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
相关论文
共 50 条
  • [41] Editorial for the Special Issue on IoT-enabled Wireless Biomedical Systems and Sensors
    Marriwala N.
    Jain S.
    Measurement: Sensors, 2023, 27
  • [42] Interpretable Heart Disease Detection Model for IoT-Enabled WBAN Systems
    Olatinwo, Damilola D.
    Abu-Mahfouz, Adnan M.
    Hancke, Gerhard P.
    Myburgh, Hermanus C.
    IEEE SENSORS JOURNAL, 2025, 25 (03) : 5457 - 5469
  • [43] An IoT-enabled device for remotely monitoring and controlling solar photovoltaic systems
    Srinivasan, P.
    Kannan, K.
    EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2025, 12 (01): : 1 - 11
  • [44] IoT-Enabled Water Distribution Systems-A Comparative Technological Review
    Velayudhan, Nibi Kulangara
    Pradeep, Preeja
    Rao, Sethuraman N.
    Devidas, Aryadevi Remanidevi
    Ramesh, Maneesha Vinodini
    IEEE ACCESS, 2022, 10 : 101042 - 101070
  • [45] Resource Allocation Optimization in IoT-Enabled Water Quality Monitoring Systems
    Olatinwo, Segun O.
    Joubert, Trudi H.
    SENSORS, 2023, 23 (21)
  • [46] Challenges and Solutions of Surveillance Systems in IoT-Enabled Smart Campus: A Survey
    Anagnostopoulos, Theodoros
    Kostakos, Panos
    Zaslavsky, Arkady
    Kantzavelou, Ioanna
    Tsotsolas, Nikos
    Salmon, Ioannis
    Morley, Jeremy
    Harle, Robert
    IEEE ACCESS, 2021, 9 : 131926 - 131954
  • [47] A Modeling Domain-Specific Language for IoT-enabled Operating Systems
    Gomes, T.
    Lopes, P.
    Alves, J.
    Mestre, P.
    Cabral, J.
    Monteiro, J. L.
    Tavares, A.
    IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 3945 - 3950
  • [48] LBlockchainE: A Lightweight Blockchain for Edge IoT-Enabled Maritime Transportation Systems
    Jiang, Yu
    Xu, Xiaolong
    Gao, Honghao
    Rajab, Adel D.
    Xiao, Fu
    Wang, Xinheng
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (02) : 2307 - 2321
  • [49] IoT-enabled dependable control for solar energy harvesting in smart buildings
    Ha, Quang
    Phung, Manh Duong
    IET SMART CITIES, 2019, 1 (02) : 61 - 70
  • [50] AN IoT-ENABLED DESIGN FOR REAL-TIME WATER QUALITY MONITORING AND CONTROL OF GREENHOUSE IRRIGATION SYSTEMS
    ARDIANSAH, Irfan
    CALIBRA, Ryan Ganesha
    BAFDAL, Nurpilihan
    BONO, Awang
    SURYADI, Edy
    NURHASANAH, Siti
    INMATEH - Agricultural Engineering, 2023, 68 (03): : 417 - 426