Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation
This study carried out the field survey from house to house to garner the information of consumer behavior. In this study the energy consumption 104 refrigerators have been monitored as well. The energy consumption of 104 refrigerators is clustered and segmented to classify the refrigerators of same...
| Main Authors: | , , , |
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| Format: | Article |
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Journal of Applied Sciences
2008
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| _version_ | 1796960403143524352 |
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| author | Saidur, Rahman Masjuki, Haji Hassan Hasanuzzaman, M. Kai, G.S. |
| author_facet | Saidur, Rahman Masjuki, Haji Hassan Hasanuzzaman, M. Kai, G.S. |
| author_sort | Saidur, Rahman |
| collection | UM |
| description | This study carried out the field survey from house to house to garner the information of consumer behavior. In this study the energy consumption 104 refrigerators have been monitored as well. The energy consumption of 104 refrigerators is clustered and segmented to classify the refrigerators of same characteristic in the same group. The capacity of the refrigerator, frequency of door opening and position of refrigerator either near heat source or away from the heat source is considered for clustering and segmentation analysis. The clustering and segmentation in this survey reveal the effect of these factors on the energy performance of the refrigerator. |
| first_indexed | 2024-03-06T05:17:11Z |
| format | Article |
| id | um.eprints-6796 |
| institution | Universiti Malaya |
| last_indexed | 2024-03-06T05:17:11Z |
| publishDate | 2008 |
| publisher | Journal of Applied Sciences |
| record_format | dspace |
| spelling | um.eprints-67962018-10-18T05:04:42Z http://eprints.um.edu.my/6796/ Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation Saidur, Rahman Masjuki, Haji Hassan Hasanuzzaman, M. Kai, G.S. TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery This study carried out the field survey from house to house to garner the information of consumer behavior. In this study the energy consumption 104 refrigerators have been monitored as well. The energy consumption of 104 refrigerators is clustered and segmented to classify the refrigerators of same characteristic in the same group. The capacity of the refrigerator, frequency of door opening and position of refrigerator either near heat source or away from the heat source is considered for clustering and segmentation analysis. The clustering and segmentation in this survey reveal the effect of these factors on the energy performance of the refrigerator. Journal of Applied Sciences 2008 Article PeerReviewed Saidur, Rahman and Masjuki, Haji Hassan and Hasanuzzaman, M. and Kai, G.S. (2008) Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation. Journal of Applied Sciences, 8 (21). pp. 3957-3962. ISSN 1812-5654, DOI https://doi.org/10.3923/jas.2008.3957.3962 <https://doi.org/10.3923/jas.2008.3957.3962>. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650090510&partnerID=40&md5=eb1afb7786ad060b4fc580dad9a1ad3c 10.3923/jas.2008.3957.3962 |
| spellingShingle | TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery Saidur, Rahman Masjuki, Haji Hassan Hasanuzzaman, M. Kai, G.S. Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title | Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title_full | Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title_fullStr | Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title_full_unstemmed | Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title_short | Investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| title_sort | investigation of energy performance and usage behavior of domestic refrigerator freezer using clustering and segmentation |
| topic | TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery |
| work_keys_str_mv | AT saidurrahman investigationofenergyperformanceandusagebehaviorofdomesticrefrigeratorfreezerusingclusteringandsegmentation AT masjukihajihassan investigationofenergyperformanceandusagebehaviorofdomesticrefrigeratorfreezerusingclusteringandsegmentation AT hasanuzzamanm investigationofenergyperformanceandusagebehaviorofdomesticrefrigeratorfreezerusingclusteringandsegmentation AT kaigs investigationofenergyperformanceandusagebehaviorofdomesticrefrigeratorfreezerusingclusteringandsegmentation |