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Authors: Alejandro Gonzalez ; Alain Quilliot and Hélène Toussaint

Affiliation: Labex IMOB3, LIMOS Laboratory, UCA/CNRS, Cézeaux Campus, Clermont-Ferrand, France

Keyword(s): Routing, Scheduling, Bilevel Optimization, Machine Learning.

Abstract: We deal here with the routing and scheduling of electric vehicles in charge of performing internal logistic tasks inside some protected area. Some vehicles are provided in energy by a local photo-voltaic facility with limited production/storage capacities and time dependent production rates. In order to avoid importing energy from outside (notion of self consumption) one must synchronize energy consumption and production while minimizing both production and routing costs. Because of the complexity of resulting bi-level optimization model, we handle it while shortcutting the production scheduling level with the help of surrogate estimators, whose values are computed through a pricing mechanism and machine learning devices. According to this purpose we design, implement and test several algorithms and get an evaluation of the potentiality of such surrogate component based approaches. This work was carried on in partnership with national power company EDF, in the context of the PGMO pro gram. (More)

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Paper citation in several formats:
Gonzalez, A.; Quilliot, A. and Toussaint, H. (2023). Synchronizing Vehicle Routing and Photo-Voltaic Production. In Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES; ISBN 978-989-758-627-9; ISSN 2184-4372, SciTePress, pages 127-134. DOI: 10.5220/0011612500003396

@conference{icores23,
author={Alejandro Gonzalez. and Alain Quilliot. and Hélène Toussaint.},
title={Synchronizing Vehicle Routing and Photo-Voltaic Production},
booktitle={Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES},
year={2023},
pages={127-134},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011612500003396},
isbn={978-989-758-627-9},
issn={2184-4372},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Operations Research and Enterprise Systems - ICORES
TI - Synchronizing Vehicle Routing and Photo-Voltaic Production
SN - 978-989-758-627-9
IS - 2184-4372
AU - Gonzalez, A.
AU - Quilliot, A.
AU - Toussaint, H.
PY - 2023
SP - 127
EP - 134
DO - 10.5220/0011612500003396
PB - SciTePress

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