Automated Analytics

Automated Analytics are performed by AVEVA Insight based on unsupervised machine learning. AVEVA Insight begins learning your data as soon as you upload it with no user interaction required. After a period of time, AVEVA Insight will publish news stories to the news feed as it detects anomalies with the data based on the operating conditions witnessed in the initial training period. AVEVA Insight may generate the following types of automated analytics news stories:

• Value high/low

• Data source flatline and tag flatline

• Tags relate differently

• Cycle time high/low

• Comment

• Variation high/low

• Visual anomaly

For the creation of custom anomaly detection models powered by supervised machine learning, see Guided Analytics.