An Efficient Approach for Energy Consumption Optimization and Management in Residential Building Using Artificial Bee Colony and Fuzzy Logic
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-06-21
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The energy management in residential buildings according to occupant’s requirement and comfort is of vital importance.
There are many proposals in the literature addressing the issue of user’s comfort and energy consumption (management) with keeping different parameters in consideration.
In this paper, we have utilized artificial bee colony (ABC) optimization algorithm for maximizing user comfort and minimizing energy consumption simultaneously.
We propose a complete user friendly and energy efficient model with different components.
The user set parameters and the environmental parameters are inputs of the ABC, and the optimized parameters are the output of the ABC.
The error differences between the environmental parameters and the ABC optimized parameters are inputs of fuzzy controllers, which give the required energy as the outputs.
The purpose of the optimization algorithm is to maximize the comfort index and minimize the error difference between the user set parameters and the environmental parameters, which ultimately decreases the power consumption.
The experimental results show that the proposed model is efficient in achieving high comfort index along with minimized energy consumption.
American Psychological Association (APA)
Wahid, Fazli& Kim, Do Hyeun. 2016. An Efficient Approach for Energy Consumption Optimization and Management in Residential Building Using Artificial Bee Colony and Fuzzy Logic. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1112808
Modern Language Association (MLA)
Wahid, Fazli& Kim, Do Hyeun. An Efficient Approach for Energy Consumption Optimization and Management in Residential Building Using Artificial Bee Colony and Fuzzy Logic. Mathematical Problems in Engineering No. 2016 (2016), pp.1-13.
https://search.emarefa.net/detail/BIM-1112808
American Medical Association (AMA)
Wahid, Fazli& Kim, Do Hyeun. An Efficient Approach for Energy Consumption Optimization and Management in Residential Building Using Artificial Bee Colony and Fuzzy Logic. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-13.
https://search.emarefa.net/detail/BIM-1112808
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112808