Abstract
The main objective of this paper is to analyse the impacts of the overtaking lateral distance between a bicycle and a motor vehicle (MV) on road safety and energy consumption at two-lane urban roads. An on-board sensor platform was installed on a probe bicycle to measure the overtaking lateral distance and dynamic data. The Bicycle Specific Power (BSP) methodology was used to estimate human required power to ride a bicycle while Vehicle Specific Power (VSP) was used for MVs. The results showed that 50% of overtaking lateral distance were lower than 0.5 m in the peak hours. The BSP and VSP analyses for different values of overtaking lateral distance did not result in any relationship between variables. There was a good fit (R2 > 0.67) between traffic volumes and overtaking lateral distance in the peak hours. On average, the MVs energy consumption in the afternoon was 92% higher than the morning peak periods.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Pucher, J., Buehler, R., Seinen, M.: Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies. Transp. Res. Part A Policy Pract. 45(6), 451–475 (2011)
Pucher, J., Buehler, R.: Cycling towards a more sustainable transport future. Transp. Rev. 37(6), 689–694 (2017)
Van Hout, K.: Annex I: Literature search bicycle use and influencing factors in Europe. BYPAD. EIE-programme 05/016 Intelligent Energy Europe. Instituut voor Mobilitet, UHasslt (2008)
Götschi, T., Garrard, J., Giles-Corti, B.: Cycling as a part of daily life: a review of health perspectives. Transp. Rev. 36(1), 45–71 (2016)
European Commission: Traffic Safety Basic Facts 2018 - Cyclists. European Road Safety Observatory Documentation. Traffic Safety Basic Facts. European Commission, Brussels (2018)
U.S. Department of Transportation: National Highway Traffic Safety Administration, National Center for Statistics and Analysis: Bicyclists and Other Cyclists: 2016 Data. Report No. DOT HS 812 507. National Highway Traffic Safety Administration, U.S. Department of Transportation, Washington (2018)
Dozza, M., Schindler, R., Bianchi-Piccinini, G., Karlsson, J.: How do drivers overtake cyclists? Accid. Anal. Prev. 88, 29–36 (2016)
Stone, M., Broughton, J.: Getting off your bike: cycling accidents in Great Britain in 1990–1999. Accid. Anal. Prev. 35(4), 549–556 (2003)
Llorca, C., Angel-Domenech, A., Agustin-Gomez, F., Garcia, A.: Motor vehicles overtaking cyclists on two-lane rural roads: analysis on speed and lateral clearance. Saf. Sci. 92, 302–310 (2017)
Debnath, A.K., Haworth, N., Schramm, A., Heesch, K.C., Somoray, K.: Factors influencing noncompliance with bicycle passing distance laws. Accid. Anal. Prev. 115, 137–142 (2018)
Ata, M.K., Langlois, R.G.: Factoring cycling in transportation infrastructure: design considerations based on risk exposure. ITE J. 81(8), 49–53 (2011)
Feng, F., Bao, S., Hampshire, R.C., Delp, M.: Drivers overtaking bicyclists - an examination using naturalistic driving data. Accid. Anal. Prev. 115, 98–109 (2018)
Chapman, J., Noyce, D.: Observations of driver behavior during overtaking of bicycles on rural roads. Transp. Res. Rec. J. Transp. Res. Board 2321, 38–45 (2012)
Shackel, S.C., Parkin, J.: Influence of road markings, lane widths and driver behaviour on proximity and speed of vehicles overtaking cyclists. Accid. Anal. Prev. 73, 100–108 (2014)
Wang, X., Khattak, A.J., Liu, J., Masghata-Amoli, G., Son, S.: What is the level of volatility in instantaneous driving decisions? Transp. Res. Part C Emerg. Technol. 58, 413–427 (2015)
Mehta, K., Mehran, B., Hellinga, B.: Evaluation of the passing behavior of motorized vehicles when overtaking bicycles on urban arterial roadways. Transp. Res. Rec. J. Transp. Res. Board 2520, 8–17 (2015)
Chuang, K.H., Hsu, C.C., Lai, C., Doong, J.L., Jeng, M.C.: The use of a quasi-naturalistic riding method to investigate bicyclists’ behaviors when motorists pass. Accid. Anal. Prev. 56, 32–41 (2013)
Kay, J.J., Savolainen, P.T., Gates, T.J., Datta, T.K.: Driver behavior during bicycle passing maneuvers in response to a Share the Road sign treatment. Accid. Anal. Prev. 70, 92–99 (2014)
Duthie, J., Brady, J., Mills, A., Machemehl, R.: Effects of on-street bicycle facility configuration on bicyclist and motorist behavior. Transp. Res. Rec. J. Transp. Res. Board 2190, 37–44 (2010)
