Meet PowerUQ team at PVPMC 26 in Albuquerque!
Join us for a discussion on how solar project stakeholders benefit from accurately quantifying and reducing weather uncertainties. We’ll demonstrate how PowerUQ™ makes it possible to generate credible P50 and P90 forecasts for an uncertainty-accounted pro-forma. You’ll also learn how location-appropriate uncertainty is built into the forecasts when using SolarAnywhere® solar resource data.
In this 30-minute webinar, you’ll:
Learn how PowerUQ evaluates millions of scenarios over a project’s lifetime to produce credible, pro-forma ready P50 and P90 generation forecasts.
Understand how project economics can be improved by evaluating the generation impact of site-adaptation studies through the use of high-quality solar resource data.
See a demonstration of PowerUQ and how to take advantage of SolarAnywhere time-series irradiance data to more accurately evaluate resource variability and uncertainty impacts.
PowerUQ presented at PVPMC 2026 in ABQ. Here is a link to our presentation.
A deep dive into the Terabase PlantPredict × PowerUQ integration and what Monte Carlo simulation brings to bankable solar energy reports. Learn how PowerUQ replaces the conventional P50-P90 approach with millions of simulated scenarios across every major uncertainty driver. It captures how these uncertainties interact and compound over the project life. The webinar will include a live walkthrough of the integrated workflow, from PlantPredict energy simulation to PowerUQ uncertainty analysis.
PowerUQ presented at ACP PEAK 2026 in Denver - "Why nominal generation is not P50" .
PowerUQ is now available as a Pro Extension of PlantPredict.
- PlantPredict brings the most accurate and bankable energy model to establish the reference
- PowerUQ simulates millions of scenarios of interacting uncertainty drivers to provide the project lifetime P50 and P90 (or P99)
- The result: a bankable energy report that gives lenders, owner-IPPs, and IEs the full breakdown of impact of reducible vs. irreducible uncertainties. Fix them or factor them in towards building solar portfolios that operate as expected.
Renewable energy firm PowerUQ advocates for the use of Uncertainty Quantification (UQ) in solar project analytics to combat the widespread issue of performance shortfalls. By incorporating a wider range of variables and providing probability scenarios like P50 and P90, UQ aims to make solar generation forecasts more useful and accurate over a project’s long lifespan.
PowerUQ team presented a poster "Transforming Renewable Project Uncertainty with Actionable Financial insights" at RE+ 2025.
PowerUQ team came out of stealth mode and launched PowerUQ at the PV Performance Collaborative workshop annually held by Sandia National Laboratories.
We also had a presented a poster on the need for structured uncertainty methods. See "Publications" below for a link.
Campanelli, M., & Chaudhari, C. (2025, May). Mitigating Model Bias in Conjunction with Variability-Driven Financial Risks in Solar PV Projects. Presented at the Photovoltaic Performance Modeling Collaborative (PVPMC) Workshop.
C. D. Chaudhari and M. Campanelli, "Quantifying Impact of Model Uncertainty and Weather Variability on Solar Generation," 2025 IEEE 53rd Photovoltaic Specialists Conference (PVSC), Montreal, QC, Canada, 2025, pp. 1684-1684, doi: 10.1109/PVSC59419.2025.11132999.