Abd. Khalid, Saifulnizam and Mustafa, Mohd. Wazir and Shareef, Hussain and Mustapha, Mamunu (2017) Application of load monitoring in appliances' energy management - a review. Renewable and Sustainable Energy Reviews, 67 . pp. 235-245. ISSN 1364-0321 https://doi.org/10.1016/j.rser.2016.09.064 DOI:10.1016/j.rser.2016.09.064
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
Abubakar, Isiyaku
Abd. Khalid, Saifulnizam
Mustafa, Mohd. Wazir
Shareef, Hussain
Mustapha, Mamunu
Application of load monitoring in appliances' energy management - a review
description Energy monitoring is one of the important aspects of the energy management, as such there is a need to monitor the power consumption of a premises before planning some of the technical measures to minimize the energy consumption. This paper presents the current state of art of appliances’ energy management through Intrusive Load Monitoring (ILM) and Non-intrusive Load Monitoring (NILM), ILM is referred to as distributive sensing and NILM is based on single point sensing. In an effort to explore the recent trend in Energy Management for researchers in the area, various techniques of Home Energy Management (HEM) using ILM and NILM have been analyzed and categorized. Different contributions made by the researchers have been highlighted together with some techniques of reducing power consumption of a building for cost saving and greener environment. This study reveal that there are issues concerning load monitoring and load management that need the attention; issues such as more accurate recognition and the need for monitoring system that can recognize as many kind of loads as possible. More efforts to apply NILM in appliances’ energy management is also required. Finally there is need for promoting the energy management culture among the electricity consumers whether in homes, offices or industries. The study will help the researchers in the area to have a clear vision of the recent trends in the area.
format Article
author Abubakar, Isiyaku
Abd. Khalid, Saifulnizam
Mustafa, Mohd. Wazir
Shareef, Hussain
Mustapha, Mamunu
author_facet Abubakar, Isiyaku
Abd. Khalid, Saifulnizam
Mustafa, Mohd. Wazir
Shareef, Hussain
Mustapha, Mamunu
author_sort Abubakar, Isiyaku
title Application of load monitoring in appliances' energy management - a review
title_short Application of load monitoring in appliances' energy management - a review
title_full Application of load monitoring in appliances' energy management - a review
title_fullStr Application of load monitoring in appliances' energy management - a review
title_full_unstemmed Application of load monitoring in appliances' energy management - a review
title_sort application of load monitoring in appliances' energy management - a review
publisher Elsevier
publishDate 2017
url http://eprints.utm.my/id/eprint/66520/
https://doi.org/10.1016/j.rser.2016.09.064
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score 13.160551