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Solar performance analysis

Independent technical analysis of utility-scale PV plants.

sunalysis llc finds out what a solar plant is really producing and why. Founded by electrical engineer Michelle Propst, it identifies DC system losses, verifies capacity, and quantifies the financial impacts that matter for owners, lenders, and investors.

Your solar plant deserves a sunalysis.

25+ yearsin engineering
15+ yearsanalyzing PV system performance
6 servicesacross the plant lifecycle, pre-COD to repowering

Why independent analysis

Three things set a sunalysis engagement apart.

Independent

Objective analysis for owners, lenders, and investors.

Data-driven

Engineering analysis using real operational data and performance modeling.

Utility-scale

Specialized in large photovoltaic power plants and DC system diagnostics.

How sunalysis works

From raw data to actionable findings.

  1. 01

    Data analysis

    Ingest SCADA, meter, and weather data.

  2. 02

    Modeling

    Build expected performance baselines.

  3. 03

    Loss ID

    Isolate and quantify each loss category.

  4. 04

    Reporting

    Clear, defensible technical reports.

Example solar plant performance dashboard comparing actual and expected power output, performance ratio, availability, and curtailment losses

Results that matter

Representative engagements showing how independent analysis drives better outcomes.

Causal inference

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.

+5.6%
measured performance ratio uplift (p < 0.0001)
Read on the case studies page
Mismatch analysis

Single-MPPT mixed-module mismatch

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.

10.4 GWh
annual mismatch loss and safety risk quantified
Read on the case studies page
Warranty claim

PV string degradation analysis

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.

95 / 157
strings verified with degradation exceeding the warranty threshold
Read on the case studies page
Michelle Propst in a hard hat and rain jacket at a utility-scale solar plant

Founder

Michelle Propst

Michelle founded sunalysis to give asset owners, lenders, and investors independent performance analysis of utility-scale PV plants. Her career runs from semiconductor engineering at Intel, to thin-film module characterization at Abound Solar, to founding the third-party PV test lab Pearl Laboratories, to directing field applications engineering at a PV power-electronics company.

Read Michelle’s background

Who sunalysis works with

  • Asset owners and independent power producers
  • Operations and maintenance providers
  • Engineering, procurement and construction (EPC) firms
  • Project lenders and investors
  • Solar asset buyers and sellers

Let’s get a pulse on your plant.

If your plant is underperforming or you need independent analysis, email sunalysis with your plant size and what’s going on.