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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.
- 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