• DocumentCode
    547482
  • Title

    Optimization of PID parameters for coal gas monitored control system based on aritificial immune algorithm

  • Author

    Xian-Min, Ma ; Chen, Wen

  • Author_Institution
    Coll. of Electr. & Control Eng., Xi´´an Univ. of Sci. & Technol., Xi´´an, China
  • Volume
    1
  • fYear
    2011
  • fDate
    10-12 June 2011
  • Firstpage
    705
  • Lastpage
    708
  • Abstract
    Based on immune algorithm a novel optimization design scheme of PID speed controller parameters is proposed for the coal mine gas monitored control system in this paper. The principle of Immune algorithm is introduced, and the strategy of PID controller parameters based immune algorithm is discussed. According to the response between antigen and antibody, the PID controller parameters are optimized in order to make the local fan adjusted quickly and stably. The simulation show that immune algorithm PID controller has a faster response time and smaller overshoot compared with the traditional tuning method. It not only improved the adjusting time of local fan, but also achieved energy saving and wind saving. The strong robustness and high tracking performance of the control system applies to the coal mine environment.
  • Keywords
    artificial immune systems; coal; condition monitoring; fans; mining; stability; three-term control; velocity control; PID parameter optimizatin; PID speed controller; artificial immune algorithm; coal mine gas monitored control system; fan; robustness; Accidents; Algorithm design and analysis; Coal; Coal mining; Control systems; Immune system; Optimization; PID; aritificial immune algorithm; coal gas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-8727-1
  • Type

    conf

  • DOI
    10.1109/CSAE.2011.5953314
  • Filename
    5953314