发明名称 MAINTENANCE PLANNING AND FAILURE PREDICTION FROM DATA OBSERVED WITHIN A TIME WINDOW
摘要 A system, method and computer program product for predicting a failure of equipment from prior maintenance data of the equipment collected during a time duration estimate a number of preceding failures of the equipment prior to the time duration. The system, method and computer program product construct a model, based on the prior maintenance data, of an impact of an external intervention on a failure of the equipment. The system, method and computer program product construct a model, based on the constructed model of the impact of the external intervention and the estimated number of preceding failures, a replacement policy of the equipment and a probability of a subsequent failure of the equipment in a subsequent time period.
申请公布号 US2013282355(A1) 申请公布日期 2013.10.24
申请号 US201213454743 申请日期 2012.04.24
申请人 HOSKING JONATHAN R. M.;YASHCHIN EMMANUEL;ZHU YADA;INTERNATIONAL BUSINESS MACHINES CORPORATION 发明人 HOSKING JONATHAN R. M.;YASHCHIN EMMANUEL;ZHU YADA
分类号 G06G7/62 主分类号 G06G7/62
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