• DocumentCode
    468356
  • Title

    An Evaluation Method of Mechanical Equipment Health State on the Basis of Fuzzy Synthetic Evaluation

  • Author

    Li, Xuejun ; Bin, Guangfu ; Dhillon, Balbir S.

  • Author_Institution
    Hunan Sci. & Technol. Univ., Xiangtan
  • Volume
    3
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    518
  • Lastpage
    522
  • Abstract
    Considering the characteristics of current maintenance scheme for mechanical equipment, from the viewpoint of function structure of mechanical equipment, a new evaluation method of mechanical equipment running state using fuzzy synthetic evaluation theories is proposed. The concept of health of mechanical equipment is defined. The health value (HV) is employed for quantifying the health state of mechanical equipment. The weight vector and evaluation matrix are discussed as well as fuzzy transformation algorithm operators. The fuzzy synthesis evaluation model is built. The HV is obtained by means of "from bottom to top" to calculate hierarchical HVs of all sub-systems step by step. HV\´s database of whole mechanical equipment will be established. Based on the database, the health state of mechanical equipment is clear, which provides us with theoretical guide for seeking further optimization maintenance strategy. As an example of application, health state evaluation of rotary kiln used in cement industry has demonstrated. The results show proposed method is effective and feasible.
  • Keywords
    fuzzy systems; mechanical engineering computing; mechanical testing; reliability; cement industry; current maintenance; evaluation matrix; fuzzy synthesis evaluation model; fuzzy synthetic evaluation; fuzzy transformation algorithm; health value; mechanical equipment health state; optimization maintenance; rotary kiln; weight vector; Cement industry; Condition monitoring; Databases; Electric breakdown; Fault diagnosis; Instruments; Kilns; Maintenance; Mechanical engineering; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.155
  • Filename
    4406292