首页 | 本学科首页   官方微博 | 高级检索  
     检索      

考虑物料供应干扰的飞机移动生产线动态调度
引用本文:卢斌,陆志强.考虑物料供应干扰的飞机移动生产线动态调度[J].北京航空航天大学学报,2020,46(8):1521-1534.
作者姓名:卢斌  陆志强
作者单位:同济大学 机械与能源工程学院, 上海 201804
基金项目:国家自然科学基金61473211国家自然科学基金71171130
摘    要:针对飞机装配过程中出现的物料供应延期干扰问题,对飞机移动生产线装配作业调度进行了研究。通过对物料供应信息的动态分析,将反应调度决策划分为固定决策和不同场景下的预测决策,并建立了物料供应干扰环境下的动态调度框架。在滚动决策点,以最小化与模板装配计划的偏差及工期的加权和期望值为目标函数,建立了二阶段近似优化模型。针对模型的决策逻辑,设计了以两阶段禁忌搜索算法为框架的启发式算法,求解滚动决策点的优化问题。不同规模下的数值实验表明,所提出的动态调度方法能够有效利用不断更新的物料供应信息,获得接近后验精确解的调度结果,且相比于传统的调度方法,所提方法能更有效地应对物料供应干扰。 

关 键 词:飞机移动生产线    物料供应    不确定性    动态调度    滚动决策
收稿时间:2019-09-11

Dynamic scheduling for aircraft mobile production line considering material supply interference
Institution:School of Mechanical Engineering, Tongji University, Shanghai 201804, China
Abstract:To solve the problem of material supply delay during the assembly process of aircraft, the assembly operation scheduling problem of aircraft mobile production line is studied. Through the dynamic analysis of material supply information, reactive scheduling decisions were divided into fixed decisions and predictive decisions in different scenarios, and a dynamic scheduling framework in the environment of material supply interference was established. At each rolling decision point, a two-stage approximate optimization model was established with the objective function of minimizing the expected weighted sum of the deviation from the template plan and the makespan. On the basis of the decision logic of the model, a two-stage tabu search based heuristic was designed to solve the optimization problem of each rolling decision point. Numerical experiments with different scales indicate that the proposed dynamic scheduling method can effectively utilize the constantly updated material supply information to obtain scheduling results which is close to the posterior exact solution, and compared to the traditional scheduling strategies, the proposed method can more effectively deal with the interference of material supply. 
Keywords:
本文献已被 CNKI 等数据库收录!
点击此处可从《北京航空航天大学学报》浏览原始摘要信息
点击此处可从《北京航空航天大学学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号