发明名称 Novelty detection
摘要 A method and apparatus for detecting an abnormality in e.g. in operating characteristics or function of a machine, apparatus or system, the method including providing a data sample set comprising n values of a measured physical parameter associated with the apparatus or system generated by repeating a measurement of the physical parameter n times. An extremal measured parameter value is selected from amongst the data sample set, determining a probability of observing the selected parameter value (e.g. of observing a value not exceeding the selected parameter value) by applying the selected parameter value to an extreme value probability distribution function having a location parameter and a scale parameter. The value of the location parameter and the value of the scale parameter are each constructed using an integer value m (e.g. notionally representing the size of a sub-sample data set comprising m of said measured parameter values) in which m is less than n (i.e. m<n). A conditional indication is given that the selected parameter value is abnormal according to the value of the probability.
申请公布号 US2009187381(A1) 申请公布日期 2009.07.23
申请号 US20080216872 申请日期 2008.07.11
申请人 ROLLS-ROYCE PLC;OXFORD BIOSIGNALS LIMITED 发明人 KING DENNIS M.;CLIFTON DAVID;TARASSENKO LIONEL;KING STEPHEN P.;ANUZIS PAUL;SLATER ROBERT W.
分类号 G06F17/18;G06F15/00 主分类号 G06F17/18
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