Towards route planning algorithms for electric vehicles with realistic constraints

Route planning applications designed for electric vehicles have to consider a number of additional constraints. With the limited range and comparatively long charging times, it is of utmost importance to consider energy consumption in routing applications. However, recently published algorithmic approaches for electric vehicle routing focus solely on specific aspects of this problem, such as optimizing energy consumption as single criterion. In this work, we present first steps towards a holistic framework for computing shortest paths for electric vehicles with limited range. This includes the possibility of driving instructions, such as driving speed adjustments to save energy, realistic modeling of battery charging procedures, and the integration of turn costs.

[1]  Tomáš Juřík Optimal Route Planning for Electric Vehicles , 2013 .

[2]  Julian Dibbelt,et al.  Speed-Consumption Tradeoff for Electric Vehicle Route Planning , 2014, ATMOS.

[3]  Dorothea Wagner,et al.  Energy-optimal routes for electric vehicles , 2013, SIGSPATIAL/GIS.

[4]  S. Hausberger Emission Factors from the Model PHEM for the HBEFA Version 3 , 2009 .

[5]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[6]  S. Hausberger Simulation of Real World Vehicle Exhaust Emissions , 2003 .

[7]  Stefan Funke,et al.  Cruising with a Battery-Powered Vehicle and Not Getting Stranded , 2012, AAAI.

[8]  Edsger W. Dijkstra,et al.  A note on two problems in connexion with graphs , 1959, Numerische Mathematik.

[9]  Donald B. Johnson,et al.  Efficient Algorithms for Shortest Paths in Sparse Networks , 1977, J. ACM.

[10]  Robert Geisberger,et al.  Efficient Routing in Road Networks with Turn Costs , 2011, SEA.

[11]  Andrew V. Goldberg,et al.  Route Planning in Transportation Networks , 2015, Algorithm Engineering.

[12]  Andrew V. Goldberg,et al.  Customizable Route Planning , 2011, SEA.

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

[14]  Pierre Hansen,et al.  Bicriterion Path Problems , 1980 .

[15]  David S. Johnson,et al.  Computers and In stractability: A Guide to the Theory of NP-Completeness. W. H Freeman, San Fran , 1979 .

[16]  Peter Sanders,et al.  Exact Routing in Large Road Networks Using Contraction Hierarchies , 2012, Transp. Sci..

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

[18]  Martin Leucker,et al.  Efficient Energy-Optimal Routing for Electric Vehicles , 2011, AAAI.

[19]  E. Martins On a multicriteria shortest path problem , 1984 .