INDUSTRYNORTH / Utility solar
Know which assets deserve attention, what the lost energy is worth, and which action to investigate first.
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.
Soiling trends and cleaning economics
Tracker and recurring-shading classification
Generation forecasts and thermal-image analysis
Degradation and warranty evidence
Inverter power, DC voltage/current, irradiance, temperature, plant topology and operating states. Combiner models require measurements mapped to each box.
Diagnosis follows the available measurement level. Inverter totals cannot identify an unmeasured string. Model training excludes known faults, clipping and curtailment.
02 / WHAT A FINDING LOOKS LIKE
CB-14 delivers 12% less current than its illustrative expected profile. Comparable boxes stay close to baseline.
ILLUSTRATIVE EXAMPLE · NOT A CLIENT RESULTSynthetic measurements and an illustrative expected profile. Select a point to inspect its values.
| Time | Expected (A) | Observed (A) |
|---|---|---|
| 06:00 | 10 | 8.8 |
| 07:00 | 22 | 19.4 |
| 08:00 | 36 | 31.7 |
| 09:00 | 48 | 42.2 |
| 10:00 | 58 | 51 |
| 11:00 | 64 | 56.3 |
| 12:00 | 66 | 58.1 |
| 13:00 | 63 | 55.4 |
| 14:00 | 56 | 49.3 |
| 15:00 | 45 | 39.6 |
| 16:00 | 32 | 28.2 |
| 17:00 | 18 | 15.8 |
| 18:00 | 6 | 5.3 |
Observed / expected current at comparable conditions. Aggregate box data does not identify a specific string.
| Combiner box | Expected (%) | Observed (%) |
|---|---|---|
| CB-01 | 100 | 99.5 |
| CB-02 | 100 | 100.1 |
| CB-03 | 100 | 100.1 |
| CB-04 | 100 | 99.6 |
| CB-05 | 100 | 99 |
| CB-06 | 100 | 98.8 |
| CB-07 | 100 | 99.3 |
| CB-08 | 100 | 100 |
| CB-09 | 100 | 100.2 |
| CB-10 | 100 | 99.8 |
| CB-11 | 100 | 99.1 |
| CB-12 | 100 | 98.8 |
| CB-13 | 100 | 99.1 |
| CB-14 | 100 | 88 |
| CB-15 | 100 | 100.2 |
| CB-16 | 100 | 100 |
03 / FROM EVIDENCE TO DECISION
Explore each stage. See the sources, the proposal, and the point where your team decides.
OPERATIONS INTELLIGENCESIMULATIONCB-14 delivers 12% less current than its illustrative expected profile. Comparable boxes stay close to baseline.
Synthetic measurements and an illustrative expected profile. Select a point to inspect its values.
An agent connects a combiner model to peer behavior, inspection history and a focused investigation.
Evidence connected
Evidence connected
Evidence connected
Sample documents prepared for this demonstration.
Compare persistent current loss with peer measurements before selecting a field inspection.
A prior visit recorded a connector inspection; no string-level measurement is available.
The current deficit persists across the daylight curve [1]. Peer measurements make a site-wide weather change less likely. Review connections and inspection evidence [2]; the model has not confirmed a failed component.
The proposal retains its supporting data and documents.
An evidence pack is ready for a targeted inspection.
Evidence reviewed · proposal prepared
Illustrative data · sample documents · simulated workflow. These are not client results.
CB-14 delivers 12% less current than its illustrative expected profile. Comparable boxes stay close to baseline.
The current deficit persists across the daylight curve [1]. Peer measurements make a site-wide weather change less likely. Review connections and inspection evidence [2]; the model has not confirmed a failed component.
An evidence pack is ready for a targeted inspection.
04 / MANAGED ANALYTICS
Equipment changes. Sensors drift. Operations evolve. We keep models aligned with that reality.
See model care in action ↗