Integrated Route, Charging and Activity Planning for Whole Day Mobility with Electric Vehicles

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00329314" target="_blank" >RIV/68407700:21230/19:00329314 - isvavai.cz</a>

Result on the web

<a href="https://link.springer.com/chapter/10.1007/978-3-030-05453-3_13" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-05453-3_13</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-030-05453-3_13" target="_blank" >10.1007/978-3-030-05453-3_13</a>

Result language

angličtina

Original language name

Integrated Route, Charging and Activity Planning for Whole Day Mobility with Electric Vehicles

Original language description

Over the last two decades, route planning algorithms have revolutionized the way we organize car travel. The advent of electric vehicles (EVs), however, bring new challenges for travel planning. Because of electric vehicle limited range and long charging times, it is beneficial to plan routes, charging, and activities jointly and in the context of the whole day—rather than for single, isolate journeys as done by standard route planning approaches. In this work, we therefore present a novel approach to solving such a whole day mobility problem. Our method works by first preprocessing an energy-constrained route planning problem and subsequently planning the temporally and spatially constrained activities. We propose both an optimal algorithm for the day mobility planning problem and a set of sub-optimal speedup heuristics. We evaluate the proposed algorithm on a set of benchmarks based on real-world data and show that it is significantly faster than the previous state-of-the-art approach. Moreover, the speedups provide dramatic memory and time improvements with a negligible loss in solution quality.

Czech name

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Czech description

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Type

D - Article in proceedings

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)

Project

—

Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2019

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Agents and Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

ISBN

978-3-030-05452-6

ISSN

0302-9743

e-ISSN

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Number of pages

16

Pages from-to

274-289

Publisher name

Springer Nature Switzerland AG

Place of publication

Basel

Event location

Funchal, Madeira

Event date

Jan 16, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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