Real-time Monitoring of the Technical Status of General Equipment Based on Integrated Learning

Wei Zhang, Xiaowei Zhang, Wen Dong, Wenshi Wang, Yucai Dong
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Abstract

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.
基于集成学习的通用设备技术状态实时监控
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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