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Minimizing Carbon Emission during EV Charging

Python 26.66% Jupyter Notebook 73.34%

carbon_aware_ev_charging's Introduction

Carbon Aware EV Charging

Downloading 2021 data from CAISO regarding carbon emission and power supply data to compute the carbon intensity of grid for EV charging optimization.

Files

Dataset (CAISO Emission data)

Emission Data: http://www.caiso.com/todaysoutlook/pages/emissions.html
- Zip File in this Repo: CAISO_CO2_per_resource_2021.zip
Supply Data: https://www.caiso.com/todaysoutlook/Pages/supply.html
- Zip File in this Repo: CAISO_supply_2021.zip

Consolidate python script

These 2 scripts uses the csv library to iterate through all dates to summarize the year round data in terms of average carbon intensity.

consolidate_co2.py: Consolidate emission data throughout the year of 2021
consolidate_supply.py: Consolidate energy supply data throughout the year of 2021

Visualization

Carbon Intensity Visualization

https://docs.google.com/spreadsheets/d/1brIf13YIAzqOG9SNOqqScco_z9aQ8DBt6TafIYevyAI/edit?usp=sharing

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