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Fuel consumption estimate based on meso traffic characteristics and typical road environment

  • Xiaohua Zhou
  • , Jian Huang
  • , Ren Jing
  • , Dapeng Li
  • Beihang University
  • Air Force Logistics College

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Vehicular fuel consumption and the consequent environmental problems in metropolis attract more and more attention. However, how to monitoring the distribution of fuel consumption dynamically in the urban road network is still a thorny problem to be solved. This paper developed a fuel consumption model based on combination of multiple meso driving characteristics (e.g. average speed, average acceleration). The combination of driving characteristics is represented in the form of feature vector in this paper. Feature vectors with same fuel consumption correspond to a driving pattern. Fuel consumption is calculated based on the distribution of driving patterns. The experimental results show that this method can achieve a high accuracy rate. Considering that typical road environment can centralize the distribution of driving patterns to improve the accuracy, this paper takes the intersection with traffic lights as the example to analyse the effects of its special traffic characteristics on fuel consumption.

源语言英语
主期刊名2013 13th International Conference on ITS Telecommunications, ITST 2013
出版商IEEE Computer Society
169-174
页数6
ISBN(印刷版)9781479908462
DOI
出版状态已出版 - 2013
活动2013 13th International Conference on ITS Telecommunications, ITST 2013 - Tampere, 芬兰
期限: 5 11月 20137 11月 2013

出版系列

姓名2013 13th International Conference on ITS Telecommunications, ITST 2013

会议

会议2013 13th International Conference on ITS Telecommunications, ITST 2013
国家/地区芬兰
Tampere
时期5/11/137/11/13

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