Industries · IPPs, hybrid park operators, O&M providers
predictive maintenance for renewable fleets
Alarm floods without foresight; performance loss hidden in averages; BESS thermal and state-of-health risk.
02 · IPPs, hybrid park operators, O&M providers
Wind, solar & storage
Alarm floods without foresight; performance loss hidden in averages; BESS thermal and state-of-health risk.
Modules
Fleet Health3D Site TwinInsights & ROIWork OrdersPlayback
Equipment classes
WindTurbinePhotovoltaicUnitBatteryUnitPowerTransformerInverter collector cables
Reference twins
- Khavda Hybrid RE Park — PS-4 · Gujarat15 MW wind · 5.5 MWdc PV · 10 MW/20 MWh BESS · 45 MW peaker · 400 kV pooling
- Bhadla Solar Park — Block 7 · Rajasthan4 × 3 MWdc bifacial trackers · 33/220 kV pooling
Use case · Catch a gearbox before it takes a turbine down
- 1Nacelle, gearbox and generator telemetry from the park SCADA streams into the twin.
- 2The physics engine compares output against the IEC 61400-12 power curve; health scoring applies ISO 10816 vibration zones.
- 3A streaming z-score anomaly on gearbox_temp_c triggers an INSPECTION recommendation (confidence 0.6+) with the expected avoided cost.
- 4A work order is created and dispatched to the site crew; the 3D twin shows the exact turbine and sensor.
- 5Closure and findings are recorded; the fleet health index and RUL update for the whole class.
Reference: 25 % less downtime and up to 5-year life extension with fleet predictive maintenance.
Why it pays
What changes for your team
- IEC 61400-12 power-curve and ISO 10816 vibration baselines out of the box
- Work orders drafted from anomalies with expected avoided cost
- BESS thermal and state-of-health risk on the same screen as production
See it running on the reference twins — or on a sanitised slice of your own telemetry. Try the live SCADA & 3D demo
Request a demoSee Digital Twin on your own network data.
A 45-minute working session with our grid engineers on a sanitised slice of your topology and telemetry, followed by a scoped 90-day pilot proposal.