Abstract
The driving pattern of three-wheeled auto-rickshaws is governed by commuter’s demands on certain fixed roads that offer flexible mobility solutions in a mid-size city. This flexibility creates unique driving patterns, frequent stop-and-go conditions, frequent acceleration, braking, and excessive idling, which affect emission rates. Existing emission testing regulation based on the driving cycle does not represent real-world conditions. In this paper, the real-world driving cycle of three-wheeled auto-rickshaw has been developed to provide realistic CO, HC, and NOX pollutants and see the effect of introducing modal shift of electric auto-rickshaw to reduce emission for India. Two policy scenarios were evaluated (1) with a 5% modal shift to electric auto-rickshaw, and (2) without modal shift. The results indicate that with a 5% shift to electric auto-rickshaw, by 2030, emissions will decrease by 6.30% compared to the baseline scenario. Further, by 2030, the projected CO emission would be 1,696,670 ton/year, and HC and NOX emissions would be 2,067,371 ton/year. Results can be useful for policy interventions towards cleaner fuel and the aggressive adoption for reducing pollution from auto-rickshaw.














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- BS:
-
Bharat Standard
- GPS:
-
Global Position System
- CBD:
-
Central Business District
- EF:
-
Emission Factor
- EV:
-
Electric Vehicle
- SIAM:
-
Society of Indian Automobile Manufacturers
- STDC:
-
Surat Three Wheeler Auto-rickshaw Driving Cycle
- DC:
-
Driving Cycle
- CNG:
-
Compressed Natural Gas
- IPT:
-
Intermediate Public Transport
- MORTH:
-
Ministry of Road Transport Highway
- SMC:
-
Surat Municipal Corporation
- US:
-
United States
- EUDC:
-
Extra Urban Driving Cycle
- IDC:
-
Indian Driving Cycle
- GPS:
-
Global Positioning System
- Acc:
-
Acceleration
- Dec:
-
Deceleration
- DF:
-
Deterioration Factor
- LL:
-
Lesser limit
- HL:
-
Higher limit
- THC:
-
Total hydrocarbon
References
Adak P, Sahu R, Elumalai SP (2016) Development of emission factors for motorcycles and shared auto-rickshaws using real-world driving cycle for a typical Indian city. Sci Total Environ 544:299–308
ARAI (Automotive Research Association of India)., 2019. Emission factor development for Indian vehicles. Project Report. No, AEF/ 2018-19/IOCL/Emission Factor Project. Pune, India.
Bagul TR, Patil K, Kote A, Balpgold BS, Kumare R, Kumar R, Akurdi P (2018) Analysis of autorickshaw as an intermediate paratransit system. Int J Pure Appl Math 118(24)
Chen KS, Wang WC, Chen HM, Lin CF, Hsu HC, Kao JH, Hu MT (2003) Motorcycle emissions and fuel consumption in urban and rural driving conditions. Sci Total Environ 312(1):113–122
Chugh S, Kumar P, Muralidharan M, Kumar M, Sithananthan M, Gupta A, ... & Malhotra RK (2012). Development of Delhi driving cycle: a tool for realistic assessment of exhaust emissions from passenger cars in Delhi (No. 2012-01-0877). SAE Technical Paper.
Coelho MC, Farias TL, Rouphail NM (2005) Impact of speed control traffic signals on pollutant emissions. Transp Res Part D: Transp Environ 10(4):323–340
De Haan P, Keller M (2004) Modelling fuel consumption and pollutant emissions based on real-world driving patterns: the HBEFA approach. Int J Environ Pollut 22(3):240–258
Development of three wheeler auto-rickshaw driving cycle on arterial and sub-arterial road; PhD Thesis; 2019: SardarVallabhbhai National Institute of Technology, Surat, Gujarat, India. http://www.svnit.ac.in/web/department/ELibrary/elibrary.php.
