Cover Image

A Review on energy consumption optimization techniques in IoT based smart building environments

Abstract: In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirement of energy optimization and user comfort has gained vital importance. In the literature, various techniques have been proposed addressing the energy optimization problem. The goa...

Full description

Saved in:
Bibliographic Details
Main Authors: Shah, Abdul Salam, Nasir, Haidawati, Fayaz, Muhammad, Lajis, Adidah, Shah, Asadullah
Format: Article
Language:English
English
Published: MDPI 2019
Subjects:
T10.5 Communication of technical information
Online Access:http://irep.iium.edu.my/81832/1/81832_A%20Review%20on%20Energy%20Consumption%20Optimization.pdf
http://irep.iium.edu.my/81832/2/81832_A%20Review%20on%20Energy%20Consumption%20Optimization_Scopus.pdf
http://irep.iium.edu.my/81832/
http://www.mdpi.com/journal/information
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.iium.irep.81832
record_format dspace
spelling my.iium.irep.818322021-01-15T05:50:48Z http://irep.iium.edu.my/81832/ A Review on energy consumption optimization techniques in IoT based smart building environments Shah, Abdul Salam Nasir, Haidawati Fayaz, Muhammad Lajis, Adidah Shah, Asadullah T10.5 Communication of technical information Abstract: In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirement 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 technique is to maintain a balance between user comfort and energy requirements, 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 algorithms and variations in the parameters to reduce energy consumption. To the best of our 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 a 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 Article PeerReviewed application/pdf en http://irep.iium.edu.my/81832/1/81832_A%20Review%20on%20Energy%20Consumption%20Optimization.pdf application/pdf en http://irep.iium.edu.my/81832/2/81832_A%20Review%20on%20Energy%20Consumption%20Optimization_Scopus.pdf Shah, Abdul Salam and Nasir, Haidawati and Fayaz, Muhammad and Lajis, Adidah and Shah, Asadullah (2019) A Review on energy consumption optimization techniques in IoT based smart building environments. Information, 10 (108). pp. 1-34. ISSN 2078-2489 http://www.mdpi.com/journal/information doi.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
topic T10.5 Communication of technical information
spellingShingle T10.5 Communication of technical information
Shah, Abdul Salam
Nasir, Haidawati
Fayaz, Muhammad
Lajis, Adidah
Shah, Asadullah
A Review on energy consumption optimization techniques in IoT based smart building environments
description Abstract: In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirement 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 technique is to maintain a balance between user comfort and energy requirements, 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 algorithms and variations in the parameters to reduce energy consumption. To the best of our 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 a 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
Nasir, Haidawati
Fayaz, Muhammad
Lajis, Adidah
Shah, Asadullah
author_facet Shah, Abdul Salam
Nasir, Haidawati
Fayaz, Muhammad
Lajis, Adidah
Shah, Asadullah
author_sort Shah, Abdul Salam
title A Review on energy consumption optimization techniques in IoT based smart building environments
title_short A Review on energy consumption optimization techniques in IoT based smart building environments
title_full A Review on energy consumption optimization techniques in IoT based smart building environments
title_fullStr A Review on energy consumption optimization techniques in IoT based smart building environments
title_full_unstemmed A Review on energy consumption optimization techniques in IoT based smart building environments
title_sort review on energy consumption optimization techniques in iot based smart building environments
publisher MDPI
publishDate 2019
url http://irep.iium.edu.my/81832/1/81832_A%20Review%20on%20Energy%20Consumption%20Optimization.pdf
http://irep.iium.edu.my/81832/2/81832_A%20Review%20on%20Energy%20Consumption%20Optimization_Scopus.pdf
http://irep.iium.edu.my/81832/
http://www.mdpi.com/journal/information
_version_ 1690370729547137024
score 13.211869

Similar Items