Agent-based model of short-term and long-term allocation of electric vehicle charging resources in Netlogo

doi:10.4121/50c0329b-e9e2-4b52-ba4d-51657311f1b6.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/50c0329b-e9e2-4b52-ba4d-51657311f1b6
Datacite citation style:
van der Koogh, Mylene; Chappin, Emile J.L.; Lukszo, Zofia; Heller, Renee (2024): Agent-based model of short-term and long-term allocation of electric vehicle charging resources in Netlogo. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/50c0329b-e9e2-4b52-ba4d-51657311f1b6.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset

The REVCID (Residential Electric Vehicle Charging Infrastructure Development) model is an agent-based model, built in NetLogo 6.4.0. It’s goal is to identify strengths and weaknesses of various roll-out strategies, taking into account residential demand, growth projections, equity and grid limitations.

Parameters from a real case study were used to initialize the model (identify-neighbourhoods.nls)  and parameters should be adjusted to the area of interest when using the model. The netlogo procedures can be found in different files:


  • globals.nls contains the global variables (parameters) used in the model
  • chargepoints-own.nls, transformators-own.nls and admins-own.nls is a list of the parameters within the chargepoint, transformer and policy-maker agents.
  • identify-neighborhoods.nls contains the statistics as derived from external data (such as EVdata and CBS, see references) for each of the 9 selected case study neighborhoods
  • set-parameters-grid.nls sets the charging speed of various charging modes
  • determine-peak.nls adjusts the occupancy rates based on whether the hour of the day is a peak hour, and adds a random chance for higher occupancy
  • grow-demand.nls sets the growth factor of the occupancy rate
  • set-values-for-bs.nls turns the output into reporters that can be saved as csv or table output when running the simulations in Behaviorspace
  • The nlogo file contains the entire model, interface and procedures. The nls files should be imported for the model to work.







history
  • 2024-07-22 first online, published, posted
publisher
4TU.ResearchData
format
Netlogo (.nlogo, .nls)
funding
  • Future Charging (grant code RAAK.PRO03.128) [more info...] NWO
organizations
TU Delft, Faculty of Technology, Policy and Management, Department of Engineering, Systems and Services
Amsterdam University of Applied Sciences, Faculty of Technology, Energy & Innovation

DATA

files (13)