• DocumentCode
    2960599
  • Title

    Fuzzy immune self-tuning PID control of HVAC system

  • Author

    Wang, Jiangjiang ; Zhang, Chunfa ; Jing, Youyin

  • Author_Institution
    Sch. of Energy & Power Eng., North China Electr. Power Univ., Baoding
  • fYear
    2008
  • fDate
    5-8 Aug. 2008
  • Firstpage
    678
  • Lastpage
    683
  • Abstract
    Aiming at the non-linear links such as time lag, large inertia, in the heating, ventilating, and air conditioning (HVAC) system, a fuzzy immune self-tuning PID control system is designed. With ideas from the biological immune system, fuzzy immune PID control strategy is applied to central air-conditioning system, in which the proportional coefficient of PID is adaptively modulated by means of fuzzy immune algorithm, and integral coefficient and differential coefficient are dynamically regulated by fuzzy logic scheme. Based on the model of central air-conditioning room, the simulation investigation has been carried out and the result shows validity of the control scheme and improvement in dynamic performance and robustness of central air-conditioning control system.
  • Keywords
    HVAC; adaptive control; artificial immune systems; control system synthesis; fuzzy control; robust control; self-adjusting systems; three-term control; HVAC system; biological immune system; differential coefficient; fuzzy immune self-tuning PID control system design; fuzzy logic; heating-ventilating-air conditioning system; integral coefficient; robust control; simulation; Air conditioning; Central air conditioning; Centralized control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Heating; Immune system; Three-term control; HVAC system; fuzzy-immune-PID; model; self-tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, 2008. ICMA 2008. IEEE International Conference on
  • Conference_Location
    Takamatsu
  • Print_ISBN
    978-1-4244-2631-7
  • Electronic_ISBN
    978-1-4244-2632-4
  • Type

    conf

  • DOI
    10.1109/ICMA.2008.4798838
  • Filename
    4798838