The Plugin Hybrid Electric Vehicle routing problem: A power-management strategy model

被引:40
作者
Bahrami, Sina [1 ]
Nourinejad, Mehdi [2 ]
Amirjamshidi, Glareh [1 ]
Roorda, Matthew J. [1 ]
机构
[1] Univ Toronto, Dept Civil & Mineral Engn, 35 St George St, St George, ON M5S 1A4, Canada
[2] York Univ, Dept Civil Engn, 4700 Keefe St, Keele, ON M3J 1P3, Canada
关键词
Vehicle routing; PHEV; Branch-and-price; Charging; GVRP; FUEL-CELL HYBRID; CUT-AND-PRICE; IN HYBRID; ENERGY MANAGEMENT; OPTIMIZATION; EMISSIONS; MIX;
D O I
10.1016/j.trc.2019.12.006
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This paper presents the Plugin Hybrid Electric Vehicle (PHEV) routing problem that finds the optimal set and sequence of customers visited by PHEVs to minimize total energy consumption. PHEVs use electricity and gasoline as their two energy sources. A power management model finds the optimal draw of power from the two sources along the vehicle's path. To solve the PHEVRP, we present an exact branch-and-price and a heuristic algorithm. We derive the complexity order of the algorithms and show that the heuristic becomes faster at larger battery capacities. We present a case study situated in the City of Toronto and show that the PHEVs use electricity in congested downtown regions and gasoline in free-flow conditions of highways.
引用
收藏
页码:318 / 333
页数:16
相关论文
共 44 条
[1]  
Abdallah T., 2013, The Plug-In Hybrid Electric Vehicle Routing Problem with Time Windows
[2]   Development of simulated driving cycles for light, medium, and heavy duty trucks: Case of the Toronto Waterfront Area [J].
Amirjamshidi, Glareh ;
Roorda, Matthew J. .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2015, 34 :255-266
[3]   The Pollution-Routing Problem [J].
Bektas, Tolga ;
Laporte, Gilbert .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2011, 45 (08) :1232-1250
[4]   More efficient formulations and valid inequalities for the Green Vehicle Routing Problem [J].
Bruglieri, M. ;
Mancini, S. ;
Pisacane, O. .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 105 :283-296
[5]   Energy Management for a Power-Split Plug-in Hybrid Electric Vehicle Based on Dynamic Programming and Neural Networks [J].
Chen, Zheng ;
Mi, Chunting Chris ;
Xu, Jun ;
Gong, Xianzhi ;
You, Chenwen .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2014, 63 (04) :1567-1580
[6]  
Conrad Ryan G., 2011, P 2011 IND ENG RES C, P8
[7]   A methodology to evaluate the competitiveness of electric delivery trucks [J].
Davis, Brian A. ;
Figliozzi, Miguel A. .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2013, 49 (01) :8-23
[8]  
Davis S.C., 2010, TRANSPORTATION DATA, P6985
[9]  
Deflorio F., 2017, TRANSPORT RES C
[10]   Operations Research for green logistics - An overview of aspects, issues, contributions and challenges [J].
Dekker, Rommert ;
Bloemhof, Jacqueline ;
Mallidis, Ioannis .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 219 (03) :671-679