Total Cost of Ownership Optimization of a plug-in Hybrid Electric Truck Operating on a Regional Haul Cycle

被引:7
作者
Huin, X. [1 ,2 ]
Di Loreto, M. [1 ]
Bideaux, E. [1 ]
Benzaoui, H. [2 ]
机构
[1] Univ Lyon, INSA Lyon, Ecole Cent Lyon, Ampere,UMR5005, F-69621 Villeurbanne, France
[2] Volvo Grp Trucks Technol, Lyon, France
关键词
total cost of ownership; optimization based design; plug-in hybrid electric vehicles; component sizing; optimal energy management;
D O I
10.1016/j.ifacol.2021.10.177
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a novel methodology for minimizing the total cost of ownership (TCO) of plug-in Hybrid Electric Vehicles (pHEVs) in the context of heavy duty application. This approach enables the best powertrain components sizing to be determined coupled with the optimal energy management. A detailed financial cost model of the truck is developed to take into consideration the differences in spending from a conventional Diesel vehicle. The introduction of eight design variables enables to explore both internal combustion engine, electrical motor and battery alternative designs. Then, a coupled optimization problem is formulated as a bi-level form with powertrain optimal energy management based on a combinatorial problem formulation solved by Simplex algorithm and Branch & Bound in the inner loop and exhaustive evaluation of the powertrain designs in the outer loop. The results obtained from this new optimization framework show a 2% potential financial savings for a pHEV operating by the end of the decade on a regional haul application while decreasing CO2 emissions by more than 38% compared to a conventional Diesel truck. Copyright (C) 2021 The Authors.
引用
收藏
页码:284 / 289
页数:6
相关论文
共 41 条
[31]   Technological and Total Cost of Ownership Analysis of Electric Powertrain Concepts for Long-Haul Transport in Comparison to Traditional Powertrain Concepts [J].
Kampker, Achim ;
Kreiskoether, Kai ;
Buening, Max Kleine ;
Goemez, Jose Guillermo Dorantes .
2018 8TH INTERNATIONAL ELECTRIC DRIVES PRODUCTION CONFERENCE (EDPC), 2018,
[32]   The Novel Application of Optimization and Charge Blended Energy Management Control for Component Downsizing within a Plug-in Hybrid Electric Vehicle [J].
Shankar, Ravi ;
Marco, James ;
Assadian, Francis .
ENERGIES, 2012, 5 (12) :4892-4923
[33]   Co-Optimization of On-Ramp Merging and Plug-In Hybrid Electric Vehicle Power Split Using Deep Reinforcement Learning [J].
Lin, Yuan ;
McPhee, John ;
Azad, Nasser L. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (07) :6958-6968
[34]   Modeling and total cost optimization of battery thermal management system in a hybrid electric vehicle [J].
Asef, Ali ;
Chitsaz, Iman ;
Madani, Navid .
JOURNAL OF ENERGY STORAGE, 2022, 52
[35]   COMBINED POWER MANAGEMENT/DESIGN OPTIMIZATION FOR A FUEL CELL/BATTERY PLUG-IN HYBRID ELECTRIC VEHICLE USING MULTI-OBJECTIVE PARTICLE SWARM OPTIMIZATION [J].
Geng, B. ;
Mills, J. K. ;
Sun, D. .
INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2014, 15 (04) :645-654
[36]   Combined power management/design optimization for a fuel cell/battery plug-in hybrid electric vehicle using multi-objective particle swarm optimization [J].
B. Geng ;
J. K. Mills ;
D. Sun .
International Journal of Automotive Technology, 2014, 15 :645-654
[37]   Multi-objective optimization design and control of plug-in hybrid electric vehicle powertrain for minimization of energy consumption, exhaust emissions and battery degradation [J].
da Silva, Samuel Filgueira ;
Eckert, Jony Javorski ;
Silva, Fabricio Leonardo ;
Silva, Ludmila C. A. ;
Dedini, Franco Giuseppe .
ENERGY CONVERSION AND MANAGEMENT, 2021, 234
[38]   Data-driven co-optimization method of eco-adaptive cruise control for plug-in hybrid electric vehicles considering risky driving behaviors [J].
Li, Jiajia ;
Yi, Qian ;
Zhu, Pengxing ;
Hu, Jianjun ;
Yi, Shuping .
APPLIED ENERGY, 2025, 392
[39]   Optimal cost-emission trade-off for plug-in hybrid electric vehicles around zero emission zones using a supervisory energy and emissions management strategy [J].
Aronis, Andre Nakaema ;
Willems, Frank ;
Kupper, Frank ;
Pla, Benjamin .
INTERNATIONAL JOURNAL OF ENGINE RESEARCH, 2025, 26 (01) :118-134
[40]   A real-time multi-objective optimization method in energy efficiency for plug-in hybrid electric vehicles considering dynamic electrochemical characteristics of battery and driving conditions [J].
Hu, Jianjun ;
Zhu, Pengxing ;
Wu, Zijia ;
Tian, Jiaxin .
JOURNAL OF ENERGY STORAGE, 2024, 84