Qianqian Pang

• Southeast University

Accurate identification of high fuel consumption driving behaviors provides good theoretical support for eco-driving training. To gain a deeper understanding of contributing factors and their impacts on fuel consumption, this study acquired a driving data set based on a driving simulator test and employed the light gradient-boosting machine (LightG...

Analyzing the influencing factors of fuel consumption helps to formulate reasonable energy-saving measures to reduce the fuel consumption. This paper examines the influence of multi-dimensional features on fuel consumption. Then, fuel consumption under different road characteristics is modeled based on correlation analysis and multiple linear regre...

Accurate identification of high fuel consumption driving behaviors provides good theoretical support for eco-driving training. To gain a deeper understanding of contributing factors and their impacts on fuel consumption, this study acquired a driving data set based on a driving simulator test and employed the light gradient-boosting machine (LightG...

Intelligent parking services can provide parking recommendations and reservations for travelers. They are an effective method for solving the cruising for parking problems in big cities. This research conducted a sequential parking decision behavior survey and analyzed travelers’ parking choices and reservation behaviors at different stages of the...

In developing countries, heavy-duty trucks play an important role in transportation for infrastructure construction. However, frequent truck accidents cause great losses. Previous studies have mainly focused on passenger drivers; to date, little has been done to assess the driving behavior of heavy truck drivers. The overall objective of this study...

Parking problems caused by a lack of parking spaces have exacerbated traffic congestion and worsened environmental pollution. An analysis of the cruising process for parking can provide new perspectives to reduce cruising. Based on a parking survey conducted in Beijing, the authors collected a large amount of trajectory data of cruising vehicles. T...

With the increase of the number of vehicles, cruising for curb parking in the central business district is obvious. Cruising for parking not only consumes time, but also affects normal driving. Through the questionnaire and video survey of cruising mode for curb parking carried out at Youshige Business District in Beijing, this paper analyzes the p...