{"title":"基于集成学习的通用设备技术状态实时监控","authors":"Wei Zhang, Xiaowei Zhang, Wen Dong, Wenshi Wang, Yucai Dong","doi":"10.1109/ICCECE58074.2023.10135358","DOIUrl":null,"url":null,"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.","PeriodicalId":120030,"journal":{"name":"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-time Monitoring of the Technical Status of General Equipment Based on Integrated Learning\",\"authors\":\"Wei Zhang, Xiaowei Zhang, Wen Dong, Wenshi Wang, Yucai Dong\",\"doi\":\"10.1109/ICCECE58074.2023.10135358\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":120030,\"journal\":{\"name\":\"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCECE58074.2023.10135358\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCECE58074.2023.10135358","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.