Review and challenges for the remanufacturing assembly quality with uncertainty

Conghu Liu, Qinghua Zhu, Huiying Mao
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Abstract

Remanufacturing businesses have difficulty in competing and expanding due to the unpredictable quality and performance of remanufactured products. It has turned into a problem area and a bottleneck for the growth of the remanufacturing sector. The control and management of remanufactured assembly quality (RAQ) is considered one of the key factors affecting the quality of remanufactured products. By reviewing existing literature, we have found that in remanufacturing assembly systems, the uncertainty of remanufacturing components, the volatility of remanufacturing assembly processes, the complexity of assembly control, and the diversity of assembly schemes are the main reasons for the difficulty in ensuring assembly quality. However, existing literature lacks research on data management, evolutionary mechanisms of RAQ, and multivariate control. To improve the stability of RAQ and improve the quality of remanufactured products, we propose the construction of an intelligent reasoning mode for precise RAQ control and a tailored, intelligent control method for individual components, providing support for the intelligent control of remanufactured assembly functional modules. This study provides a basis for implementing high-performance assembly technology for remanufactured products. Our findings should encourage the industry’s modernization for remanufacturing.
不确定情况下再制造装配质量的回顾与挑战
由于再制造产品的质量和性能难以预测,再制造企业难以参与竞争和扩张。这已成为再制造行业的一个问题领域和发展瓶颈。再制造装配质量(RAQ)的控制和管理被认为是影响再制造产品质量的关键因素之一。通过查阅现有文献,我们发现在再制造装配系统中,再制造部件的不确定性、再制造装配过程的不稳定性、装配控制的复杂性以及装配方案的多样性是装配质量难以保证的主要原因。然而,现有文献缺乏对数据管理、RAQ 演化机制和多元控制的研究。为了提高 RAQ 的稳定性,提高再制造产品的质量,我们提出了构建 RAQ 精确控制的智能推理模式和针对单个组件的定制化智能控制方法,为再制造装配功能模块的智能控制提供支持。这项研究为实现再制造产品的高性能装配技术奠定了基础。我们的研究结果将推动再制造行业的现代化进程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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