{"title":"A Situation Assessment Model and Its Application Based on Data Mining","authors":"Shouzhi Wei, N. Jin, Xingjie Hui, Hui Liu","doi":"10.1109/ICIF.2006.301732","DOIUrl":null,"url":null,"abstract":"In order to solve effectively the issue of situation assessment of hydroelectric generating units in Jinlin FengMan hydropower plant in China, a general situation assessment model based on data mining is proposed, that is, gathering multi-source data, obtaining knowledge automatically using modified rough set algorithm, and the general situation assessment being realized by utilizing the modified blackboard model in dynamic circumstance. The model has been successfully applied in situation assessment of hydroelectricity digital simulation system of Jilin Fengman. Tests on system show that the proposed model are effective and can be applied widely. This model has solved high complexity, redundancy of rule, and lowered generality of former system","PeriodicalId":248061,"journal":{"name":"2006 9th International Conference on Information Fusion","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 9th International Conference on Information Fusion","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIF.2006.301732","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
In order to solve effectively the issue of situation assessment of hydroelectric generating units in Jinlin FengMan hydropower plant in China, a general situation assessment model based on data mining is proposed, that is, gathering multi-source data, obtaining knowledge automatically using modified rough set algorithm, and the general situation assessment being realized by utilizing the modified blackboard model in dynamic circumstance. The model has been successfully applied in situation assessment of hydroelectricity digital simulation system of Jilin Fengman. Tests on system show that the proposed model are effective and can be applied widely. This model has solved high complexity, redundancy of rule, and lowered generality of former system
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