工业工程2025，Vol.28Issue(4)：24-33,10.DOI:10.3969/j.issn.1007-7375.240325
基于精益物流的光纤陀螺装配车间布局与生产调度集成优化
Integrated Optimization of Layout and Scheduling in Fiber Optic Gyroscope Assembly Workshops Based on Lean Logistics
孙媛 1黄铭 2刘合朋 1黄建宇 2陶钧 1许保祥 1乔丹 1黄思翰3
作者信息
- 1. 北京航天时代光电科技有限公司,北京 100094
- 2. 北京理工大学 机械与车辆学院,北京 100081
- 3. 北京理工大学 机械与车辆学院,北京 100081||北京理工大学 工业知识与数据融合应用工信部重点实验室,北京 100081
- 折叠
摘要
Abstract
To address the integrated optimization of layout and scheduling in fiber optic gyroscope assembly workshops,this paper incorporates the principle of lean logistics into the solution process.A mixed-integer programming model is developed with the objectives of minimizing the makespan,lean logistics distances and workstation layout rationality.Based on the specific problem features,an adaptive non-dominated sorting genetic algorithm III(NSGA-III)is designed to solve this problem.A crossover operator based on independent evolution is designed to better preserve high-quality encoding segments representing lean solutions without detours,reflows,or production waiting,thereby enhancing the exploratory capability of the algorithm.A"substitution-elimination"strategy is proposed to repair infeasible individuals generated during crossover.To reduce the waste of detours in logistics routes,a swap mutation operator is designed based on the lean logistics principle.Finally,an instance analysis is conducted on the assembly task of fiber optic gyroscope products in an enterprise to verify the effectiveness of the proposed approach.关键词
车间布局与生产调度集成/精益物流/多目标优化/非支配排序遗传算法Ⅲ(NSGA-Ⅲ)/光纤陀螺装配Key words
integration of shop layout and production scheduling/lean logistics/multi-objective optimization/NSGA-Ⅲ/assembly of fiber optic gyroscope分类
信息技术与安全科学引用本文复制引用
孙媛,黄铭,刘合朋,黄建宇,陶钧,许保祥,乔丹,黄思翰..基于精益物流的光纤陀螺装配车间布局与生产调度集成优化[J].工业工程,2025,28(4):24-33,10.
