International Journal of
Physical Sciences

  • Abbreviation: Int. J. Phys. Sci.
  • Language: English
  • ISSN: 1992-1950
  • DOI: 10.5897/IJPS
  • Start Year: 2006
  • Published Articles: 2525

Full Length Research Paper

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

Farinaz Behrooz1*, Abdul Rahman Ramli2 and Khairulmizam Samsudin2
1Institute of Advanced Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia, 43400, Malaysia. 2Department of Computer and Communications, Universiti Putra Malaysia, Serdang, Selangor, Malaysia, 43400, Malaysia.
Email: [email protected]

  •  Accepted: 14 March 2011
  •  Published: 04 May 2011

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.

 

Key words: Fuzzy cognitive map, heating ventilating and air-conditioning system, control strategy, fuzzy logic, neural networks, conventional control.