The Diagnosis of Abnormal Assembly Quality Based on Fuzzy Relation Equations

Author:

Li Dong-Ying12,Zhang Gen-Bao1,Li Meng-Qi2,Liu Jian1,Cheng Yan-Song3

Affiliation:

1. College of Mechanical Engineering, Chongqing University, Chongqing 400044, China

2. Department of Mechanical and Energy Engineering, Shaoyang University, Hunan 422000, China

3. ChongQing Technology and Business Institute, China

Abstract

The relationship between quality abnormality and anomalous causes in the assembly process of CNC machine was described by fuzzy relation equations, because they were not one to one. The fuzzy relation equations were established according to the fuzzy relation matrix and membership degree of abnormality mode and were translated into optimal solution problems by fuzzy deconvolution method. The interval solution of the fuzzy relation equation was obtained by minimal mean square error of BP algorithm, realizing section locating of the contribution of anomalous causes to quality abnormality for a given problem, thereby gaining the optimal solution. Finally, the viability and effectiveness of this method were verified by the quality abnormity diagnosis in the assembly process of a NC rotary table.

Funder

National Natural Science Foundation of China

Publisher

SAGE Publications

Subject

Mechanical Engineering

Reference13 articles.

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