A review on energy consumption optimization techniques in IoT based smart building environment
In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirements of energy optimization and user comfort has gained vital importance. In the ;literature, various techniques have been proposed addressing the energy optimization problem. The goal of each...
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| Format: | Article |
| Language: | English English English |
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MDPI
2019
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| Online Access: | http://irep.iium.edu.my/71375/ http://irep.iium.edu.my/71375/1/71375_A%20review%20on%20energy%20consumption%20optimization.pdf http://irep.iium.edu.my/71375/7/71375%20A%20review%20on%20energy%20consumption%20optimization%20SCOPUS.pdf http://irep.iium.edu.my/71375/13/71375_A%20Review%20on%20Energy%20Consumption%20Optimization%20Techniques%20in%20IoT%20Based%20Smart%20Building%20Environments_wos.pdf |
| _version_ | 1848787439627272192 |
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| author | Shah, Abdul Salam Mohamad Nasir, Haidawati Fayyaz, Muhammad Lajis, Adidah Shah, Asadullah |
| author_facet | Shah, Abdul Salam Mohamad Nasir, Haidawati Fayyaz, Muhammad Lajis, Adidah Shah, Asadullah |
| author_sort | Shah, Abdul Salam |
| building | IIUM Repository |
| collection | Online Access |
| description | In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirements of energy optimization and user comfort has gained vital importance. In the ;literature, various techniques have been proposed addressing the energy optimization problem. The goal of each techniques is to maintain a balance between usewr comfirt and enetrgy requirement, such that the user can achieve the desired comfort level with the minimum amount of energy consumption. Researchers have addressed the issue with the help of different optimization algorithm and variations in the parameters to reduce energy consumption. To the best of out knowledge this problem is not solved yet due to its challenging nature. The gaps in the literature are due to advancements in technology, the drawbacks of optimization algorithms and the introduction of new optimization algorithms. Further, many newly proposed optimization algorithms have produced better accuracy on the benchmark instances but have not been applied yet for the optimization of energy consumption in smart homes, In this paper, we have carried out detailed literature review of the techniques used for the optimization of energy consumption and scheduling in smart homes. Detailed discussion has been carried out on different factors contributing towards thermal comfort, visual comfort, and air quality comfort.We have also reviewed the fog and edge computing techniques used in smart homes. |
| first_indexed | 2025-11-14T17:24:57Z |
| format | Article |
| id | iium-71375 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T17:24:57Z |
| publishDate | 2019 |
| publisher | MDPI |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-713752019-08-01T02:58:43Z http://irep.iium.edu.my/71375/ A review on energy consumption optimization techniques in IoT based smart building environment Shah, Abdul Salam Mohamad Nasir, Haidawati Fayyaz, Muhammad Lajis, Adidah Shah, Asadullah T Technology (General) T10.5 Communication of technical information TH1000 Systems of building construction In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirements of energy optimization and user comfort has gained vital importance. In the ;literature, various techniques have been proposed addressing the energy optimization problem. The goal of each techniques is to maintain a balance between usewr comfirt and enetrgy requirement, such that the user can achieve the desired comfort level with the minimum amount of energy consumption. Researchers have addressed the issue with the help of different optimization algorithm and variations in the parameters to reduce energy consumption. To the best of out knowledge this problem is not solved yet due to its challenging nature. The gaps in the literature are due to advancements in technology, the drawbacks of optimization algorithms and the introduction of new optimization algorithms. Further, many newly proposed optimization algorithms have produced better accuracy on the benchmark instances but have not been applied yet for the optimization of energy consumption in smart homes, In this paper, we have carried out detailed literature review of the techniques used for the optimization of energy consumption and scheduling in smart homes. Detailed discussion has been carried out on different factors contributing towards thermal comfort, visual comfort, and air quality comfort.We have also reviewed the fog and edge computing techniques used in smart homes. MDPI 2019-03-08 Article PeerReviewed application/pdf en http://irep.iium.edu.my/71375/1/71375_A%20review%20on%20energy%20consumption%20optimization.pdf application/pdf en http://irep.iium.edu.my/71375/7/71375%20A%20review%20on%20energy%20consumption%20optimization%20SCOPUS.pdf application/pdf en http://irep.iium.edu.my/71375/13/71375_A%20Review%20on%20Energy%20Consumption%20Optimization%20Techniques%20in%20IoT%20Based%20Smart%20Building%20Environments_wos.pdf Shah, Abdul Salam and Mohamad Nasir, Haidawati and Fayyaz, Muhammad and Lajis, Adidah and Shah, Asadullah (2019) A review on energy consumption optimization techniques in IoT based smart building environment. Information, 10 (3). pp. 1-34. E-ISSN 2078-2489 https://www.mdpi.com/2078-2489/10/3/108 https://doi.org/10.3390/info10030108 |
| spellingShingle | T Technology (General) T10.5 Communication of technical information TH1000 Systems of building construction Shah, Abdul Salam Mohamad Nasir, Haidawati Fayyaz, Muhammad Lajis, Adidah Shah, Asadullah A review on energy consumption optimization techniques in IoT based smart building environment |
| title | A review on energy consumption optimization techniques in IoT based smart building environment |
| title_full | A review on energy consumption optimization techniques in IoT based smart building environment |
| title_fullStr | A review on energy consumption optimization techniques in IoT based smart building environment |
| title_full_unstemmed | A review on energy consumption optimization techniques in IoT based smart building environment |
| title_short | A review on energy consumption optimization techniques in IoT based smart building environment |
| title_sort | review on energy consumption optimization techniques in iot based smart building environment |
| topic | T Technology (General) T10.5 Communication of technical information TH1000 Systems of building construction |
| url | http://irep.iium.edu.my/71375/ http://irep.iium.edu.my/71375/ http://irep.iium.edu.my/71375/ http://irep.iium.edu.my/71375/1/71375_A%20review%20on%20energy%20consumption%20optimization.pdf http://irep.iium.edu.my/71375/7/71375%20A%20review%20on%20energy%20consumption%20optimization%20SCOPUS.pdf http://irep.iium.edu.my/71375/13/71375_A%20Review%20on%20Energy%20Consumption%20Optimization%20Techniques%20in%20IoT%20Based%20Smart%20Building%20Environments_wos.pdf |