Formulation and algorithms for route planning problem of plug-in hybrid electric vehicles

Electric vehicles have recently received increasing attention because of their positive environmental and economic impacts; however, such vehicles are still not gaining widespread popularity for practical use given the inconvenience of limited battery capacity and long recharge times. To compensate for these drawbacks, plug-in hybrid electric vehicles (PHEVs) have been proposed, which can be recharged using standard household plug-in sockets unlike normal hybrid vehicles. Thus, PHEVs can run for long distances using widely available electrical power. Scheduling routes for the efficient use of electrical power is essential for PHEVs to succeed. Therefore, in this paper, we consider the PHEV routing and scheduling problem. We first formulate this problem as a mixed-integer programming (MIP) problem. Next, we propose three algorithms using a labeling method for large-scale problems; an exact algorithm and two heuristic algorithms. Our computational experiments show that the routes obtained using our algorithms are cost-efficient; further, our heuristic algorithms are much faster than the MIP formulation.

[1]  I. Dumitrescu,et al.  Algorithms for the Weight Constrained Shortest Path Problem , 2001 .

[2]  Martin Leucker,et al.  The Shortest Path Problem Revisited: Optimal Routing for Electric Vehicles , 2010, KI.

[3]  Oya Ekin Karasan,et al.  Minimum cost path problem for Plug-in Hybrid Electric Vehicles , 2015 .

[4]  Sabine Storandt,et al.  Quick and energy-efficient routes: computing constrained shortest paths for electric vehicles , 2012, IWCTS '12.

[5]  Ramteen Sioshansi,et al.  OR Forum - Modeling the Impacts of Electricity Tariffs on Plug-In Hybrid Electric Vehicle Charging, Costs, and Emissions , 2012, Oper. Res..

[6]  Pitu B. Mirchandani,et al.  The Electric Vehicle Shortest-Walk Problem With Battery Exchanges , 2016 .

[7]  T. M. Sweda,et al.  Finding minimum-cost paths for electric vehicles , 2012, 2012 IEEE International Electric Vehicle Conference.

[8]  Ian A. Hiskens,et al.  Optimal Charging Control for Plug-In Electric Vehicles , 2012 .

[9]  Nicos Christofides,et al.  An Algorithm for the Vehicle-dispatching Problem , 1969 .

[10]  Ratna Babu Chinnam,et al.  Optimal Routing for Plug-In Hybrid Electric Vehicles , 2017, Transp. Sci..

[11]  Sai Ho Chung,et al.  Survey of Green Vehicle Routing Problem: Past and future trends , 2014, Expert Syst. Appl..

[12]  Elise Miller-Hooks,et al.  A Green Vehicle Routing Problem , 2012 .

[13]  Martin Leucker,et al.  Efficient Profile Routing for Electric Vehicles , 2014, IOV.

[14]  Dominik Goeke,et al.  The Electric Vehicle-Routing Problem with Time Windows and Recharging Stations , 2014, Transp. Sci..

[15]  Stefan Funke,et al.  Optimal Route Planning for Electric Vehicles in Large Networks , 2011, AAAI.

[16]  Nicos Christofides,et al.  An algorithm for the resource constrained shortest path problem , 1989, Networks.