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- W4313854551 abstract "In railway vehicles, air compressor operates and stops aperiodically according to the pressure usage. LSTM-AE and anomaly score can be used to detect abnormality of an air compressor using time-series measurement data. However, it is hard to detect abnormal symptom in a short-term, without considering tendency of time-series data, because slight abnormal symptom occurs repetitively in the system if there is little failure. In this paper, a smoothing method using anomaly-score-moving average (ASMA) is proposed for anomaly detection from time-series measurement data. LSTM-AE model is trained from actual air compressor data at a railway vehicle and ASMA-based anomaly detection is performed using abnormal data." @default.
- W4313854551 created "2023-01-10" @default.
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- W4313854551 date "2022-11-27" @default.
- W4313854551 modified "2023-09-24" @default.
- W4313854551 title "Anomaly Detection of an Air Compressor from Time-series Measurement Data" @default.
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- W4313854551 doi "https://doi.org/10.23919/iccas55662.2022.10003763" @default.
- W4313854551 hasPublicationYear "2022" @default.
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