AssetOpsBench

Gathers live sensors, failure modes, and maps their relevance for diagnostics and root-cause insights.

Verifies IoT observability and maintenance history, then applies a basic safety clearance check.

Retrieves known failure modes for one explicit asset type or asset name.

Retrieves sensors and failure modes for one explicit asset and maps which sensors can monitor or detect those failures.

Lists available IoT sites and assets for a specified site.

Retrieves historical IoT observations for one explicit asset over an explicit time point or time window.

Retrieves monitored sensors or metrics for one explicit asset at one explicit IoT site.

Retrieves IoT history for one explicit asset and runs integrated TSFM anomaly detection on an explicit dataset path.

Retrieves IoT history for one explicit asset and runs TSFM forecasting on an explicit dataset path.

Runs integrated TSFM anomaly detection on a provided time-series dataset for explicit target columns.

Runs TSFM forecasting on a provided time-series dataset for explicit target columns.

High-level workflow that confirms Chiller 6 exists at the MAIN site and retrieves curated failure modes for the chiller.

High-level workflow that confirms Chiller 6 exists at the MAIN site and retrieves all sensors associated with the asset.

High-level workflow that gathers sensors, failure modes, and recent work orders for pump seal inspection.