District census handbook Surat; 2011; https://www.censusindia.gov.in/2011census/dchb/2425_PART_B_DCHB_SURAT.pdf
Grieshop AP, Boland D, Reynolds CC, Gouge B, Apte JS, Rogak SN, Kandlikar M (2012) Modeling air pollutant emissions from Indian auto-rickshaws: model development and implications for fleet emission rate estimates. Atmos Environ (50):148–156
Harding SE, Badami MG, Reynolds CC, Kandlikar M (2016) Auto-rickshaws in Indian cities: public perceptions and operational realities. Transp Policy 52:143–152
Ho SH, Wong YD, Chang VWC (2014) Developing Singapore driving cycle for passenger cars to estimate fuel consumption and vehicular emissions. Atmos Environ 97:353–362
Hung WT, Tong HY, Lee CP, Ha K, Pao LY (2007) Development of a practical driving cycle construction methodology: a case study in Hong Kong. Transp Res Part D: Transp Environ 12(2):115–128
Kamble SH, Mathew TV, Sharma GK (2009) Development of real-world driving cycle: case study of Pune, India. Transp Res Part D: Transp Environ 14(2):132–140
Kent JH, Allen GH, Rule G (1978) A driving cycle for Sydney. Transp Res 12(3):147–152
Kumar R, et al. (2012) Driving cycle for motorcycle using micro-simulation model. J Environ Prot 3:1268
Lairenlakpam R, Jain AK, Gupta P, Kamei W, Badola R, & Singh Y. (2018). Effect of real world driving and different drive modes on vehicle emissions and fuel consumption (no. 2018-01-5017). SAE Technical Paper.
Lin J, Niemeier DA (2002) An exploratory analysis comparing a stochastic driving cycle to California’s regulatory cycle. Atmos Environ 36(38):5759–5770
Liu Z, Ivanco A, Filipi Z (2015) Quantification of drive cycle’s rapid speed fluctuations using Fourier analysis. SAE Int J Alt Power 4(1):170–177
Lukic SM, Mulhall P, Choi G, Naviwala M, Nimmagadda S, &Emadi A (2007). Usage pattern development for three-wheel auto rickshaw taxis in India. In 2007 IEEE Vehicle Power and Propulsion Conference (pp. 610-616), IEEE.
Mahesh S, Ramadurai G, Nagendra SS (2019) Real-world emissions of gaseous pollutants from motorcycles on Indian urban arterials. Transp Res Part D: Transp Environ 76:72–84
Mallik, Avijit, Arefin (2018) Arman micro hybridized auto-rickshaw for Bangladesh: a solution to green energy vehicle. Open Mech Eng J 12:124–137
Montazeri-Gh M, &Naghizadeh M (2003). Development of car drive cycle for simulation of emissions and fuel economy. In Proceedings of 15th European simulation symposium.)
MoRTH, 2010.Details of standards for emission of gaseous pollutants from petrol engine vehicles and test procedures effective from 1st April 1991.MoRTH/CMVR/TAP-115/116, Vol. II, no. 4.
Nesamani KS, Subramanian KP (2011) Development of a driving cycle for intra-city buses in Chennai, India. Atmos Environ 45(8):5469–5476
Pathak SK, Singh Y, Sood V, Channiwala SA 2017 “Drive cycle development for electrical three wheelers,” SAE Technical Paper 2017-01-1593, 2017, https://doi.org/10.4271/2017-01-1593
Pokharel, N., Abaya, E., Vergel, K., &Sigua, R. G. (2013). Development of drive cycle and assessment of the performance of Auto-LPG powered public utility Jeepneys in Makati city, Philippines In Proceedings of the Eastern Asia Society for Transportation Studies (Vol. 9)
Rouphail NM, Frey HC, Colyar JD, &Unal A. (2001). Vehicle emissions and traffic measures: exploratory analysis of field observations at signalized arterials. In 80th Annual Meeting of the Transportation Research Board. Washington, DC. USA
Saleh W, Kumar R, Kirby H, Kumar P (2009) Real world driving cycle for motorcycles in Edinburgh. Transp Res Part D: Transp Environ 14(5):326–333
Saleh W, Kumar R, Sharma A (2010) Driving cycle for motorcycles in modern cities: case studies of Edinburgh and Delhi. World J Sci Technol Sustain Dev 7(3):263–274
Shankar V, Mannering F (1998) Modeling the endogeneity of lanemean speeds and lane-speed deviations: A structural equations approach. Transp Res A Policy Pract 32(5):311–322
Society of Indian Automobile Manufacturers (SIAM, 2019)
Super I, Dellaert SNC, Visschedijk AJH, Denier van der Gon, H. A. C (2020) Uncertainty analysis of a European high-resolution emission inventory of CO2 and CO to support inverse modelling and network design. Atmos Chem Phys (20):1795–1816. https://doi.org/10.5194/acp-20-1795-2020
Tamsanya S, Chungpaibulpattana S, &Atthajariyakul, S (2006). Development of automobile Bangkok driving cycle for emissions and fuel consumption assessment. In 2nd Joint International Conference on Sustainable Energy and Environment, Bangkok.
