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

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.

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Abstract

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.

Item Type: Article (Journal)
Additional Information: 6566/71375
Uncontrolled Keywords: energy optimization, energy scheduling, edge computing, fog computing, fuzzy logic, fuzzy controller, Internet of Things, optimization algorithms, smart building and smart homes
Subjects: T Technology > T Technology (General)
T Technology > T Technology (General) > T10.5 Communication of technical information
T Technology > TH Building construction > TH1000 Systems of building construction
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Information and Communication Technology
Kulliyyah of Information and Communication Technology

Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Asadullah Shah Syed
Date Deposited: 26 Mar 2019 15:44
Last Modified: 01 Aug 2019 10:58
URI: http://irep.iium.edu.my/id/eprint/71375

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