Quantitative system evaluation method for equipment state using fuzzy and analytic hierarchy process

被引:0
|
作者
Bin, Guang-Fu [1 ,2 ]
Li, Xue-Jun [1 ,3 ]
Dhillon, Balbir-S [2 ]
Chu, Wan-Wen [1 ]
机构
[1] Key Laboratory of Health Maintenance for Mechanical Equipment of Hunan Province, Hunan University of Science and Technology, Xiangtan 411201, China
[2] Department of Mechanical Engineering, University of Ottawa, Ottawa K1B 6N5, Canada
[3] Department of Precision Instruments and Mechanology, Tsinghua University, Beijing 100084, China
关键词
Cement industry - Health - Linear transformations - Parameter estimation;
D O I
暂无
中图分类号
学科分类号
摘要
It is very difficult to carry out system evaluation for equipment state due to the structural multiplicity, the coupling complexity, the functional diversification and the excessive operating parameters factors, this article analyzes the structural features of equipment, a quantitative evaluation method of equipment state is developed using fuzzy synthesis evaluation and analytic hierarchy process methodology. Considering the impact of various parameters in the process of equipment running, the equipment state and its evaluation hierarchy model are analyzed. The health value is employed to quantitatively describe the running state degree of equipment. The weight vectors of all evaluation hierarchies are discussed by using the analytic hierarchy process methodology with the experiences of expert. Applied the fuzzy set evaluation theory, a type of subjection function of positive and negative indicators is developed, and the evaluation matrix is discussed as well as fuzzy transformation algorithm operators. The valuation model for equipment's health state based on fuzzy and analytic hierarchy process is built. Therefore, the health value of subsystems can be gotten to quantify the evaluation of equipment' system state, that is also the state of equipment is clear, which provides us with theoretical guide for seeking further optimization maintenance strategy. Finally, an application of the method in rotary kiln used in cement industry verifies its effectiveness.
引用
收藏
页码:744 / 750
相关论文
共 50 条
  • [1] Method of system effectiveness evaluation based on fuzzy analytic hierarchy process and index system
    Peng Peng-fei
    Ren Xiong-wei
    Geng Bo-ying
    PROCEEDINGS OF 2006 CHINESE CONTROL AND DECISION CONFERENCE, 2006, : 929 - +
  • [2] Evaluation of services using a fuzzy analytic hierarchy process
    Mikhailov, L
    Tsvetinov, P
    APPLIED SOFT COMPUTING, 2004, 5 (01) : 23 - 33
  • [3] Evaluation of groundwater vulnerability to pollution using fuzzy analytic hierarchy process method
    Sener, Erhan
    Sener, Sehnaz
    ENVIRONMENTAL EARTH SCIENCES, 2015, 73 (12) : 8405 - 8424
  • [4] Evaluation of groundwater vulnerability to pollution using fuzzy analytic hierarchy process method
    Erhan Şener
    Şehnaz Şener
    Environmental Earth Sciences, 2015, 73 : 8405 - 8424
  • [5] Quantitative Evaluation of Cloud Elasticity based on Fuzzy Analytic Hierarchy Process
    Yang, Bo
    Zhang, Fan
    Khan, Samee U.
    2022 IEEE CLOUD SUMMIT, 2022, : 105 - 112
  • [6] Quantitative Evaluation of the Adaptability of the Shield Machine Based on the Analytic Hierarchy Process (AHP) and Fuzzy Analytic Hierarchy Process (FAHP)
    Xie, Jiangsheng
    Liu, Bo
    He, Lu
    Zhong, Weiling
    Zhao, Haiqing
    Yang, Xingzhi
    Mai, Tianrui
    ADVANCES IN CIVIL ENGINEERING, 2022, 2022
  • [7] The Logistics System Evaluation Based on Fuzzy Analytic Hierarchy Process
    Gan, XianYong
    Yu, Wei
    ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL III, PROCEEDINGS, 2009, : 1014 - 1016
  • [8] Evaluation Method for Students' Grade Statistics System based on Fuzzy Analytic Hierarchy Process
    Lei, Shi
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 5339 - 5343
  • [9] Evaluation of English Textbook Using Fuzzy Analytic Hierarchy Process
    Yang, Yajun
    Wang, Xiaomei
    Wen, Xin
    2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 1, PROCEEDINGS, 2009, : 30 - +
  • [10] Risk Evaluation on Ship Navigation System Based on Analytic Hierarchy Process and Fuzzy Comprehensive Evaluation Method
    Yan, Mi
    Zhang, Huajun
    Liu, Lishou
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 3944 - 3948