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A survey on applying different control methods approach in building automation systems to obtain more energy efficiency


Citation

Behrooz, Farinaz and Ramli, Abdul Rahman and Samsudin, Khairulmizam (2011) A survey on applying different control methods approach in building automation systems to obtain more energy efficiency. International Journal of Physical Sciences, 6 (9). pp. 2308-2314. ISSN 1992-1950

Abstract

In this paper, the implementation of different control methodologies for controlling parameters of heating, ventilating and air-conditioning (HVAC) systems as a part of building automation systems were investigated. In the past few years, many researches have been done on application, structure and also efficiency of different methods to achieve saving more energy. Different control strategies were considered in terms of their advantages and disadvantages. In this research, fuzzy cognitive map (FCM) was recommended as a robust and simple method to decrease the energy consumption of HVAC systems. FCM is based on fuzzy logic and neural networks. FCM is a combination of the robust characteristics of these two methods. In this paper, the advantages of using FCMs have been indicated as a controller on the typical HVAC system among the other methods.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
Institute of Advanced Technology
Publisher: Academic Journals
Keywords: Control strategy; Conventional control; Fuzzy cognitive map; Fuzzy logic; Heating ventilating and air-conditioning system; Neural networks
Depositing User: Nabilah Mustapa
Date Deposited: 18 Dec 2015 05:38
Last Modified: 18 Dec 2015 05:38
URI: http://psasir.upm.edu.my/id/eprint/22995
Statistic Details: View Download Statistic

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