Numerical model of on-road emission rates of diesel buses in Beijing

Ai Juan Wang*, Yun Shan Ge, Jian Wei Tan, Yan Ding, Lin Xiao Yu, Xiang Yu Feng, Jia Dong Guo

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

A total of 14 in-use diesel buses were selected to conduct emission measurement using a portable emissions measurement system (PEMS) in Beijing. Their instantaneous gaseous emission rates, particular matter (PM) emission rates and driving parameters were obtained. The influences of speed, acceleration and vehicle specific power (VSP) on emissions were analyzed. Based on the relationships between these driving parameters and emissions, 24 driving bins defined by speed, acceleration and VSP were constructed with cluster analysis to group emission rates for Euro III and IV buses, respectively. Then the emissions reductions from Euro III to Euro IV diesel buses were analyzed. Lastly, on-road hot-stabilized emission rate model for diesel buses in Beijing was developed. Through the comparison of the model simulation emission rates with the measured emission rates, the modeled emission results were in good agreement with the measured emission results. In most of the cases, the differences were less than 12%.

Original languageEnglish
Pages (from-to)359-364
Number of pages6
JournalJournal of Beijing Institute of Technology (English Edition)
Volume20
Issue number3
Publication statusPublished - Sept 2011

Keywords

  • Cluster analysis
  • Driving patterns
  • Emission model
  • Portable emissions measurement system (PEMS)
  • Vehicle specific power (VSP)

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