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SYSTEM AND METHOD FOR UNSUPERVISED ANOMALY DETECTION ON INDUSTRIAL TIME-SERIES DATA
SYSTEM AND METHOD FOR UNSUPERVISED ANOMALY DETECTION ON INDUSTRIAL TIME-SERIES DATA
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机译:工业时间序列数据异常监测的系统和方法
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摘要
The present embodiments related to a machinery failure evaluation system and associated method. The system may receive time-series data associated with a piece of machinery. An anomaly associated with the piece of machinery may automatically be determined by comparing the time-series data with a model associated with the piece of machinery. Furthermore, it may be determined that the anomaly is not a known fault based on performing a lookup of known failure modes. In a case that the anomaly is not a known fault, an alert associated with an unknown failure mode may be transmitted.
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