Parallel Simulation System of Equipment Precision Maintenance Based on Cloud-Edge-End Architecture

Authors

Yanqiang Di, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;Follow
Ting Li, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;Follow
Shaochong Feng, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;
Qiongyao Liu, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;
Jianhong Lü, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;
Zhijia Chen, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;
Yang Zhang, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;
Pengfei Cao, Shijiazhuang Campus, Army Engineering University, Shijiazhuang 050003, China;

Abstract

Abstract: Aiming at the demands of equipment precision maintenance, based on the previous research results of equipment parallel simulation, the algorithm of equipment remaining useful life (RUL)prediction is optimized and a parallel simulation system for equipment precision maintenance with cloud-edge-end architecture is designed. At the equipment end, the system collects equipment status data and preprocesses it with edge devices. At the cloud end, based on simulation model, in parallel with the equipment entity, the system dynamically predicts the RUL of equipment. The prediction results are applied to the formulation and deduction of equipment maintenance plans to support the equipment precision maintenance.

Recommended Citation

Di, Yanqiang; Li, Ting; Feng, Shaochong; Liu, Qiongyao; Lü, Jianhong; Chen, Zhijia; Zhang, Yang; and Cao, Pengfei (2022) "Parallel Simulation System of Equipment Precision Maintenance Based on Cloud-Edge-End Architecture," Journal of System Simulation: Vol. 34: Iss. 9, Article 1.
DOI: 10.16182/j.issn1004731x.joss.22-0220
Available at: https://dc-china-simulation.researchcommons.org/journal/vol34/iss9/1

First Page

1909

Revised Date

2022-06-25

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.22-0220

Last Page

1919

CLC

TP391.9

Recommended Citation

Yanqiang Di, Ting Li, Shaochong Feng, Qiongyao Liu, Jianhong Lü, Zhijia Chen, Yang Zhang, Pengfei Cao. Parallel Simulation System of Equipment Precision Maintenance Based on Cloud-Edge-End Architecture[J]. Journal of System Simulation, 2022, 34(09): 1909-1919.

Corresponding Author

Ting Li,jxxyliting@163.com

DOI

10.16182/j.issn1004731x.joss.22-0220