Liu, J., Khattak, A.J., Wang, X.: A comparative study of driving performance in metropolitan regions using large-scale vehicle trajectory data: Implications for sustainable cities. Int. J. Sustain. Transp. 1(3), 170–185 (2017)
Dill, J., Rose, G.: E-bikes and transportation policy: insights from early adopters. Transp. Res. Rec. J. Transp. Res. Board 2314(1), 1–6 (2012)
Mendes, M., Duarte, G., Baptista, P.: Introducing specific power to bicycles and motorcycles: application to electric mobility. Transp. Res. Part C Emerg. Technol. 51, 120–135 (2015)
Frey, H.C., Unal, A., Chen, J., Li, S., Xuan, C.: Methodology for developing modal emission rates for EPA’s multi-scale motor vehicle & equipment emission system. Environmental Protection Agency, Raleigh (2002)
User Manual V1.2: ESP8266 NodeMCU WiFi Devkit. Hanson Technol. http://www.handsontec.com/pdf_learn/esp8266-V10.pdf
U-BLOX: NEO-M8, u-blox concurrent GNSS modules - Data Sheet u-blox. https://www.u-blox.com/sites/default/files/NEO-M8_DataSheet_(UBX-13003366)
InvenSense: MPU-6000 and MPU-6050 Product Specification. InvenSense Inc. www.invensense.com
MaxBotix: LV-MaxSonar ® -EZTM Series. MaxBotix Inc. www.maxbotix.com
SIMCom: SIM900: Hardware Design. Smart Mach Smart Decis. Shangai: SIMCom Wireless Solutions Ltd. http://imall.iteadstdio.com/IM120417009_IComSat/DOC_SIM900_HardwareDesign_V2.00.pdf
Li, S., Zhu, K., Gelder, B.H., Nagle, J., Tuttle, C.: Reconsideration of sample size requirements for field traffic data collection with global positioning system devices. Transp. Res. Rec. J. Transp. Res. Board 1804, 17–22 (2002)
Khattak, A.J., Wali, B.: Analysis of volatility in driving regimes extracted from basic safety messages transmitted between connected vehicles. Transp. Res. Part C Emerg. Technol. 84, 48–73 (2017)
Bing Maps. https://www.bing.com/maps
Anya, A.R., Rouphail, N.M., Frey, H.C., Liu, B.: Method and case study for quantifying local emissions impacts of transportation improvement project involving road realignment and conversion to multilane roundabout. In: Transportation Research Board 92nd Annual Meeting Compendium of Papers, pp. 1–22. Transportation Research Board, Washington (2013)
Coelho, M.C., Frey, H.C., Rouphail, N.M., Zhai, H., Pelkmans, L.: Assessing methods for comparing emissions from gasoline and diesel light-duty vehicles based on microscale measurements. Transp. Res. Part D Transp. Environ. 14(2), 91–99 (2009)
Acknowledgments
The authors acknowledge to the following projects: Centre for Mechanical Technology and Automation Strategic Project UID/EMS/00481/2019-FCT and CENTRO-01-0145-FEDER-022083; @CRUiSE (PTDC/EMS-TRA/0383/2014), funded within Project 9471–Reforçar a Investigação, o Desenvolvimento Tecnológico e a Inovação (Project 9471–RIDTI) and supported by European Community Fund FEDER; MobiWise (P2020 SAICTPAC/0011/2015), co-funded by COMPETE2020, Portugal2020-Operational Program for Competitiveness and Internationalization (POCI), European Union’s ERDF (European Regional Development Fund) and FCT - Portuguese Science and Technology Foundation; CISMOB (PGI01611, funded by Interreg Europe Programme); DICA-VE - Driving Information in a Connected and Autonomous Vehicle Environment: Impacts on Safety and Emissions (POCI-01-0145-FEDER-029463), funded by FEDER, through COMPLETE2020-Portuguese Operational Program Competitividade e Internacionalização (POCI), and by National funds (OE), through FCT/MCTES. The authors also acknowledge to Órbita Bikes, which allowed the use the bicycle also Mariana Vilaca and Carlos Sampaio for their cooperation in data collection.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Bahmankhah, B., Fernandes, P., Ferreira, J., Bandeira, J., Santos, J., Coelho, M.C. (2020). Assessing the Overtaking Lateral Distance Between Motor Vehicles and Bicycles - Influence on Energy Consumption and Road Safety. In: Macioszek, E., Sierpiński, G. (eds) Modern Traffic Engineering in the System Approach to the Development of Traffic Networks. TSTP 2019. Advances in Intelligent Systems and Computing, vol 1083. Springer, Cham. https://doi.org/10.1007/978-3-030-34069-8_14
Download citation
DOI: https://doi.org/10.1007/978-3-030-34069-8_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-34068-1
Online ISBN: 978-3-030-34069-8
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)