Monitoring Algorithms for Anomaly Detection - MULTIVARIATE?

0

Do we support MULTIVARIATE ANOMALY DETECTION? I looked at all the Anomaly detectors from Monitron to Lookout seems everything is SINGLE or UNI VARIATE???

1 個回答
0

Hi,

Amazon Lookout for Equipment is a multivariate time series anomaly detection service. This service analyzes the data from the sensors on your equipment (e.g. pressure in a generator, flow rate of a compressor, revolutions per minute of fans), to automatically train a machine learning model for your equipment. Lookout for Equipment builds unique unsupervised ML models to analyze incoming sensor data in real-time and identify early warning signs that could lead to machine or process failures.

Amazon Monitron uses both machine learning (clustering capabilities using both vibration and temperature data) and ISO for vibration analysis.

Hope this helps,

profile pictureAWS
已回答 1 年前

您尚未登入。 登入 去張貼答案。

一個好的回答可以清楚地回答問題並提供建設性的意見回饋,同時有助於提問者的專業成長。

回答問題指南