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 recommendations for the user to select from. FactoryTalk Analytics GuardianAI detected a deviation with a signature matching pump cavitation or a fluid viscosity change in the following example. If the user believes 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.