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.