An Eco-Routing Algorithm for HEVs Under Traffic Conditions

In a previous work, a bi-level optimization approach was presented for the energy management of Hybrid Electric Vehicles (HEVs), using a statistical model for traffic conditions. The present work is an extension of this framework to the eco-routing problem. The optimal trajectory is computed as the...

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Published inIFAC-PapersOnLine Vol. 53; no. 2; pp. 14242 - 14247
Main Authors Rhun, Arthur Le, Bonnans, Frédéric, Nunzio, Giovanni De, Leroy, Thomas, Martinon, Pierre
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2020
Elsevier
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ISSN2405-8963
2405-8971
2405-8963
DOI10.1016/j.ifacol.2020.12.1158

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Abstract In a previous work, a bi-level optimization approach was presented for the energy management of Hybrid Electric Vehicles (HEVs), using a statistical model for traffic conditions. The present work is an extension of this framework to the eco-routing problem. The optimal trajectory is computed as the shortest path on a weighted graph whose nodes are (position, state of charge) pairs for the vehicle. The edge costs are provided by cost maps from an offline optimization at the lower level of small road segments. The error due to the discretization of the state of charge is proven to be linear if the cost maps are Lipschitz. The classical A⁎ algorithm is used to solve the problem, with a heuristic based on a lower bound of the energy needed to complete the travel. The eco-routing method is compared to the fastest-path strategy by numerical simulations on a simple synthetic road network.
AbstractList In a previous work, a bi-level optimization approach was presented for the energy management of Hybrid Electric Vehicles (HEVs), using a statistical model for traffic conditions. The present work is an extension of this framework to the eco-routing problem. The optimal trajectory is computed as the shortest path on a weighted graph whose nodes are (position, state of charge) pairs for the vehicle. The edge costs are provided by cost maps from an offline optimization at the lower level of small road segments. The error due to the discretization of the state of charge is proven to be linear if the cost maps are Lipschitz. The classical A * algorithm is used to solve the problem, with a heuristic based on a lower bound of the energy needed to complete the travel. The eco-routing method is compared to the fastest-path strategy by numerical simulations on a simple synthetic road network.
Author Martinon, Pierre
Bonnans, Frédéric
Nunzio, Giovanni De
Rhun, Arthur Le
Leroy, Thomas
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10.1109/ITSC.2007.4357661
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Issue 2
Keywords Eco-routing
bi-level optimization
traffic model
traffic model Eco-routing
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SubjectTerms bi-level optimization
Eco-routing
Environment and Society
Environmental Sciences
traffic model
Title An Eco-Routing Algorithm for HEVs Under Traffic Conditions
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