Data reports
Original analysis of public solar and storage data, with every number reproducible and openly sourced. Read the report, or download the raw dataset behind it.
Can machine learning actually detect solar faults? A benchmark on public data
We trained fault and remaining-useful-life models on four public solar and battery datasets. Here is what worked, what did not, and the exact numbers behind both.
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A working index of the public datasets behind fault detection and degradation modeling in solar and storage: what each covers, how to access it, and which we have benchmarked.
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