Single Component View

The single component page provides detailed insight regarding deviations and failure risks encountered while monitoring. All new anomalies are displayed as deviations until a user labels the item. Once labeled, a deviation becomes a failure risk.

A failure risk is a previously encountered deviation labeled and confirmed by a user.

The following image displays a deviation. If the component is having multiple states, the deviation and failure risk information particular to current active state will be displayed. Once displayed, the deviation will have a set of First Principle (FP) recommendations for the user to select from.

In the following example, FactoryTalk Analytics GuardianAI detected a deviation with a signature indicating pump cavitation or a fluid viscosity change. If the user determines the deviation is incorrect, they can select normal operation or create a new label.

Users can download the raw data of training, deviation, and failure risk of the drive to analyze the data.