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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