String-level MPP retrofit validation
Applied a Difference-in-Differences (DiD) econometric framework to 586 daily SCADA observations, isolating a statistically significant performance ratio improvement attributable to string-level MPP tracking.
Case studies
Three representative, anonymized engagements. In each, sunalysis worked from plant SCADA data to a quantified, defensible finding: a validated performance-ratio uplift, a mismatch loss with a safety risk, and a warranty-grade degradation result.
Applied a Difference-in-Differences (DiD) econometric framework to 586 daily SCADA observations, isolating a statistically significant performance ratio improvement attributable to string-level MPP tracking.
Modeled mixed thin-film and c-Si strings across multiple inverter blocks. Quantified Year 1 mismatch losses and identified a 3.2 A reverse circulating current safety risk during inverter shutdown.
Conducted string-level degradation analysis on 3.4M SCADA data points over 6 years. Quantified systemic degradation averaging −2.10%/yr, showing that 95 of 157 strings exceeded the warranty limit.
If your plant is underperforming or you need independent analysis, email sunalysis with your plant size and what’s going on.