Energy consumption prediction and simulator

Energy audit is a method to analyse energy usage in a building, or area. This method is very effective but also very time and cost consuming. To help this issue, energy simulator is used to simulate the electrical energy consumption. Somehow, these simulators cannot correlate energy driving factor w...

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Main Author: Mohamed Yusoof, Ubaidullah
Format: Thesis
Language:English
Published: 2020
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Online Access:http://eprints.utm.my/id/eprint/92090/1/UbaidullahMohamedMSChE2020.pdf.pdf
http://eprints.utm.my/id/eprint/92090/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:139054
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spelling my.utm.920902021-08-30T04:17:40Z http://eprints.utm.my/id/eprint/92090/ Energy consumption prediction and simulator Mohamed Yusoof, Ubaidullah TP Chemical technology Energy audit is a method to analyse energy usage in a building, or area. This method is very effective but also very time and cost consuming. To help this issue, energy simulator is used to simulate the electrical energy consumption. Somehow, these simulators cannot correlate energy driving factor with energy consumption for commercial or industrial sites. It cannot predict electrical energy consumption based on occupant behaviour or various driving factors. For an institutional site that have many driving factors, such as students’ activities, lecturers’ activities, and others, it is hard to perform detail energy audit due to time and cost consuming. To help energy manager, new simulator that can predict electrical energy based on behaviours and driving factors is needed. Hence, this study is carried out to develop an excel template to predict electrical energy consumption for institutional site. Walkthrough energy audit is performed as an input data for the template. Data such as power rating, usage time and others is collected. Estimated electrical energy consumption obtained from simulator is compared with data from electric meter. Correction made to correlate predicted electrical energy consumption with real time electrical energy consumption. Result obtained will be one-year prediction of electrical energy consumption. Based on result, some energy saving measure will be proposed and its corresponding reduction in energy consumption and utility bill will be calculated. 2020 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/92090/1/UbaidullahMohamedMSChE2020.pdf.pdf Mohamed Yusoof, Ubaidullah (2020) Energy consumption prediction and simulator. Masters thesis, Universiti Teknologi Malaysia. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:139054
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 TP Chemical technology
spellingShingle TP Chemical technology
Mohamed Yusoof, Ubaidullah
Energy consumption prediction and simulator
description Energy audit is a method to analyse energy usage in a building, or area. This method is very effective but also very time and cost consuming. To help this issue, energy simulator is used to simulate the electrical energy consumption. Somehow, these simulators cannot correlate energy driving factor with energy consumption for commercial or industrial sites. It cannot predict electrical energy consumption based on occupant behaviour or various driving factors. For an institutional site that have many driving factors, such as students’ activities, lecturers’ activities, and others, it is hard to perform detail energy audit due to time and cost consuming. To help energy manager, new simulator that can predict electrical energy based on behaviours and driving factors is needed. Hence, this study is carried out to develop an excel template to predict electrical energy consumption for institutional site. Walkthrough energy audit is performed as an input data for the template. Data such as power rating, usage time and others is collected. Estimated electrical energy consumption obtained from simulator is compared with data from electric meter. Correction made to correlate predicted electrical energy consumption with real time electrical energy consumption. Result obtained will be one-year prediction of electrical energy consumption. Based on result, some energy saving measure will be proposed and its corresponding reduction in energy consumption and utility bill will be calculated.
format Thesis
author Mohamed Yusoof, Ubaidullah
author_facet Mohamed Yusoof, Ubaidullah
author_sort Mohamed Yusoof, Ubaidullah
title Energy consumption prediction and simulator
title_short Energy consumption prediction and simulator
title_full Energy consumption prediction and simulator
title_fullStr Energy consumption prediction and simulator
title_full_unstemmed Energy consumption prediction and simulator
title_sort energy consumption prediction and simulator
publishDate 2020
url http://eprints.utm.my/id/eprint/92090/1/UbaidullahMohamedMSChE2020.pdf.pdf
http://eprints.utm.my/id/eprint/92090/
http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:139054
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score 13.214268