• DocumentCode
    2293191
  • Title

    Improved coal mine dust monitoring system based on fuzzy information fusion

  • Author

    Ma Fengying ; Zang Hongyan

  • Author_Institution
    Coll. of Electron. Inf. & Control Eng., Shandong Inst. of Light Ind., Jinan, China
  • Volume
    8
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    4430
  • Lastpage
    4434
  • Abstract
    In order to increase dust measurement precision and real-time capacity, an improved dust monitoring system was presented. One master with three extensions was adopted at measuring point and the data fusion was adopted. Furthermore, to solve the problem of coal-dust explosion limit reducing once the gas gathering occur, the explosion parameters were detected by multi-sensor and the information of dust, gas concentration and temperature from sensors were carried on fuzzy processing to be fused based on fuzzy information and fusion theory. The system can finish fusion computing and decision-making of various system parameters to realize the early prediction for mine explosion successfully. The experimental results indicate that the discerning accuracy and reliability of mine explosion detection system is greatly increased based on fuzzy information and data fusion. It is concluded that the system is of great significance to coal mine production safety.
  • Keywords
    coal; dust; fuzzy set theory; mining industry; process monitoring; safety; sensor fusion; coal mine dust monitoring system; coal mine production safety; coal-dust explosion limit; data fusion; dust measurement precision; fuzzy information fusion; fuzzy processing; multi-sensor; real-time capacity; Data mining; Explosions; Monitoring; Real time systems; Sensor fusion; coal mine; data fusion; dust real time detection; fuzzy information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5583500
  • Filename
    5583500