Synchronisation for smart factory - towards IoT-enabled mechanisms

被引:36
|
作者
Lin, Peng [1 ]
Li, Ming [1 ]
Kong, Xiangtianrui [1 ]
Chen, Jian [1 ]
Huang, George Q. [1 ]
Wang, Meilin [1 ,2 ]
机构
[1] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Hong Kong, Peoples R China
[2] Guangdong Univ Technol, Sch Informat Engn, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Synchronisation; Internet of Things (IoT); real-time scheduling; advanced planning and scheduling; JOB-SHOP; SCHEDULING APS; TIME; ENVIRONMENT; LINE; MINIMIZE; SYSTEMS;
D O I
10.1080/0951192X.2017.1407445
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Traditionally, production scheduling is optimised using objective functions based on punctuality criteria such as earliness and tardiness. However, synchronisation in complicated manufacturing process is always neglected. Due to the lack of synchronisation, severe problems happen frequently such as long holding time and unreasonable setups. Motivated by the practical challenges, the authors are among the first to present the IoT-enabled real-time synchronisation approaches for an automobile standard part factory with the following objectives. First, the synchronisation paradigm is proposed in terms of two dimensions, namely the Horizontal Synchronisation (HSync) for the consistency of batch production progresses within one customer order, and the Vertical Synchronisation (VSync) for the coordination between adjacent processing stages. Second, the IoT-enabled synchronisation mechanisms using rule-based heuristics and real-time production data is presented. Third, an advanced planning and scheduling (APS) system framework is developed to automatically implement the synchronisation mechanisms. Finally, the effectiveness of the synchronisation mechanisms is verified through a case study.
引用
收藏
页码:624 / 635
页数:12
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