Wind Turbine Condition Monitoring

Your turbines.
Watched around the clock.

SpinScope is an autonomous AI agent that monitors every turbine in your fleet, catches anomalies before they become failures, and alerts your team before the expensive call-out happens.

Turbine T-07 Normal
Turbine T-12 Bearing temp rising
Turbine T-03 Normal
Predictive alert T-12 gearbox temp spike. Predicted failure in 72h. Maintenance window: Thursday.
$25B Global wind O&M market
3–4 Unplanned failures per turbine per year
60% Of failures are predictable from SCADA data
72h Average early warning window with SpinScope

How it works

From raw SCADA data to actionable intelligence — automatically

01

Connect

SpinScope ingests 10-minute SCADA resolution data via CSV import or direct API. Power output, wind speed, bearing temps, rotor RPM — whatever your turbines log, SpinScope learns it.

02

Learn

Using ensemble ML models (XGBoost, Random Forest) trained on normal operating conditions, SpinScope builds a behavior baseline specific to each turbine in your fleet.

03

Alert

When a signal deviates beyond the anomaly threshold, SpinScope sends a daily digest email: which turbine, what changed, predicted failure window, recommended action.

04

Protect

Operators use the early warning to schedule maintenance during low-wind windows — converting reactive call-outs into planned interventions with parts already on order.

What SpinScope watches

Every signal that predicts failure

Gearbox Temperature

Rising oil or bearing temps are the #1 precursor to gearbox failure. SpinScope tracks the slope, not just the threshold.

Capacity Factor Drift

A turbine producing 5% below its weather-adjusted baseline often has a degradation problem weeks before alarms trigger.

Rotor RPM Variance

Sudden changes in rotor speed under constant wind indicate mechanical load distribution problems — blades, pitch, or drivetrain.

Power Curve Deviation

Mismatch between expected and actual power at given wind speeds is a strong indicator of blade erosion or control system degradation.

Yaw Misalignment

Extended periods of off-axis yaw increase asymmetric load on the drivetrain. SpinScope flags extended events for inspection.

Grid Event Recovery

Extended restart sequences after grid disconnect events can indicate generator or power electronics faults requiring attention.

Unplanned downtime has a cost.
SpinScope ends it.

Built for wind farm operators who know the difference between a turbine running and a turbine healthy. No dashboards to check. No analyst to hire. Just a daily alert when something needs attention.

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"We have SCADA data. We just don't have anyone watching it." — Every wind farm operator, every night shift