面向制造物联环境下带有批量流的柔性流水车间调度问题研究OACSCDCSTPCD
Research on Flexible Flow?Shop Scheduling Problem with Lot Streaming in IOT?Based Manufacturing Environment
如何通过新一代信息技术进一步提升制造企业的生产效率是需要迫切解决的问题.结合当前物联网技术在制造业的发展趋势,以电容器制造车间为研究对象,首先搭建面向制造物联环境下的柔性流水车间调度系统多层次体系架构;在此架构下,建立多源制造信息驱动制造执行过程的基于批量流策略的调度优化模型;其次,设计了一种改进的分布估计算法,通过平衡局部搜索和全局搜索,实现对问题的优化求解;最后,通过实验验证了所提方法的可行性和有效性.
It is urgent to effectively improve the production efficiency in the running process of manufacturing systems through a new generation of information technology. According to the current growing trend of the internet of things (IOT) in the manufacturing industry, aiming at the capacitor manufacturing plant, a multi-level architecture oriented to IOT-based manufacturing environment is established for a flexible flow-shop scheduling system. Next,according to m…查看全部>>
戴敏;王礼星;顾文斌;张玉伟;DORJOY M M H
扬州大学机械工程学院,扬州225127,中国扬州大学机械工程学院,扬州225127,中国河海大学机电工程系,常州 213022,中国扬州大学机械工程学院,扬州225127,中国扬州大学机械工程学院,扬州225127,中国
机械制造
物联制造柔性流水车间调度智能算法批量流策略
IOT-based manufacturingflexible flow-shop schedulingintelligent algorithmlot-streaming strategy
《南京航空航天大学学报（英文版）》 2020 (6)
831-838,8
This work was supported by the National Natural Science Foundations of China(No. 51875171)
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