Thirumurthy AM, Yamamura E (1986) Intermediate public transport a scenario and their contribution to urban traffic congestion in Indian cities. Environ Sci Hokkaido J Graduate School Environ Sci, Hokkaido University, Sapporo 8(2):151–174
Tong HY, Hung WT (2010) A framework for developing driving cycles with on-road driving data. Transp Rev 30(5):589–615
Tong HY, Hung WT, Cheung CS (1999) Development of a driving cycle for Hong Kong. Atmos Environ 33(15):2323–2335
Tong HY, Tung HD, Hung WT, Nguyen HV (2011) Development of driving cycles for motorcycles and light-duty vehicles in Vietnam. Atmos Environ 45(29):5191–5199
Tsai JH, Chiang HL, Hsu YC, Peng BJ, Hung RF (2005) Development of a local real world driving cycle for motorcycles for emission factor measurements. Atmos Environ 39(35):6631–6641
Tzeng GH, Chen JJ (1998) Developing a Taipei motorcycle driving cycle for emissions and fuel economy. Transp Res Part D: Transp Environ 3(1):19–27
Tzirakis E, Pitsas K, Zannikos F, Stournas S (2006) Vehicle emissions and driving cycles: comparison of the Athens driving cycle (ADC) with ECE-15 and European driving cycle (EDC). Global NEST J 8(3):282–290
UNFCCC: National Inventory Submissions 2019, available at: https://unfccc.int/process-and-meetings/, last access: 24 January 2019.
Wright L, Fulton L (2005) Climate change mitigation and transport in developing nations. Transp Rev 25(6):691–717
Yu L, Zhang X, Qiao F, Qi Y (2010) Genetic algorithm-based approach to develop driving schedules to evaluate greenhouse gas emissions from light-duty vehicles. Trans Res Record: J Trans Res Board 2191:166–173
Zheng B, Huo H, Zhang Q, Yao ZL, Wang XT, Yang XF, He KB (2014) High-resolution mapping of vehicle emissions in China in 2008. Atmos Chem Phys 14(18)
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All database and software used for supporting the conclusions of this research paper available from the Development of Three wheeler Auto-rickshaw Driving cycle for Arterial and Sub-arterial road; Ph.D. Thesis; 2019: Sardar Valllabhbhai National Institute of Technology, Surat, Gujrat. http://www.svnit.ac.in/web/department/ELibrary/elibrary.php.
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Dr. Tushar Bagul carried out experiments, data analysis, and drafted manuscript. Dr. Ravindra Kumar coordinated this research and checked the manuscript. Dr. Rakesh Kumar participated in research coordination and checked the final manuscript. The authors read and approved final manuscript.
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Bagul, T.R., Kumar, R. & Kumar, R. Real-world emission and impact of three wheeler electric auto-rickshaw in India. Environ Sci Pollut Res 28, 68188–68211 (2021). https://doi.org/10.1007/s11356-021-14805-6
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DOI: https://doi.org/10.1007/s11356-021-14805-6
