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and Transportation","monthly_downloads":487,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# **ChaProEV**\r\n\r\n\r\n\r\n\r\n\u003ccenter\u003e\r\n\u003cimg src=MOPO_logo_chaproev.svg\u003e\r\n\u003c/center\u003e\r\n\r\n\r\n\r\nThis repository contains the ChaProEV (Charging Profiles of Electric Vehicles)\r\nmodel.\r\n\r\n## Status\r\nThe ChaProEV model is currently released and useable. This version\r\nhas been used in projects and can be used in future projects.\r\nPlease contact the authors below if you have questions or requests to get\r\nmodel runs at some point.\r\n\r\n## Authors and contact\r\nOmar Usmani (Omar.Usmani@TNO.nl)\r\n\r\n\r\n## Licence\r\n\r\nChaProEV is released under the Apache 2.0 license.\r\nAll accompanying documentation and manual are released under the \r\nCreative Commons BY-SA 4.0 license.\r\n\r\n## Requirements\r\n\r\n\r\n(See requirements.txt file for versions (corresponding to Python 3.11.1, which\r\nis the version used for developing and testing the model))\r\n\r\n## Installation and use\r\n\r\n\r\nYou can install ChaProEV with pip:\r\n```\r\npip install ChaProEV\r\n```\r\nAnd then import ChaProEV in your code.\r\nYou can of course use the various functions of ChaProEV, but the general\r\nuse case is to run the model and focus on defining your case through the\r\nscenarios and their variants.\r\nIn that case, the only piece of code you need is as follows (you just need\r\nto put the name of the folder where you put your case scenarios instead of the\r\n'Mopo'  example).\r\n```python\r\nfrom ChaProEV import ChaProEV\r\n\r\nif __name__ == '__main__':\r\n    case_name: str = 'Mopo'\r\n    ChaProEV.run_ChaProEV(case_name)\r\n```\r\nIf you installed ChaProEV with pip, then the requirements\r\nshould be installed as well (see requirements.txt file if you have issues\r\nor use the contact below).\r\nTo run the model, you need to put a ChaProEV.toml configuration\r\nin the folder where you run your model. You also need to have at least one scenario in your scenario/case_name (e.g. scenario/Mopo) folder. A\r\nIf you want to create varaints, then you need to add a case.toml (e.g. Mopo.toml) file in the variants folder and put a variant file in the variants/case (e.g. variants/Mopo) folder. \r\nIf you want to compute fleet-level values and/or do a car owndriveway/street charging split, you need to put some files in the input/case (e.g. input/Mopo) folder.\r\nYou can use the examples provided in this repository. You can also\r\nunzip [this file](https://github.com/TNO/ChaProEV/blob/main/ChaProEV_test_case_configuration_files.zip)\r\ninto your working folder and use 'test_case'  as your case name:\r\n```python\r\nfrom ChaProEV import ChaProEV\r\n\r\nif __name__ == '__main__':\r\n    case_name: str = 'test_case'\r\n    ChaProEV.run_ChaProEV(case_name)\r\n```\r\n\r\n\r\n\r\nFor examples of running ChaProEV and more configuration files,\r\nyou can visit the [ChaProEV runs repository](https://github.com/TNO/ChaProEV_runs).\r\n\r\n## General approach and structure\r\n- Split into scenarios, modules/computations, output profiles\r\n- USer can define a case (series of scenarios) without having to do anything\r\nwith the code. They just need to edit/add scenarios and variants.\r\n\u003ccenter\u003e\r\n\u003cimg src=ChaProEV_workflow.png\u003e\r\n\u003c/center\u003e\r\n\r\n## Documentation\r\n\r\nThe docmentation can be found [here](https://tno.github.io/ChaProEV/)\r\n## **Context, goals, and future developments**\r\n\r\n### **Driver**\r\nThe primary driver for the publication and development of ChaProEV in this\r\nrepository is the participation in the \r\n[Mopo](https://www.tools-for-energy-system-modelling.org/) project (funded from \r\nEuropean Climate, \r\nInfrastructure and Environment Executive Agency under the European Union’s \r\nHORIZON Research and Innovation Actions under grant agreement N°101095998).\r\n\r\n### **Goal**\r\nThe main goal of providing this repository is transparency regarding the \r\nassumptions and computations of the ChaProEV model.