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Code to Generate Heavy-Duty Electric Truck Depot Load Profiles

Overview:

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

Project Organization:

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

Citation:

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

License:

This code is licensed for use under the terms of the Berkeley Software Distribution 3-clause (BSD-3) license; see LICENSE.

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