Code developed to generate heavy-duty electric truck depot load profiles for the study, "Heavy-Duty Truck Electrification and the Impacts of Depot Charging on Electricity Distribution Systems", by Borlaug et al., published in 2021. This software is provided as-is without dedicated support. The programming environment for this study may be reproduced with conda (installed via the Anaconda website):
conda env create -f environment.yml
To activate the environment:
conda activate hdev-depot-charging-2021
hdev-depot-charging-2021/
├── data/
│ ├── fleet-schedules/ <- op. summaries for fleets studied
│ │ ├── fleet1-beverage-delivery/
│ │ │ ├──veh_op_days.csv <- vehicle operating day summaries
│ │ │ ├──veh_schedules.csv <- on/off-shift vehicle schedules
│ │ │
│ │ ├── fleet2-warehouse-delivery/
│ │ │ ├──veh_op_days.csv <- ...
│ │ │ ├──veh_schedules.csv <- ...
│ │ │
│ │ ├── fleet3-food-delivery/
│ │ ├──veh_op_days.csv <- ...
│ │ ├──veh_schedules.csv <- ...
│ │
│ ├── outputs/ <- sim. 1s & agg. 15-min daily load profiles
│
├── figures/ <- plotting output dir
│
├── notebooks/ <- Jupyter notebooks
│ ├── demo.ipynb <- demonstrates code use
│
├── src/ <- source code
├── depot_charging.py <- generate/plot/aggregate load profiles
Borlaug, B., Muratori, M., Gilleran, M. et al. Heavy-duty truck electrification and the impacts of depot charging on electricity distribution systems. Nat Energy 6, 673–682 (2021). https://doi.org/10.1038/s41560-021-00855-0
This code is licensed for use under the terms of the Berkeley Software Distribution 3-clause (BSD-3) license; see LICENSE.