Abnormality determination device

Provided is an abnormality determination device capable of accurately performing abnormality determination even when data having different ambient temperatures are mixed. An abnormality determination device (10) is provided with: a normal data storage unit (113); a diagnostic data storage unit (114)...

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Bibliographic Details
Main Author HADA KEITA
Format Patent
LanguageChinese
English
Published 01.11.2022
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Summary:Provided is an abnormality determination device capable of accurately performing abnormality determination even when data having different ambient temperatures are mixed. An abnormality determination device (10) is provided with: a normal data storage unit (113); a diagnostic data storage unit (114); a correction value derivation unit (105) that finds a feature quantity for each ambient temperature for the normal data, and derives a statistical quantity obtained from the feature quantity as a correction value; a correction value interpolation unit (104) that uses the correction values at the at least two ambient temperatures to calculate, by interpolation, a correction value at the ambient temperature when the diagnostic data is acquired; a normal data correction unit (103) that corrects the feature amount of the normal data using the correction value; a learning unit (242) that learns the feature amount of the corrected normal data as learning data and constructs a learning model; a diagnostic data correctio
Bibliography:Application Number: CN202180021112