What it does
Forecasting the solar power by each farm
How we built it
Used Auto ML that is provided by Azure. Additionaly, we also used Facebook Prophet to predict the data
Challenges we ran into
- Clean the weather data.
- Auto ML takes at least 20 mins to run a single solar farm, so we don't have enough time to run everything.
Accomplishments that we're proud of
Join the hackathon till the end. Worked on real world project. Worked on short time. Cleaned messy data
What we learned
Learned Azure and used Auto ML to forecast data
What's next for AI for Good: Solar Power Generation Prediction
Continue collecting data
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