Xiaoxin Chen, P. Qian, Chen Li, W. He, Wenhao Wang, Xianjun Shao
{"title":"基于风险评估的电力设备维修策略优化","authors":"Xiaoxin Chen, P. Qian, Chen Li, W. He, Wenhao Wang, Xianjun Shao","doi":"10.1145/3386415.3387007","DOIUrl":null,"url":null,"abstract":"The traditional maintenance method for power equipment is likely to cause over-maintenance or insufficient maintenance, resulting in huge waste of human and material resources. Consequently, risk based maintenance has been developed as a new maintenance method to meet the needs of the smart grid. This paper proposes a novel risk assessment method for power equipment based on health index and historical failure data, which overcomes the limitations of using single feature for risk assessment. Based on the proposed risk assessment method, an optimized maintenance strategy for power equipment is established, which greatly improves the efficiency and effectiveness of equipment maintenance.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimized Power Equipment Maintenance Strategy Based on Risk Assessment\",\"authors\":\"Xiaoxin Chen, P. Qian, Chen Li, W. He, Wenhao Wang, Xianjun Shao\",\"doi\":\"10.1145/3386415.3387007\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The traditional maintenance method for power equipment is likely to cause over-maintenance or insufficient maintenance, resulting in huge waste of human and material resources. Consequently, risk based maintenance has been developed as a new maintenance method to meet the needs of the smart grid. This paper proposes a novel risk assessment method for power equipment based on health index and historical failure data, which overcomes the limitations of using single feature for risk assessment. Based on the proposed risk assessment method, an optimized maintenance strategy for power equipment is established, which greatly improves the efficiency and effectiveness of equipment maintenance.\",\"PeriodicalId\":250211,\"journal\":{\"name\":\"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering\",\"volume\":\"12 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3386415.3387007\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3386415.3387007","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimized Power Equipment Maintenance Strategy Based on Risk Assessment
The traditional maintenance method for power equipment is likely to cause over-maintenance or insufficient maintenance, resulting in huge waste of human and material resources. Consequently, risk based maintenance has been developed as a new maintenance method to meet the needs of the smart grid. This paper proposes a novel risk assessment method for power equipment based on health index and historical failure data, which overcomes the limitations of using single feature for risk assessment. Based on the proposed risk assessment method, an optimized maintenance strategy for power equipment is established, which greatly improves the efficiency and effectiveness of equipment maintenance.