The uncertainty of remanufacturing parts is a key factor affecting the quality of remanufactured products. Therefore, the purpose of this paper is to measure the uncertainty of remanufactured parts and study the coupling mechanism of reassembly quality.
First, uncertainty of remanufactured parts is analyzed, and the uncertainty measure model for remanufacturing parts based on entropy is constructed. Second, the nonlinear mapping model between the uncertainty and reassembly quality were studied using Gauss-Newton iterative method to reveal the coupling mechanism between uncertainty of remanufacturing parts and reassembly quality. Finally, the model is verified in the reassembly process of remanufacturing cylinder head.
The method can guide reassembly operations to improve the reassembly quality with uncertainty of remanufactured parts.
This study provides practical implications by developing a multivariate nonlinear mapping model for reassembly quality based on entropy to determine the uncertainty factors that affect the reassembly quality significantly and then correct the reassembly operation to better optimize the allocation of remanufacturing production resources. The study also theoretically contributes to reveal the coupling mechanism of reassembly quality with the uncertainty of remanufactured parts.
This research is supported by Program for Innovative Research Team in Suzhou University, Anhui university key projects of natural science research (KJ2017A438), Anhui outstanding talents support program (gxyqZD2018082), Humanities and social science research of Ministry of Education (17YJC630082), Chinese Postdoctoral Science Foundation (2017M611574), Suzhou University excellent young talents Support Scheme funded project (SZXYQNL2017005), Suzhou science and technology project (SZ2017GG28), Suzhou University Doctoral research start-up fund project (2016jb08), Key scientific research project of Suzhou University (2017yzd09), and Suzhou Mechanical Equipment Co-innovation Engineering Technology Research Center (SZ2017ZX07).
Zhang, C., Liu, C., Chen, J., Li, Q., He, K., Gao, M. and Cai, W. (2019), "The coupling mechanism of reassembly quality with uncertainty of remanufactured parts", Assembly Automation, Vol. 39 No. 4, pp. 548-555. https://doi.org/10.1108/AA-01-2018-016
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