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Article type: Research Article
Authors: Li, Wenyia | Zhang, Cuixiaa; * | Liu, Conghua; b | Liu, Xiaoc
Affiliations: [a] School of Mechanical and Electronic Engineering, Suzhou University, Suzhou, China | [b] School of Economics and Management, Tsinghua University, Beijing, China | [c] School of Energy Science and Engineering, Henan University of Technology, Jiaozuo, China
Correspondence: [*] Corresponding author. Cuixia Zhang, E-mail: cuixiazhang@126.com.
Abstract: In order to improve the quality of remanufacturing assembly with uncertainty for the sustainability of remanufacturing industry, an error propagation model of the remanufacturing assembly process and its optimal control method are established. First, the state space model of error propagation is established by taking the work-in-process parameter errors of each process as the initial state of the procedure and the parameters of remanufactured parts and operation quantities as the input. Then, the quality control issue of remanufacturing assembly is transformed into a convex quadratic programming with constraints based on this model. Finally, the proposed method is used to control the remanufactured-crankshaft assembly quality. The experimental results show that the axial-clearance consistency and the crankshaft torque are improved, and the one-time assembly success rate of a remanufactured crankshaft is increased from 96.97%to 99.24%. This study provides a theoretical model and method support for the quality control of remanufacturing assembly and has a practical effect on improving the quality of remanufactured products.
Keywords: Remanufacturing, assembly, error propagation, optimal control, state space, convex quadratic programming
DOI: 10.3233/JIFS-211791
Journal: Journal of Intelligent & Fuzzy Systems, vol. 42, no. 3, pp. 2533-2547, 2022
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