Use Case · Utility-Scale Solar
TruePV

Thermal discovery of every lost megawatt.

A solar farm can have hundreds of thousands of panels. When they degrade, they underperform — dragging down yield. TruePV provides continuous module-level visibility of exactly where and why energy is being lost, turning invisible problems into actionable insights.

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400 GW
lost worldwide annually
The Problem

25% of a solar farm's output is quietly lost.

Failing panels and string-level issues are nearly impossible to pinpoint at scale. Sending crews to search vast sites for a few faulty modules isn't cost-effective, so losses simply accumulate — undermining the project finance assumptions the plant was built on.

Captured globally, this lost capacity equals 40% of the renewable additions the world needs each year to meet 2050 Net Zero targets. The fix isn't more panels. It's seeing the ones already in the field.

Thermal image of solar panels showing hot spots
Thermal · Live
The TruePV Difference

Continuous, granular, economic.

Continuous Thermal Fingerprint

Captures the evolving thermal signature of every module across the day, season and lifetime — not isolated drone snapshots.

Module-Level Identification

Pinpoints faults to the exact module, string and inverter — turning days of investigation into minutes.

Smart Fix-vs-Defer Guidance

Quantifies the yield and revenue impact of each fault so O&M crews work the highest-return tickets first.

Captures Peak Stress Events

Records the rare, transient thermal events that explain long-term degradation — invisible to periodic inspections.