基于集成学习的通用设备技术状态实时监控

Wei Zhang, Xiaowei Zhang, Wen Dong, Wenshi Wang, Yucai Dong
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引用次数: 0

摘要

充分发挥军事物联网和装备云平台的优势,利用历史积累数据,融合多基分类器和元分类器,建立通用装备状态监测的Stacking模型,实现对装备技术状态的实时监控,为精准规划安全任务、安排各级维护活动提供数据依据。并为设备管理和维修决策提供技术支持。
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Real-time Monitoring of the Technical Status of General Equipment Based on Integrated Learning
Giving full play to the advantages of the military Internet of Things and equipment cloud platform, using historical accumulated data and fusing multiple base classifiers and meta-classifiers, a Stacking model for generic equipment status monitoring is established, realizing real-time monitoring of equipment technical status, providing a data basis for accurate planning of security tasks and arranging maintenance activities at all levels, and providing technical support for equipment management and maintenance decisions.
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