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Article

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Title

Multi-Objective Optimization Model for a Multi-Depot Mixed Fleet Electric Vehicle Scheduling Problem With Real-World Constraints

Authors

[ 1 ] Instytut Transportu, Wydział Inżynierii Lądowej i Transportu, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.7] Civil engineering, geodesy and transport

Year of publication

2022

Published in

Transport Problems

Journal year: 2022 | Journal volume: vol. 17 | Journal number: no. 4

Article type

scientific article

Publication language

english

Keywords
EN
  • public transport
  • electric bus
  • scheduling
  • MILP
Abstract

EN This paper presents the problem of public transport planning in terms of the optimal use of the available fleet of vehicles and reductions in operational costs and environmental impact. The research takes into account the large fleet of vehicles of various types that are typically found in large cities, including the increasingly widely used electric buses, many depots, and numerous limitations of urban public transport. The mathematical multi-criteria mathematical model formulated in this work considers many important criteria, including technical, economic, and environmental criteria. The preliminary results of the Mixed Integer Linear Programming solver for the proposed model on both theoretical data and real data from urban public transport show the possibility of the practical application of this solver to the transport problems of medium-sized cities with up to two depots, a heterogeneous fleet of vehicles, and up to about 1500 daily timetable trips. Further research directions have been formulated with regard to larger transport systems and new dedicated heuristic algorithms.

Pages (from - to)

137 - 149

DOI

10.20858/tp.2022.17.4.12

URL

http://transportproblems.polsl.pl/pl/Archiwum/2022/zeszyt4/2022t17z4_12.pdf

License type

CC BY (attribution alone)

Open Access Mode

open journal

Open Access Text Version

final published version

Full text of article

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Access level to full text

public

Ministry points / journal

100

Impact Factor

0,7

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