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Moving towards Sustainability: Road Grades and On-Road Emissions of Heavy-Duty Vehicles—A Case Study

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  • Wendan Zhang

    (State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
    Transportation Research Center, Shanghai Jiao Tong University, Shanghai 200240, China)

  • Jian Lu

    (Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University, Shanghai 200092, China)

  • Ping Xu

    (State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
    Transportation Research Center, Shanghai Jiao Tong University, Shanghai 200240, China)

  • Yi Zhang

    (State Key Laboratory of Ocean Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
    Transportation Research Center, Shanghai Jiao Tong University, Shanghai 200240, China)

Abstract

On-road vehicle emissions are one of the major sources of transport emissions. As a key design factor, road grades (or road slopes) have significant effects on on-road vehicle emissions, particularly on Heavy-Duty Vehicles (HDVs). However, the research into the relationship between road grades and on-road vehicle emissions is very rare in China. Taking a road network in Taiyuan, China, as a study area, this paper explored the influences of road grades on carbon monoxide (CO), hydrocarbon (HC), and nitrogen oxide (NO x ) emissions of HDVs. Combining emissions data collected by Portable Emission Measurement System (PEMS) with Vehicle Specific Power (VSP), we developed an emission rate model of HDVs. Then, we integrated it with the traffic simulation model VISSIM to attain the emissions of HDVs on nine scenarios differentiated by road grades. The results showed that the three emissions are found to be highly correlated to road grades, among which the CO emissions are most sensitive to the change of road grades and the HC emissions least. Compared to the emissions at 0% grade, the emissions at 4% grade will be boosted from 39.0% to 60.6%. The CO and NO x emissions increase with the road grades in all nine scenarios, while the variations of HC emissions in different scenarios were complicated. The findings of this research will provide insights for policy-makers, scholars, and practitioners into strategies for improving road design to reduce traffic emissions and develop sustainable transportation in China.

Suggested Citation

  • Wendan Zhang & Jian Lu & Ping Xu & Yi Zhang, 2015. "Moving towards Sustainability: Road Grades and On-Road Emissions of Heavy-Duty Vehicles—A Case Study," Sustainability, MDPI, vol. 7(9), pages 1-28, September.
  • Handle: RePEc:gam:jsusta:v:7:y:2015:i:9:p:12644-12671:d:55781
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    References listed on IDEAS

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    1. Feifei Qin & Xiaoning Zhang, 2015. "Designing an Optimal Subsidy Scheme to Reduce Emissions for a Competitive Urban Transport Market," Sustainability, MDPI, vol. 7(9), pages 1-16, August.
    2. Yi Zhang & Wei Wu & Yuan Li & Qixing Liu & Chaoyang Li, 2014. "Does the Built Environment Make a Difference? An Investigation of Household Vehicle Use in Zhongshan Metropolitan Area, China," Sustainability, MDPI, vol. 6(8), pages 1-21, August.
    3. Yi Zhang & Xiaoguang Yang & Yuan Li & Qixing Liu & Chaoyang Li, 2014. "Household, Personal and Environmental Correlates of Rural Elderly’s Cycling Activity: Evidence from Zhongshan Metropolitan Area, China," Sustainability, MDPI, vol. 6(6), pages 1-16, June.
    4. Yi Zhang & Xiaoguang Yang & Qixing Liu & Chaoyang Li, 2015. "Who Will Use Pre-Trip Traveler Information and How Will They Respond? Insights from Zhongshan Metropolitan Area, China," Sustainability, MDPI, vol. 7(5), pages 1-18, May.
    5. Yi Zhang & Yuan Li & Qixing Liu & Chaoyang Li, 2014. "The Built Environment and Walking Activity of the Elderly: An Empirical Analysis in the Zhongshan Metropolitan Area, China," Sustainability, MDPI, vol. 6(2), pages 1-17, February.
    6. Kai Fang & Reinout Heijungs & Zheng Duan & Geert R. De Snoo, 2015. "The Environmental Sustainability of Nations: Benchmarking the Carbon, Water and Land Footprints against Allocated Planetary Boundaries," Sustainability, MDPI, vol. 7(8), pages 1-21, August.
    7. Jay Yang & Mei Yuan & Tan Yigitcanlar & Peter Newman & Frank Schultmann, 2015. "Managing Knowledge to Promote Sustainability in Australian Transport Infrastructure Projects," Sustainability, MDPI, vol. 7(7), pages 1-19, June.
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