INDUSTRYNORTH / Wind
Separate changing weather from developing equipment problems. Help your team prioritize the turbines and components that need investigation.
01 / THE CORE PACKAGE
Start with the assets and data that matter. We agree on scope and success criteria before building.
Data assessment, model validation, and delivery into your tools: Power BI, Tableau, custom applications or CMMS.
Optional modules selected for value and data readiness.
Yaw and pitch performance analysis
Icing and derating classification
CMS vibration diagnostics
Maintenance campaign planning
SCADA power, wind, ambient and component temperatures, operating states, alarms and maintenance history. Vibration diagnostics require CMS measurements.
A temperature deviation is an investigation signal. Confirm causes with maintenance evidence; validate failure predictions against labeled historical events.
02 / WHAT A FINDING LOOKS LIKE
The gearbox ends 9.2°C above its illustrative expected temperature at comparable operating conditions.
ILLUSTRATIVE EXAMPLE · NOT A CLIENT RESULTSynthetic measurements and an illustrative expected profile. Select a point to inspect its values.
| Time | Expected (°C) | Observed (°C) |
|---|---|---|
| D1 | 57 | 57.3 |
| D2 | 58.3 | 58.6 |
| D3 | 59 | 59.3 |
| D4 | 58.7 | 59 |
| D5 | 57.7 | 58.9 |
| D6 | 56.3 | 58.6 |
| D7 | 55.3 | 58.8 |
| D8 | 55 | 59.6 |
| D9 | 55.7 | 61.5 |
| D10 | 57 | 63.9 |
| D11 | 58.3 | 66.4 |
| D12 | 59 | 68.2 |
Illustrative power points after air-density and operating-state normalization; not an OEM guarantee curve.
| Wind speed · m/s | Expected (kW) | Observed (kW) |
|---|---|---|
| 4 | 100 | 102 |
| 5 | 200 | 204 |
| 6 | 380 | 370 |
| 7 | 620 | 610 |
| 8 | 980 | 925 |
| 9 | 1,390 | 1,290 |
| 10 | 1,840 | 1,660 |
| 11 | 2,300 | 2,050 |
| 12 | 2,500 | 2,250 |
03 / FROM EVIDENCE TO DECISION
Explore each stage. See the sources, the proposal, and the point where your team decides.
OPERATIONS INTELLIGENCESIMULATIONThe gearbox ends 9.2°C above its illustrative expected temperature at comparable operating conditions.
Synthetic measurements and an illustrative expected profile. Select a point to inspect its values.
Keep the investigation you know: operating evidence, retrieved manuals and a reviewed maintenance draft.
Evidence connected
Evidence connected
Evidence connected
Sample documents prepared for this demonstration.
A persistent thermal deviation warrants review of the cooling circuit and lubrication history.
A cooling-system inspection was recorded during the last intervention.
The temperature diverges at comparable load. Review cooling and lubrication history [1][2], then inspect supporting signals. This is an investigation hypothesis, not a confirmed diagnosis.
The proposal retains its supporting data and documents.
A maintenance investigation is ready to plan.
Evidence reviewed · proposal prepared
Illustrative data · sample documents · simulated workflow. These are not client results.
The gearbox ends 9.2°C above its illustrative expected temperature at comparable operating conditions.
The temperature diverges at comparable load. Review cooling and lubrication history [1][2], then inspect supporting signals. This is an investigation hypothesis, not a confirmed diagnosis.
A maintenance investigation is ready to plan.
04 / MANAGED ANALYTICS
Equipment changes. Sensors drift. Operations evolve. We keep models aligned with that reality.
See model care in action ↗