Open AccessComprehensive safety evaluation of metallurgical crane based on AHP and entropy weight method
Author(s) -
Jinxia Cheng,
W. M. Zhang,
He Jin
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1043/4/042050
Subject(s) - analytic hierarchy process , weighting , entropy (arrow of time) , fuzzy logic , evaluation methods , reliability engineering , computer science , operations research , engineering , risk analysis (engineering) , data mining , artificial intelligence , medicine , physics , quantum mechanics , radiology
The determination of safety evaluation weight of most engineering equipment mainly depends on the subjective experience of experts, which ignores the objective requirements of indicator status evaluation, is unable to satisfy the needs of the evaluation system with the advances in modern equipment health monitoring technology. Hence, the authors establish a safety evaluation model to form a comprehensive weight using experience factors, based on the objective weighting of the entropy weight method (EWM) and the subjective weighting of the analytic hierarchy process (AHP), to integrate the objective analysis data and subjective prior knowledge. Then, a safety evaluation system with state value as the main consideration was built on the combination of knowledge and fuzzy comprehensive evaluation. Finally, the availability of the proposed evaluation method was verified by the example.