Edge Telemetry Lakehouse | Executive Scorecard & TimesFM-3 Predictive RUL

Overall Fleet Health

81.9/100

NORMAL OPERATIONS

Imminent Outage Risk

GEV-TURB-03

Remaining Life: ~142 Hours (5.9 Days)

Prevented Downtime ROI

$1.45M

Estimated Savings vs. Unplanned Outage

Target Plants Active

3 Hubs

Greer, Greenville, Spartanburg SC

TimesFM-3 Foundation Forecast: GEV-TURB-03-GVL Degradation & Critical Breach Horizon 30-DAY AI PREDICTION HORIZON

Fleet Equipment Operational Health & TimesFM Remaining Useful Life (RUL)

Equipment ID	Machine Type	Facility Hub	Vibration RMS	Bearing Temp	Health Score	Est. Remaining Life (RUL)	Operational Directive
BMW-ROBOT-KUKA-101	AMR Robotic Arm	Greer, SC	1.42 G	52.1 °C	90.8 / 100	2,400 hrs (~100.0d)	HEALTHY
BMW-AMR-FLEET-204	AMR Material Handler	Greer, SC	1.38 G	51.8 °C	91.2 / 100	2,650 hrs (~110.4d)	HEALTHY
MICH-PRESS-MARC-01	Tire Curing Press	Greenville, SC	1.84 G	171.2 °C	87.5 / 100	1,850 hrs (~77.1d)	HEALTHY
MICH-EXTRUDER-03	Elastomer Extruder	Greenville, SC	2.65 G	182.4 °C	74.1 / 100	380 hrs (~15.8d)	MAINTENANCE_WARNING
GEV-TURB-01-GVL	HA Gas Turbine	Greenville, SC	2.12 G	96.2 °C	89.4 / 100	1,200 hrs (~50.0d)	HEALTHY
GEV-TURB-03-GVL	HA Gas Turbine	Greenville, SC	4.15 G	128.5 °C	48.2 / 100	142 hrs (~5.9d)	CRITICAL_ACTION_REQUIRED
DMG-CNC-5AXIS-301	5-Axis CNC Mill	Spartanburg, SC	1.15 G	48.3 °C	92.1 / 100	3,100 hrs (~129.2d)	HEALTHY

Edge Telemetry Lakehouse: Executive Scorecard