Inspiration
Help ESB develop an algorithm that can more accurately predict load based on type of load and on how heating demands are impacted by the weather.
What it does
Predict the load at individual feeders based on cyclic features.
How I built it
Good features, R and glm()
Challenges I ran into
predix does not like R
Accomplishments that I'm proud of
Nice results
What I learned
More Data Science
What's next for Cyclic Feeder Load Prediction
More Data to reduce overfitting of weather thtough the season features
more accurate predictive model
Supporting decision making with the provided information
Built With
- not-quite-predix
- r
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