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Online monitoring and collaborative scheduling method for wheelset cyber-physical production system: A wheelset manufacturing system case study from a Chinese high-speed train enterprise.

Authors :
Bo, Hongguang
Han, Peng
Lu, Bo
Zhao, Can
Wang, Xingmian
Source :
Advanced Engineering Informatics. Jan2021, Vol. 47, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

This paper proposes a quick response collaborative scheduling model based on Cyber-Physical Production System (CPPS) online monitoring to address the problem of quick response repair of disruption in the wheelset manufacturing of high-speed train. A Bogie Wheelset Manufacturing System-Quick response collaboration model (WS-QRC) that integrates disruption management and collaborative scheduling is established. An Enhance Neighborhood-Discrete Particle Swarm Optimization (DPSO_ENS) algorithm with extended neighborhood search structure is also designed. We take the data of a high-speed train factory in China as an example to verify the feasibility and superiority of the model and algorithm in this paper. Experimental examples have shown the supplier-led negotiation scheduling model and the improved DPSO algorithm are effective in dealing with the disruption and quick response problem during wheelset production. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14740346
Volume :
47
Database :
Academic Search Index
Journal :
Advanced Engineering Informatics
Publication Type :
Academic Journal
Accession number :
148866832
Full Text :
https://doi.org/10.1016/j.aei.2020.101210