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.

Key words: cloud-edge-end architecture, parallel simulation, remaining useful life (RUL) prediction, precision maintenance, equipment support

邸彦强, 李婷, 冯少冲, 刘琼瑶, 吕建红, 陈志佳, 张阳, 曹朋飞. 云边端架构的装备精确维修平行仿真系统[J]. 系统仿真学报, 2022, 34(09): 1909-1919.

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.

张强, 曹军海, 宋太亮, 杜海东, 张闯. 基于SIRV病毒传播理论的装备保障网络级联失效分析 [J]. 系统仿真学报, 2020, 32(10): 1847-1853. 李羚玮, 王兵, 曹军海, 张磊, 沈洪. 基于仿真的装备动用与保障效能评估 [J]. 系统仿真学报, 2019, 31(9): 1747-1754. 张强, 曹军海, 宋太亮, 闫旭. 基于合度的装备保障网络节点重要性评估 [J]. 系统仿真学报, 2019, 31(12): 2657-2663. 葛承垄, 朱元昌, 邸彦强, 胡志伟, 董志华. 面向装备RUL预测的平行仿真框架 [J]. 系统仿真学报, 2018, 30(6): 2216-2224. 尹丽丽, 寇力, 范文慧. 基于多Agent的装备保障体系分布式建模与仿真方法 [J]. 系统仿真学报, 2017, 29(12): 3185-3194. 邢彪, 曹军海, 宋太亮, 陈守华. 基于Agent的维修保障仿真系统设计与实现 [J]. 系统仿真学报, 2017, 29(1): 129-135. 谭亚新, 范锐, 肖栋. 基于作战仿真案例推理的陆军装备保障需求测算方法研究 [J]. 系统仿真学报, 2015, 27(9): 2056-2065. 地址：北京142信箱13分箱　邮编：100854
联系电话：010-88527147　E-mail:[email protected]
技术支持：北京玛格泰克科技发展有限公司