International Journal of
Physical Sciences

  • Abbreviation: Int. J. Phys. Sci.
  • Language: English
  • ISSN: 1992-1950
  • DOI: 10.5897/IJPS
  • Start Year: 2006
  • Published Articles: 2574

Full Length Research Paper

Energy saving by applying the fuzzy cognitive map control in controlling the temperature and humidity of room

Farinaz Behrooz*
  • Farinaz Behrooz*
  • Institute of Advanced Technology, Universiti Putra Malaysia, Serdang, Selangor - 43400, Malaysia.
  • Google Scholar
Abdul Rahman Ramli
  • Abdul Rahman Ramli
  • Department of Computer and Communications, Universiti Putra Malaysia, Serdang, Selangor - 43400, Malaysia.
  • Google Scholar
Khairulmizam Samsudin
  • Khairulmizam Samsudin
  • Department of Computer and Communications, Universiti Putra Malaysia, Serdang, Selangor - 43400, Malaysia.
  • Google Scholar
Hossein Eliasi
  • Hossein Eliasi
  • Department of Electricals Engineering, University of Amir Kabir, Iran.
  • Google Scholar


  •  Received: 02 June 2011
  •  Accepted: 15 July 2011
  •  Published: 16 January 2017

References

Aguilar J (2005). A survey about fuzzy cognitive maps papers (Invited paper). Int. J. Comput. Cog. 3(2). 27-33.

 

Aguilar J (2003). A dynamic fuzzy-cognitive-map approach based random neural networks. Int. J. Comput. Cog. 1(4):91-107.

 

Bertolini M (2007). Assessment of human reliability factors: A fuzzy cognitive maps approach. Int. J. Ind. Ergonom. 37:405-413.
Crossref

 

Clark DR, Hurley CW, Hill CR (1985). Dynamics models for HVAC system components. ASHRAE T 91(1):737-751.

 

Elmahdy AH, Mitalas GP (1977). Simple model for cooling and dehumidifying coils for use in calculating energy requirements for buildings. ASHRAE T 83(2):103-17.

 

Ghazanfari M, Alizadeh S, Fathian M, Koulouriots DE (2007). Comparing simulation annealing and genetic algorithm in learning FCM. J. Appl. Math. Comp. 192:56-68.
Crossref

 

Huang W, Zaheeruddin M, Cho S (2006). Dynamic simulation of energy management control functions for HVAC systems in buildings. Energy Convers. Manage. 47:926-943.
Crossref

 

Kasahara M, Kuzuu Y, Matsuba T, Hashimoto Y, Kamimura K, Kurosu S (2000). Stability analysis and tuning of PID controller in VAV systems. ASHRAE T 106(2):285-296.

 

Khor S, Khan MS (2003). Scenario Planning using Fuzzy Cognitive Maps. Proc. ANZIIS2003 8th Australian and New Zealand Intelligent Information Systems Conference, pp. 311-316.

 

Kim M, Kim C, Hong S, Kwon I (2008). Forward-backward analysis of RFID-enabled supply chain using fuzzy cognitive map and genetic algorithm. Expert Syst. Appl. 35:1166-1176.
Crossref

 

Lei J, Hongli L, Cai W (2006). Model Predictive Control Based on Fuzzy Linearization Technique For HVAC Systems Temperature Control. IEEE, pp. 1-5.

 

Lu W, Yang J, Li Y (2010). Control method based on Fuzzy cognitive map and its applications district heating network. International Conference on Intelligent Control and Information Processing (ICICIP 2016) August 13-15, Dalian, China.
Crossref

 

Papageorgiou E, Groumpos P (2005). A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. Appl. Soft. Comput. 5(4):409-431.
Crossref

 

Papageorgiou E, Groumpos P (2004). Two-Stage Learning Algorithm for Fuzzy Cognitive Maps. IEEE Int. Conf. Intell. Syst. pp. 22-24.
Crossref

 

Stein B, Reynolds J, Mcguinness W (2000). Mechanical and electrical equipment for buildings. Wiley.

 

Stylios D, Groumpos P (2004). Modeling complex system using Fuzzy Cognitive Maps. IEEE Syst. Man. Cyb. 34(1).
Crossref

 

Stylios C, Groumpos P (2000). Fuzzy cognitive maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. 8:83-98.

 

Tachwali Y, Refai H, Fagan J (2007). Minimizing HVAC Energy Consumption Using a Wireless Sensor Network. Industrial Electronics Society, 2007, IECON 2007, 33rd Annual Conference of the IEEE, p. 439.
Crossref

 

Tashtoush B, Molhim M, Al-Rousan M (2005). Dynamic model of an HVAC system for control analysis. Energy 30:1729-1745.
Crossref

 

Wang J, An D, Lou C (2006). Application of fuzzy-PID controller in heating ventilating and air-conditioning system. IEEE, pp. 2217-2222.
Crossref