Modeling on the Penetration Rate of China′s Commercial Vehicle Market: Taking Heavy-Duty Long-Haul Trucks as an Example

被引:0
|
作者
Hao X. [1 ]
Lu X. [1 ]
Yang J. [2 ]
Zheng Y. [2 ]
Wang H. [3 ]
机构
[1] School of Mechanical Engineering, University of Science and Technology Beijing, Beijing
[2] CSAE Automobile Innovation, Strategy Institute, Beijing
[3] Tsinghua University, State Key Laboratory of Automotive Safety and Energy, Beijing
来源
关键词
discrete choice model; market penetration rate; new energy commercial vehicles; total cost of ownership; usage convenience;
D O I
10.19562/j.chinasae.qcgc.2024.02.007
中图分类号
学科分类号
摘要
Carbon reduction in commercial vehicles has become a key bottleneck in reducing carbon emission in China′s road transportation. New energy commercial vehicles are seen as an important way to reduce carbon emission in heavy commercial vehicles,but the market penetration rate of new energy commercial vehicles is much lower than that of other vehicle sectors. However,at present,the development of new energy zero-emission commercial vehicles still faces significant bottlenecks such as complex application scenarios,diversified technological paths,and high cost. This study constructs a Discrete Choice-based Market Evolution of Green Truck Model(DC-MEGT),a multi-dimensional Logit discrete choice model based on factors such as the total cost of ownership (TCO)and ease of use of new energy vehicles. TCO is calculated using a bottom-up approach,and the usage convenience is quantified and monetized by supplementary energy time cost. A comprehensive utility function is constructed to predict and analyze the market penetration rate evolution of different power types,such as pure electric vehicles,fuel cell vehicles,and zero-emission fuels from the present to 2060. The study analyzes the heavy-duty long-haul towing scenario as an example and finds that the main technology paths in 2060 include fuel cell vehicles,pure electric vehicles,natural gas vehicles,and diesel vehicles,accounting for 48%,28%,12%,and 10%,respective-ly. If the uncertainty of different factors such as policy promotion,technological progress,and business models is taken into account,the market share of pure electric vehicles and fuel cell vehicles in 2060 may fluctuate by 17% ~ 19%. © 2024 SAE-China. All rights reserved.
引用
收藏
页码:253 / 259
页数:6
相关论文
共 11 条
  • [1] General Administration of Quality Supervision,Inspection and Quarantine of the People′s Republic of China. Classification of motor vehicles and trailers:GB/T 15089—2001[S], (2002)
  • [2] WANG H., Data base of electric vehicle production in china[R], (2017)
  • [3] KHANNA N, FRIDLEY D,, Et al., Near and long-term perspectives on strategies to decarbonize China’s heavy-duty trucks through 2050[J], Scientific Reports, 11, 1, (2021)
  • [4] Report on operational analysis of China’s road freight industry based on big data, (2020)
  • [5] JAGPAL S., Willingness to pay:measurement and managerial implications[M], Handbook of Pricing Research in Marketing, pp. 37-60, (2009)
  • [6] GREENE D L., Future potential of hybrid and diesel powertrains in the U.S. light-duty vehicle market[R]
  • [7] LIN Z., MA3T—modeling vehicle market dynamics with consumer segmentation[R], 2015 U.S. DOE H2 Program and Vehicle Technologies Program Annual Merit Review Meeting, (2015)
  • [8] LIN Z,, Et al., Evaluating the current perceived cost of ownership for buses and trucks in China [J], Energy, (2022)
  • [9] Range cost-effectiveness of plug-in electric vehicle for heterogeneous consumers:an expanded total ownership cost approach [J], Applied Energy, 275, (2020)
  • [10] Roadmap 2.0 for energy-saving and new energy vehicle technologies[M]