Railway Energy Consumption Analysis Based on Regression Model

论文题目 Railway Energy Consumption Analysis Based on Regression Model
作者 孙亮,林翎,陈亮,刘玫,鲍威,王莉(外)
年度 2017
发表/出版时间 2017/7/12
发表期刊/会议 Green Intelligent Transportation Systems
关键词 Railway transportation,Energy consumption ,Factor identify,Regression analysis
摘要 The energy consumption related influence factors of railway transportation are analyzed based on the statistical data of national railway. Then, two transportation energy consumption evaluation indicators, the comprehensive energy consumption per unit service and the emissions of sulfur dioxide, are conducted the correlation analysis, which can derive the estimated emissions of sulfur dioxide between 2003 and 2006, that has been missing. Based on the study, two multivariable linear regression models are formulated, one is comprehensive energy consumption of transportation, and another is the emission of sulfur dioxide. After the analyzation, the result shows that the two important indicators of energy consumption show significant linear relationship with both passenger turnover and freight turnover. According to this, the work predicts the energy consumption of China national railway in 2016.