Abnormality detection method and device for transformer monitoring data
A technology for monitoring data and anomaly detection, applied in the computer field, can solve the problems of large interference in the selection of sample sets, insufficient research on different types of abnormal patterns, and reduced recognition effect, so as to avoid limitations.
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[0060]In order to make the purpose, technical solution and advantages of the present application clearer, the technical solution of the present application will be clearly and completely described below in conjunction with specific embodiments of the present application and corresponding drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
[0061] Aiming at the shortcomings of existing abnormal data detection methods, the present invention proposes a diagnostic strategy for reliably distinguishing valid abnormal points and invalid abnormal points on the basis of effectively identifying abnormal data points.
[0062] An invalid outlier refers to an outlier that has a large difference betwe...
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