Computer Engineering and Applications ›› 2021, Vol. 57 ›› Issue (24): 14-26.DOI: 10.3778/j.issn.1002-8331.2105-0311

• Research Hotspots and Reviews • Previous Articles     Next Articles

Survey of Fuel Consumption Model for Motor Vehicle

ZHANG Yuxi, DUAN Zongtao, ZHU Yishui, WANG Luyang, ZHOU Yi, GUO Yu   

  1. School of Information Engineering, Chang’an University, Xi’an 710064, China
  • Online:2021-12-15 Published:2021-12-13



  1. 长安大学 信息工程学院,西安 710064


With the vigorous development of the transportation industry, the number of motor vehicles has increased sharply, which has led to excessive fuel consumption and emissions, and causes problems such as energy shortages and environmental pollution. Scholars at home and abroad are committed to the research of vehicle fuel consumption model, which aims to improve the accuracy of the model, reduce the fuel consumption of vehicles, and respond to the strategy of sustainable development. In this regard, according to different perspectives, the fuel emission models of motor vehicles are divided into two categories:the traditional fuel consumption model based on vehicle dynamics and the data driven fuel consumption model based on machine learning method. The two types of fuel consumption models are divided into various categories and introduced separately. The content includes the development process, advantages and disadvantages of various fuel consumption models and comparative analysis of various models, and an overview of the application status of various models, and future exploration of the application development direction. Finally, the fuel consumption model of motor vehicle is summarized and prospected.

Key words: motor vehicle, fuel consumption model, machine learning, data-driven, hybrid model



关键词: 机动车, 燃油消耗模型, 机器学习, 数据驱动, 混合式模型