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ERouting: An Eco-Friendly Navigation Algorithm for Traffic Information Industry

  • CNRS SAMOVAR UMR 5157
  • Sorbonne Université
  • University of Salerno

Résultats de recherche: Contribution à un journalArticleRevue par des pairs

6 Citations (Scopus)

Résumé

This study proposes an eco-friendly navigation algorithm, eRouting, to save energy and reduce CO2 emission. The important research issue of traffic information industry, eco-friendly navigation, has been widely studied. As an improvement, in this paper, combining real-time traffic information and a representative factor-based energy/emission model, a calculated route is dynamically adjusted during the travel of a vehicle. eRouting is a centralized algorithm. It profits from the following aspects to achieve improved performance: a representative factor-based energy/emission model, a real-time traffic information-based dynamic adjustment, and an objective function to control the optimization direction to optimize the final energy consumption of vehicle's travel. As a peculiarity of this paper, the design of the representative factor-based model mines the impact of road-level parameters on energy consumption and CO2 emission. Such mining is helpful to improve the pertinence of a model by formulating the key influence factors into the model. Experimental results are presented to prove the validity of eRouting. In addition, by contrast experiments, eRouting shows improved performance compared with an eco-friendly navigation algorithm and three traditional navigation algorithms.

langue originaleAnglais
Numéro d'article7847398
Pages (de - à)562-571
Nombre de pages10
journalIEEE Transactions on Industrial Informatics
Volume13
Numéro de publication2
Les DOIs
étatPublié - 1 avr. 2017
Modification externeOui

SDG des Nations Unies

Ce résultat contribue à ou aux Objectifs de développement durable suivants

  1. SDG 7 - Énergie abordable et propre
    SDG 7 Énergie abordable et propre
  2. SDG 13 - Action climatique
    SDG 13 Action climatique

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