Feedback

Faculté des Sciences appliquées
Faculté des Sciences appliquées
MASTER THESIS
VIEW 1 | DOWNLOAD 0

Optimisation of the deployment of electric vehicle chargers

Download
Van Putte, Corentin ULiège
Promotor(s) : Louveaux, Quentin ULiège
Date of defense : 4-Sep-2023/5-Sep-2023 • Permalink : http://hdl.handle.net/2268.2/18207
Details
Title : Optimisation of the deployment of electric vehicle chargers
Author : Van Putte, Corentin ULiège
Date of defense  : 4-Sep-2023/5-Sep-2023
Advisor(s) : Louveaux, Quentin ULiège
Committee's member(s) : Cornélusse, Bertrand ULiège
Wehenkel, Louis ULiège
Language : English
Number of pages : 60
Discipline(s) : Engineering, computing & technology > Computer science
Institution(s) : Université de Liège, Liège, Belgique
Degree: Master en ingénieur civil en informatique, à finalité spécialisée en "intelligent systems"
Faculty: Master thesis of the Faculté des Sciences appliquées

Abstract

[en] This thesis introduces a new model based on Markov chains that provides both single and multiperiod versions, allowing the modelling of user behavior within a fixed time frame (e.g., an hour) as well as accommodating user behavior across a time span where their behavior varies over time (e.g., a 24-hour period) and will mainly focus on the formulation of this problem, the formulation
of transition matrices associated to the model (transition matrices with probabilities of going from
one to another location and use of battery states), and how to obtain them through real-world data (with the use of graphs, clustering and shortest path algorithms). The work also presents a model from the literature that addresses the problem, and a comparison
will be established. A section will also be dedicated to generating artificial data (referred to as ’Approximated data’) in
order to study the behavior of the model through a variety of tests. A section will also be dedicated to the mobility data that can be found in Belgium and how to use them for the Markov model.


File(s)

Document(s)

File
Access TFE_VANPUTTE_CORENTIN.pdf
Description:
Size: 16.18 MB
Format: Adobe PDF

Author

  • Van Putte, Corentin ULiège Université de Liège > Master ingé. civ. info., à fin.

Promotor(s)

Committee's member(s)

  • Cornélusse, Bertrand ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Smart-Microgrids
    ORBi View his publications on ORBi
  • Wehenkel, Louis ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Méthodes stochastiques
    ORBi View his publications on ORBi
  • Total number of views 1
  • Total number of downloads 0










All documents available on MatheO are protected by copyright and subject to the usual rules for fair use.
The University of Liège does not guarantee the scientific quality of these students' works or the accuracy of all the information they contain.