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Solar Operations Excellence
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1 contribution to Solar Operations Excellence
3d •
Getting started with Data Science for solar O&M
Hi everyone, I’m glad I had the chance to meet Calin in person, and through his invitation I joined this community. I’m excited to learn more about Data Science as a complementary skill for solar O&M and operations. My background is in DevOps and automation, and my goal is to gradually add data analysis capabilities. I’m especially interested in data modeling, PV performance calculations, and practical analytics used in real plants. If you have recommended courses, learning paths, or hands-on ideas, I would really appreciate your input. Thanks a lot, Daniel
3 likes • 1d
Hi Daniel, As Marios stated before, I also believe that PVlib is the best place to start. You can find some open-source PV system time-series datasets along with irradiance data here: Monitoring Data TRUST-PV Bifacial HJT SAT Plant, Bolzano, Italy. This paper may also guide you in the right direction regarding unsupervised O&M and failure-detection practices. Failure diagnosis and trend‐based performance losses routines for the detection and classification of incidents in large‐scale photovoltaic systems - Livera - 2022 - Progress in Photovoltaics: Research and Applications - Wiley Online Library
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Active 13h ago
Joined Nov 11, 2025
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