Energy efficiency measures on two different commercial buildings in Malaysia
Buildings consume almost the highest energy in Malaysia, and the highest energy consumption comes from electricity. In order to reduce energy consumption in the commercial buildings, energy efficiency measures need to be done based on factors that affect energy consumption in the building. In thi...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Penerbit Universiti Kebangsaan Malaysia
2019
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| Online Access: | http://journalarticle.ukm.my/13663/ http://journalarticle.ukm.my/13663/1/290-1114-1-PB.pdf |
| _version_ | 1848813340392947712 |
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| author | Nor Azuana Ramli, Mohd Fairuz Abd Hamid, Harison Gimang Richard, |
| author_facet | Nor Azuana Ramli, Mohd Fairuz Abd Hamid, Harison Gimang Richard, |
| author_sort | Nor Azuana Ramli, |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | Buildings consume almost the highest energy in Malaysia, and the highest energy consumption
comes from electricity. In order to reduce energy consumption in the commercial buildings, energy
efficiency measures need to be done based on factors that affect energy consumption in the building.
In this paper, the energy consumption of two commercial buildings are taken as a case study, and a
number of energy cost saving measures were proposed based on the energy audit. The primary
objective of this study is to obtain the minimum years of return of investment for two different
commercial buildings through energy efficiency measures. In this case study, energy prediction is
added and its results are used to determine how much saving could be obtained. The methodology
used for prediction of energy consumption is autoregressive integrated moving average, and its
performance was compared with linear regression and artificial neural network. The results showed
that the most accurate method with the highest cost saving is autoregressive integrated moving
average. Finally, building energy index was calculated, and the results showed that the minimum
years of return on investment is two years if the investment is RM 499,539. For future work, other
factors such as the number of equipment should be included in the prediction analysis to obtain more
accurate results. |
| first_indexed | 2025-11-15T00:16:38Z |
| format | Article |
| id | oai:generic.eprints.org:13663 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T00:16:38Z |
| publishDate | 2019 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:136632019-11-22T21:09:03Z http://journalarticle.ukm.my/13663/ Energy efficiency measures on two different commercial buildings in Malaysia Nor Azuana Ramli, Mohd Fairuz Abd Hamid, Harison Gimang Richard, Buildings consume almost the highest energy in Malaysia, and the highest energy consumption comes from electricity. In order to reduce energy consumption in the commercial buildings, energy efficiency measures need to be done based on factors that affect energy consumption in the building. In this paper, the energy consumption of two commercial buildings are taken as a case study, and a number of energy cost saving measures were proposed based on the energy audit. The primary objective of this study is to obtain the minimum years of return of investment for two different commercial buildings through energy efficiency measures. In this case study, energy prediction is added and its results are used to determine how much saving could be obtained. The methodology used for prediction of energy consumption is autoregressive integrated moving average, and its performance was compared with linear regression and artificial neural network. The results showed that the most accurate method with the highest cost saving is autoregressive integrated moving average. Finally, building energy index was calculated, and the results showed that the minimum years of return on investment is two years if the investment is RM 499,539. For future work, other factors such as the number of equipment should be included in the prediction analysis to obtain more accurate results. Penerbit Universiti Kebangsaan Malaysia 2019 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/13663/1/290-1114-1-PB.pdf Nor Azuana Ramli, and Mohd Fairuz Abd Hamid, and Harison Gimang Richard, (2019) Energy efficiency measures on two different commercial buildings in Malaysia. Journal of Building Performance, 10 (1). pp. 17-29. ISSN 2180-2106 http://spaj.ukm.my/jsb/index.php/jbp/issue/view/46 |
| spellingShingle | Nor Azuana Ramli, Mohd Fairuz Abd Hamid, Harison Gimang Richard, Energy efficiency measures on two different commercial buildings in Malaysia |
| title | Energy efficiency measures on two different commercial
buildings in Malaysia |
| title_full | Energy efficiency measures on two different commercial
buildings in Malaysia |
| title_fullStr | Energy efficiency measures on two different commercial
buildings in Malaysia |
| title_full_unstemmed | Energy efficiency measures on two different commercial
buildings in Malaysia |
| title_short | Energy efficiency measures on two different commercial
buildings in Malaysia |
| title_sort | energy efficiency measures on two different commercial
buildings in malaysia |
| url | http://journalarticle.ukm.my/13663/ http://journalarticle.ukm.my/13663/ http://journalarticle.ukm.my/13663/1/290-1114-1-PB.pdf |