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Contribution au Développement de Transport Vert : Proposition d'un Plan de Recharge par Segments des Véhicules Électriques : Étude d'un problème de Tournées de Véhicules Mixtes

Abstract : The implementation of electric vehicles in the freight transport sector presents a sustainable solution that meets environmental and economic objectives. This thesis is oriented in this direction, it deals with the study of the problems of electric transportation according to two decisional levels namely the strategic and operational levels.At the strategic level, we study the problem of the location of the wireless charging infrastructure in a transport network composed of multiple routes between the origin and the destination. To find a strategic solution to this problem, we first and foremost propose a nonlinear integer programming solution to reach a compromise between the cost of the battery, which is related to its capacity, and the cost of installing the power transmitters, while maintaining the quality of the vehicle's routing. Thus, we show the utility of our work in an industrial context through the 'Green Truck' project. This project consists of replacing diesel trucks by inductive trucks in the industrial-port area of Le Havre. Initially, we are dealing with the problem of allocation of dynamic charging segments. In a second step, we integrate the static reload mode in the allocation strategy. We adapt the multi-objective particle swarm optimization (MPSO) approach to our problem, as the particles were robust in solving nonlinear optimization problems. Since we have a multi-objective problem with two binary variables, we combine the binary and discrete versions of the particle swarm optimization approach with the multi-objective one. To assess the quality of solutions generated by the PSO algorithm, the problem is transformed into an equivalent linear programming problem and solved with CPLEX optimizer. The results are analyzed and discussed in order to point out the efficiency of our resolution method.At the operational level, we study a new version of the vehicle routing problem with a mix fleet of electric and combustion vehicles, which is a real industrial network encountered in practice. The particularity of our work lies in the consideration of the case where emissions are limited by an emission cap system for conventional vehicles. In order to solve the mathematical model that we have developed, we have included three heuristics in the SPEA-II algorithm that respond to the constraints generated by the limited battery of electric vehicles. After analyzing the performance of the resulting algorithm, we conclude that the resolution approach achieves competitive results.
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Submitted on : Tuesday, March 10, 2020 - 1:01:44 AM
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Nisrine Mouhrim. Contribution au Développement de Transport Vert : Proposition d'un Plan de Recharge par Segments des Véhicules Électriques : Étude d'un problème de Tournées de Véhicules Mixtes. Autre [cs.OH]. Normandie Université; Université Sidi Mohamed ben Abdellah (Fès, Maroc). Faculté des Sciences et Techniques, 2019. Français. ⟨NNT : 2019NORMLH02⟩. ⟨tel-02503422⟩



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