Impact analysis and classification of aircraft functional failures using improved FHA based on grey evaluation

作者：Yuhang Zhang, Liu Chang, Tingting Xu, Yan Huang, Liangyan Tao · 发表于：Grey Systems Theory and Application · 年份：2020 · DOI：10.1108/gs-07-2019-0027 · 被引用次数：6 · 研究领域：Occupational Health and Safety Research、Risk and Safety Analysis、Quality Function Deployment in Product Design

Purpose The technical level of aircraft failure analysis plays a special role in ensuring the safety of civil aviation flight. Using appropriate methods for functional failures analysis can provide a reliable reference for aircraft safety. The purpose of this paper is to provide a new and comprehensive measure based on conventional functional hazard analysis (FHA) and grey system theory to analysis and evaluate the class that each failure belongs to. Design/methodology/approach This paper integrates multiple methods including the FHA, the fixed weight cluster, the Delphi method and the analytic hierarchy process (AHP). To begin with, use FHA method to sort out the corresponding failure states of a certain system from the perspective of function and determine the evaluation index. And then using group decision and AHP, determine the expert weight and index weight in the fixed weight cluster. The fixed weight cluster function is used to determine the grey class to which a certain functional failure belongs in the complex system. Findings In the past, the risk assessment of aircraft was mostly dominated by the subjective judgment of the experts, but it was not possible to give an objective observation score for each failure state. This paper addresses the problem efficiently as well as the feature of “little data, poor information.” The risk degree of each failure state can ultimately be replaced by a quantitative value. Research limitations/implications This paper uses the idea...