All detection cases
Solar · 03

Pyranometer Drift Analysis

PR is a ratio. Drift the denominator and you manufacture a problem that isn't there — or hide one that is.

AssetSolar PV
Data usedRedundant sensors + DC current
MethodThree-way cross-check
SignatureOne-way divergence
OutputCalibration priority list
Sensor A — tracks referenceSensor B — consistently low, whole rangeReference irradiance (W/m²) →
Two sensors in the same plane of array. One tracks the reference; one reads consistently low across the whole irradiance range — that is drift, not weather. Illustrative.

The challenge

Performance ratio divides measured generation by measured irradiance. That makes the pyranometer as consequential as the plant itself — and pyranometers soil, age and drift.

A sensor reading high depresses PR and triggers investigations into plants that are performing perfectly well. A sensor reading low inflates PR and conceals genuine degradation. Both failure modes cost money, and neither announces itself.

The approach

Each sensor is cross-checked three ways: against its redundant pair in the same plane of array, against a clear-sky model on cloud-free days, and against the plant's own aggregate DC current.

Weather moves all references together. Drift does not. Consistent one-way divergence across the whole irradiance range — not just at the extremes — is the signature that separates a failing instrument from a cloudy afternoon.

  • Cross-check each sensor against its redundant pair
  • Compare against a clear-sky model on cloud-free days
  • Validate against the plant's own aggregate DC current
  • Test for one-way divergence across the full irradiance range
  • Rank sensors by drift magnitude for calibration

The outcome

Drift-corrected irradiance and a calibration priority list — so PR trends describe the plant rather than the sensor watching it.

  • Irradiance baseline corrected for measured drift
  • False investigations into healthy plants avoided
  • Genuine degradation no longer concealed by an optimistic sensor
  • PR becomes defensible in front of a board
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Curious what this would find in your portfolio?

A diagnostic runs across a representative slice and establishes the baseline before any build commitment.