energy-solar

UC Berkeley Analytics Project

Name A forecast of energy consumption, insight into Solar.

Motivation: Interested in energy source and consumption. Motivated by the rise in alternative energy.

Data Source:

• Solar Energy Consumption by the residential sector from U.S. Energy Information Administration (https://www.eia.gov/totalenergy/data/browser/)
• Average Retail Price of Residential Electricity from U.S. Energy Information Administration
• Residential Energy Demand Temperature Index (REDTI) from NOAA National Oceanic and Atmospheric Administration (https://www.ncdc.noaa.gov/societal-impacts/redti/USA)

References:

• Kaggle:
  • https://www.kaggle.com/nathanto/seds-1960-2014F
  • https://www.kaggle.com/sohier/30-years-of-european-solar-generation
• Census:
  • https://www.census.gov/library/publications/2011/compendia/statab/131ed/energy-utilities.html

Process:

• Exploration and Model training described in Energy Solar ppt final version.pdf

Project Contributors

Manuela Machado	Guirlyn Olivar