Predicting Future Solar Power Output from NOAA Weather Data

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  convariance matrix

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  Predicted vs actual

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Inspiration

We want Jacksonville to become a prime example of sustainable power.

What it does

We use historical weather data to predict power output

How we built it

Data courtesy of NOAA, JEA, and our python wizardry.

Challenges we ran into

Cleaning and formats data.

Accomplishments that we're proud of

Obtaining R2 values for our model

What we learned

How to clean and format data. Validating models

What's next for Predicting Future Solar Power Output from NOAA Weather Data

Validate our model against are largest testing

Built With

• azure
• pandas
• python