2020 · 10 citations · 7 references
Highway TrafficOptimization LayersIdeal Speed ProfileTraffic TheoryEngineeringTraffic FlowEnergy ManagementTwo-layer ApproachBusinessLogisticsSystems EngineeringTraffic ModelTraffic EngineeringTraffic SimulationRoad Traffic ControlTransportation EngineeringOperations Research
Driving style is known to have a big impact on fuel consumption, and ecodriving is usually understood as an approach to determine the optimal speed profile leading to the highest fuel efficiency for a given route and conditions. Ecodriving has been mainly studied for highway traffic and without taking into account the influence of other road users, dynamic programming (DP) being the standard method for computation. However, under real conditions the presence of other road users forces to deviations from the ideal speed profile. Against this background, there have been suggestions to split the problem into two optimization layers. In this paper, we follow the same idea and examine different approaches for the lower layer to cope with the actual safety conditions but recovering as much as possible of the ideal efficiency, using the ideal solution as a reference for the lower layer . It is shown that a significant part of the fuel savings from the optimal solution can be recovered under rather general conditions.
7
A generic dynamic programming Matlab function
Olle Sundström, Lino Guzzella · 2009 · 603 citations
Mathematical Programming, Numerical Analysis, Time-variant State +13