Analysis of PepsiCo Data from the NACFE Run On Less Electric Pilot

This repo contains some code to extract the following operational parameters for PepsiCo's Tesla Semi pilot in California using data published here by NACFE from their 2023 Run On Less pilot:

• Charging power
• Extrapolated battery capacity
• Extrapolated truck range
• Energy consumed per mile
• Charging time
• Depth of discharge
• Drive cycles

Download the NACFE Run on Less Data

mkdir tmp
wget https://runonless.com/wp-content/uploads/ROL23-Web-data.zip -O tmp/RoL_Data.zip
unzip tmp/RoL_Data.zip -d tmp/RoL_Data
mv tmp/RoL_Data/"ROL23 Web data"/*.csv data
rm -r tmp

Run the analysis

Download needed python packages

pip install -r requirements.txt 

Execute the analysis code

python source/AnalyzeData_refactored.py

Plots and tables produced by the analysis code should now be available in the tables_messy, plots_messy, and messy_middle_results directories.