Complex product configuration updating oriented by changing customer requirements

方案(数学) 产品(数学) 过程(计算) 顾客满意度 路径(计算) 计算机科学 数学优化 航程(航空) 工业工程 新产品开发 可靠性工程 工程类 运筹学 数学 营销 业务 计算机网络 几何学 数学分析 航空航天工程 操作系统
作者
Na Zhang,Wei Gao,Yupeng Li,Qiuyue Wang
出处
期刊:Journal of Engineering Design [Taylor & Francis]
卷期号:34 (7): 522-560 被引量:6
标识
DOI:10.1080/09544828.2023.2238252
摘要

Changes of customer requirements inevitably occur in the process of product design and manufacturing, which results in substantial costs in product development. Enterprises have to update product configuration schemes to meet new customer requirements and maintain competitiveness. Recent studies have attempted to solve this problem with the 'two-stage' model (optimisation of change propagation and update scheme). They have largely ignored the correlation between the two stages, which leads to extra costs in practice. Therefore, this paper proposes a master-slave coordinated optimisation model, in which the design of update scheme was the leader and the optimisation of change propagation path was the follower. The upper optimisation model was constructed to obtain a change propagation path with the minimum propagation range. And the lower optimisation model was constructed to obtain a product configuration update scheme with the highest satisfaction. Meanwhile, the diversity of the optimal update scheme from the lower model was fed back to the upper model, and the change propagation probability was adjusted. This causes further changes in the process of change propagation. Finally, cases of sanitation vehicles and motorbike engines were taken to verify the effectiveness of the proposed model.
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