An Integrated Optimization Decision Method for Remanufacturing Process Based on Conditional Evidence Theory Under Uncertainty

被引:4
|
作者
Bao, Zongke [1 ]
Li, Wenyi [2 ]
Gao, Mengdi [2 ]
Liu, Conghu [2 ,3 ]
Zhang, Xugang [4 ]
Cai, Wei [4 ,5 ,6 ]
机构
[1] Zhejiang Univ Finance & Econ, Sch Accounting, Hangzhou 310018, Peoples R China
[2] Suzhou Univ, Sch Mech & Elect Engn, Suzhou 234000, Peoples R China
[3] Tsinghua Univ, Sch Econ & Management, Beijing 100084, Peoples R China
[4] Wuhan Univ Sci & Technol, Hubei Key Lab Mech Transmiss & Mfg Engn, Wuhan 430081, Peoples R China
[5] Southwest Univ, Coll Engn & Technol, Chongqing 400715, Peoples R China
[6] Hong Kong Polytech Univ, Fac Business, Hong Kong, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
关键词
Biological system modeling; Process control; Licenses; Maintenance engineering; Manufacturing; Machining; Volume measurement; Conditional evidence theory; information fusion; remanufacturing; uncertainty; QUALITY; MODEL; MANAGEMENT;
D O I
10.1109/ACCESS.2020.3042533
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The uncertainty of worn parts is a challenge for the remanufacturing process. Therefore, an integrated optimization decision method for remanufacturing process based on conditional evidence theory under uncertainty is proposed. On the basis of production history data of remanufacturing enterprises, prior information of the remanufacturing process is generated, and the prior evidence is constructed. Then, depending on the relationship between the parameters and the processing technology, the information of detection and evaluation of parts' characteristic parameters is transformed into evidence. The prior evidence and the evidence are fused corresponding to the parameter value. Then, the influence law among production data, characteristics of worn parts and technological process in remanufacturing is revealed. The fusion result has a one-to-one correspondence with the processing technology of worn parts. According to the decision rules, the optimal processing technology of worn parts can be obtained by judging the fusion results. The statistical data of remanufacturing worn crankshafts shows that the quality improved by 2.5%, the production cost reduced by 5.6%, and the time saved by 7.3%. This study provides theoretical and methodological support for the optimization of remanufacturing production.
引用
收藏
页码:221119 / 221126
页数:8
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