AI and ML Applications for PV Reliability and System Performance

Research output: NRELPoster


This poster discusses AI and ML topics in PV reliability and system performance. In particular, automated metadata extraction and QA for fielded solar installations is covered for the PV Fleets Project. Additionally, statistical learning topics for the PVInsight Project are addressed, as well as development of the PV Validation Hub.
Original languageAmerican English
PublisherNational Renewable Energy Laboratory (NREL)
StatePublished - 2023

Publication series

NamePresented at the 2023 SETO Workshop on the Solar Applications of Artificial Intelligence and Machine Learning, 31 October - 1 November 2023, Alexandria, Virginia

NREL Publication Number

  • NREL/PO-5K00-87931


  • algorithm
  • analytics
  • deep learning
  • machine learning
  • solar


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