日本語フィールド
著者：Satoru Goto and Kenta Tsukamoto題名：On-line Residual Life Prediction Including Outlier Elimination for Condition Based Maintenance発表情報：International Journal of Innovative Computing, Information and Control 巻: 8 号: 3(B) ページ: 2193-2202キーワード：On-line prediction, Outlier elimination, Deterioration prediction, Residual life prediction, Condition based maintenance概要：抄録：A method of on-line residual life prediction is proposed for condition based maintenance of industrial equipment. With on-line monitoring of condition of the indus- trial equipment, the residual life is evaluated by using on-line prediction of the equipment deterioration. The deterioration prediction is based on an on-line identification of the mathematical model of deterioration process. To improve the accuracy of the deteriora- tion prediction, outlier elimination technique is introduced. The proposed method was applied to actual data of rotating equipment in a thermal power plant and the results verified the effectiveness of the proposed method.英語フィールド
Author：Satoru Goto and Kenta TsukamotoTitle：On-line Residual Life Prediction Including Outlier Elimination for Condition Based MaintenanceAnnouncement information:International Journal of Innovative Computing, Information and Control Vol: 8 Issue: 3(B) Page: 2193-2202Keyword：On-line prediction, Outlier elimination, Deterioration prediction, Residual life prediction, Condition based maintenanceAn abstract：A method of on-line residual life prediction is proposed for condition based maintenance of industrial equipment. With on-line monitoring of condition of the indus- trial equipment, the residual life is evaluated by using on-line prediction of the equipment deterioration. The deterioration prediction is based on an on-line identification of the mathematical model of deterioration process. To improve the accuracy of the deteriora- tion prediction, outlier elimination technique is introduced. The proposed method was applied to actual data of rotating equipment in a thermal power plant and the results verified the effectiveness of the proposed method.