\r\n\r\n### **Uses outside Mopo**\r\n\r\n#### **Prior to Mopo**\r\n\r\n1. [Afspraken maken: \r\nVan data tot \r\ninformatie\r\nInformatiebehoeften, datastandaarden en \r\nprotocollen voor provinciale \r\nsysteemstudies – Deel II technische \r\nrapportage. Nina Voulis, Joeri Vendrik, Reinier van der Veen, Alexander Wirtz, Michiel Haan, Charlotte von Meijenfeldt, \r\nEdwin Matthijssen, Sebastiaan Hers, Ewoud Werkman (CE Delft, TNO, Quintel), April 2021](https://cedelft.eu/wp-content/uploads/sites/2/2021/07/CE_Delft_200227_Afspraken_maken_Van_data_tot_informatie_Deel-2.pdf) where a previous version of ChaProEV was used to provide charging profiles of electric vehicles at the province level (for the Dutch proivinces of North Holland and Limburg)\r\n\r\n2. [Elektrisch rijden personenauto's \u0026 logistiek: Trends en impact op het elektriciteitssyteem. Hein de Wilde, Charlotte Smit, Omar Usmani, Sebastiaan Hers (TNO), Marieke Nauta (PBL), August 2022](https://publications.tno.nl/publication/34640002/AVDCKb/TNO-2022-P11511.pdf) where a previous version of ChaProEV was used to identify potential moments where charging electric cars could result in local (i.e. neighbourhood/transformer level) network issues and see if these issues could be solved.\r\n\r\n3. [Verlagen van lokale impact laden elektrisch vervoer: De waarde en haalbarheid van potentiële oplossingen, Charlotte Smit, Hein de Wilde, Richard Westerga, Omar Usmani, Sebastiaan Hers, TNO M12721, December 2022](https://energy.nl/wp-content/uploads/kip-local-impact-ev-charging-final-1.2.pdf) where a previous version of ChaProEV was used to identify and quantify potential solutions to potential local (i.e. neighbourhood/transformer level) issues due to a possible large-scale adoption of electric cars (with illustrative examples for neighbourhoods in ihe cities of Amsterdam and Lelystad).\r\n\r\n4. [TRADE-RES](https://traderes.eu/). A previous version of ChaProEV was used to generate reference charging profiles for a number of European countries, based on statistical differences per country. \r\nResults are in the [TRADE-RES scenario database](https://zenodo.org/records/10829706)\r\n\r\n\r\n\r\n#### **After/during Mopo**\r\n1. I.S. Jimenez, D. Ribó-Pérez, M. Cvetkovic, J. Kochems, C. Schimeczek,\r\nL. de Vries,[Can an energy only market enable resource ade-\r\nquacy in a decarbonized power system? a co-simulation with\r\ntwo agent-based-models](https://www.sciencedirect.com/science/article/pii/S0306261924000783)\r\nApplied Energy 360 (2024) 122695\r\n2. S. Johanndeiter, N. Helistö, J. Kiviluoma, V. Bertsch,  [Price formation\r\nand intersectoral distributional e\u001bects in a fully decarbonised european\r\nelectricity market](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=48874423)\r\n3. Sanchez Jimenez, Ingrid and Johanndeiter, Silke and de Vries, Laurens, Capacity Remuneration Mechanisms for Power Systems in Transition. Available at SSRN: https://ssrn.com/abstract=5196543 or http://dx.doi.org/10.2139/ssrn.5196543\r\n\r\n\r\n#### **Future**\r\nThe ChaProEV will be used in other projects that will be listed here, if deemed\r\nrelevant and apprpriate within the context of these projects.\r\n\r\n\r\n\r\n## Acknowledgments\r\n\u0026nbsp;\r\n\u003chr\u003e\r\n\u003ccenter\u003e\r\n\u003ctable width=500px frame=\"none\"\u003e\r\n\u003ctr\u003e\r\n\u003ctd valign=\"middle\" width=100px\u003e\r\n\u003cimg src=eu-emblem-low-res.jpg alt=\"EU emblem\" width=100%\u003e\u003c/td\u003e\r\n\u003cimg src=MOPO_logo_main.svg width = 25%\u003e\r\n\u003ctd valign=\"middle\"\u003eThis project was partly develop under funding from the \r\nEuropean Climate, \r\nInfrastructure and Environment Executive Agency under the European Union’s \r\nHORIZON Research and Innovation Actions under grant agreement N°101095998.\u003c/td\u003e\r\n\u003ctr\u003e\r\n\u003c/table\u003e\r\n\u003c/center\u003e","funding_links":[],"readme_doi_urls":["http://dx.doi.org/10.2139/ssrn.5196543"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://ost.ecosyste.ms/api/v1/projects/22479","html_url":"https://ost.ecosyste.ms/projects/22479"}