IoT-enabled dynamic lean control mechanism for typical production systems

被引:36
|
作者
Zhang, Kai [1 ,3 ]
Qu, Ting [2 ,3 ]
Zhou, Dajian [4 ]
Thurer, Matthias [2 ,3 ]
Liu, Yang [3 ,5 ]
Nie, Duxian [6 ]
Li, Congdong [1 ,3 ]
Huang, George Q. [3 ,7 ]
机构
[1] Jinan Univ, Sch Management, Guangzhou 510632, Guangdong, Peoples R China
[2] Jinan Univ, Sch Elect & Informat Engn, Zhuhai Campus, Zhuhai 519070, Peoples R China
[3] Jinan Univ, Inst Phys Internet, Zhuhai Campus, Zhuhai 519070, Peoples R China
[4] Guangdong Univ Technol, Guangdong CIMS Prov Key Lab, Guangzhou 510006, Guangdong, Peoples R China
[5] Linkoping Univ, Dept Management & Engn, S-58183 Linkoping, Sweden
[6] South China Agr Univ, Coll Math & Informat, Guangzhou 510642, Guangdong, Peoples R China
[7] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Lean production; Process control; Internet of things; Just in time; Customized production; SERVICE SYSTEM; INDUSTRY; 4.0; MANAGEMENT; TIME; OPTIMIZATION; GATEWAY;
D O I
10.1007/s12652-018-1012-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The emergence and subsequent popularization of lean has been one of the most significant developments in the history of operations management. However, there is a lack of systematic theory on the control framework underlying lean production. It is therefore difficult to conduct more in-depth research on Lean theory, specifically in the context of emerging technologies as smart manufacturing or Industry 4.0. In this study, process control theory is used to re-define several major lean methods and tools. Then a Lean-Oriented Optimum-State Control Theory (L-OSCT) is proposed that integrates these lean methods and tools into optimum-state control theory. On the level of method and mechanism, we adopt a recently emerged synchronization approach to obtain global-wide leanness of a large-scale system. L-OSCT provides dynamic process control in industrial networking systems. At last, a case study in a large-size paint making company in China is used to validate the effectiveness of the approach.
引用
收藏
页码:1009 / 1023
页数:15
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