Online Dynamic Pricing for Electric Vehicle Charging Stations With Reservations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F25%3A00385284" target="_blank" >RIV/68407700:21230/25:00385284 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1109/TITS.2025.3565906" target="_blank" >https://doi.org/10.1109/TITS.2025.3565906</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TITS.2025.3565906" target="_blank" >10.1109/TITS.2025.3565906</a>
Alternative languages
Result language
angličtina
Original language name
Online Dynamic Pricing for Electric Vehicle Charging Stations With Reservations
Original language description
This paper introduces a novel model for online dynamic pricing of electric vehicle charging services that integrates reservation, parking, and charging into a comprehensive bundle priced as a whole. Our approach focuses on the individual high-demand, fast-charging location, employing a Poisson process as a model of charging reservation arrivals, and develops an online dynamic pricing strategy optimized through a Markov Decision Process (MDP). A key contribution is the novel analysis of discretization error introduced when incorporating the continuous-time Poisson process into the discrete MDP framework. The MDP model’s feasibility is demonstrated with a heuristic dynamic pricing method based on Monte-Carlo tree search, offering a viable path for real-world applications.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA25-18353S" target="_blank" >GA25-18353S: Advancing Large Language Model Agents through Game Playing</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Intelligent Transportation Systems
ISSN
1524-9050
e-ISSN
1558-0016
Volume of the periodical
26
Issue of the periodical within the volume
9
Country of publishing house
US - UNITED STATES
Number of pages
16
Pages from-to
13882-13897
UT code for WoS article
001489724200001
EID of the result in the Scopus database
2-s2.0-105005191937