Publications

Please see my full list of publications.

Data-driven screening for second-life solar modules

Data-driven screening for second-life solar modules

Automated I-V and EL screening improves second-life PV assessment, but ~14% of passing modules still fail insulation safety testing.

Making second-life solar modules safer at scale

Making second-life solar modules safer at scale

Around 15% of performance-qualified used PV modules failed safety testing. We explore scalable pathways for safer second-life solar deployment.

Top