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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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Main Authors:	Shah, Abdul Salam, Mohamad Nasir, Haidawati, Fayyaz, Muhammad, Lajis, Adidah, Shah, Asadullah
Format:	Article
Language:	English English English
Published:	MDPI 2019
Subjects:	T Technology (General) T10.5 Communication of technical information TH1000 Systems of building construction
Online Access:	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 http://irep.iium.edu.my/71375/ https://www.mdpi.com/2078-2489/10/3/108 https://doi.org/10.3390/info10030108
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spelling	my.iium.irep.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. https://www.mdpi.com/2078-2489/10/3/108 https://doi.org/10.3390/info10030108
institution	Universiti Islam Antarabangsa Malaysia
building	IIUM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	International Islamic University Malaysia
content_source	IIUM Repository (IREP)
url_provider	http://irep.iium.edu.my/
language	English English English
topic	T Technology (General) T10.5 Communication of technical information TH1000 Systems of building construction
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
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.
format	Article
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
title	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_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_sort	review on energy consumption optimization techniques in iot based smart building environment
publisher	MDPI
publishDate	2019
url	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 http://irep.iium.edu.my/71375/ https://www.mdpi.com/2078-2489/10/3/108 https://doi.org/10.3390/info10030108
_version_	1643619985802657792
score	13.211869

A review on energy consumption optimization techniques in IoT based smart building environment

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