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Research Article

Estimating optimal substitution scale of urban gasoline taxis by electric taxis in the era of green energy: a case study of Zhengzhou City

ORCID Icon, , &
Pages 514-539 | Received 28 Dec 2021, Accepted 10 Aug 2022, Published online: 18 Oct 2022

References

  • Autohome. 2018. “How About the Maintenance Cost of Byde6?” Accessed 10 November 2021. https://club.autohome.com.cn/bbs/thread/fc1c66cf57c3ee6d/77326938-1.html
  • Autotimes. 2016. “How Does BYDE6 Charge and How Many Kilometers Is the Maximum Range?” Accessed 15 December 2021. https://www.autotimes.com.cn/market/201612/news_720751.html
  • Azadfar, E., V. Sreeram, and D. Harries 2015. “The Investigation of the Major Factors Influencing Plug-In Electric Vehicle Driving Patterns and Charging Behavior.” Renewable and Sustainable Energy Reviews 42 (C): 1065–1076. doi:10.1016/j.rser.2014.10.058.
  • Bischoff, J., and M. Maciejewski 2014. “Agent-Based Simulation of Electric Taxicab Fleets.” Transportation Research Procedia 4: 191–198. doi:10.1016/j.trpro.2014.11.015.
  • Bi, J., W. Zhang, X. Zhao, and T. Zhang 2017. “Charging Behavior Analysis of Electric Logistic Vehicle Based on Data Driven.” Journal of Transportation Systems Engineering 17 (1): 106–111. doi:10.16097/j.cnki.1009-6744.2017.01.016.
  • BK. 2012. “How Much Does Byde6 Cost per Kilometer?” Accessed 15 November 2021. https://zhidao.baidu.com/question/385794817.html
  • Brodeur, A., and K. Nield 2018. “An Empirical Analysis of Taxi, Lyft and Uber Rides: Evidence from Weather Shocks in NYC.” Journal of Economic Behavior & Organization 152 (C): 1–16. doi:10.1016/j.jebo.2018.06.004.
  • CNBS. 2018. “China’s National Bureau of Statistics, China Works 9.2 Hours per Person, Almost the First in the World.” Accessed 27 September 2021. https://www.sohu.com/a/249636420_100176388
  • Coello, C., and M. S. Lechuga 2002. “MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization.” Paper presented at the IEEE Congress on Evolutionary Computation, Honolulu, May 12–17. doi:10.1109/CEC.2002.1004388.
  • Dallinger, D., and M. Wietschel 2012. “Grid Integration of Intermittent Renewable Energy Sources Using Price-Responsive Plug-In Electric Vehicles. Renew.” Renewable & Sustainable Energy Reviews 16 (5): 3370–3382. doi:10.1016/j.rser.2012.02.019.
  • GAOKAOHELP. 2018. “Henan’s per Capita GDP Ranking in 2018.” Accessed 27 September 2021. http://www.creditsailing.com/JingJiZhengCe/647365.html
  • Gasparini, M. 1997. “Markov Chain Monte Carlo in Practice.” Technometrics 39 (3): 338. doi:10.1080/00401706.1997.10485132.
  • Gong, H., Y. Zou, Q. Yang, J. Fan, F. Sun, and D. Goehlich 2018. “Generation of a Driving Cycle for Battery Electric Vehicles: A Case Study of Beijing.” Energy 150 (C): 901–912. doi:10.1016/j.energy.2018.02.092.
  • Grüger, F., L. Dylewski, M. Robinius, and D. Stolten 2018. “Carsharing with Fuel Cell Vehicles: Sizing Hydrogen Refueling Stations Based on Refueling Behavior.” Applied Energy 228 (C): 1540–1549. doi:10.1016/j.apenergy.2018.07.014.
  • Hastings, W. K. 1970. “Monte Carlo Sampling Methods Using Markov Chains and Their Applications.” Biometrika 57 (1): 97–109. doi:10.1093/biomet/57.1.97.
  • He, X., Y. Wu, S. Zhang, M.A. Tamor, T.J. Wallington, and W. Shen 2016. “Individual Trip Chain Distributions for Passenger Cars: Implications for Market Acceptance of Battery Electric Vehicles and Energy Consumption by Plug-In Hybrid Electric Vehicles.” Applied Energy 180 (15): 650–660. doi:10.1016/j.apenergy.2016.08.021.
  • HNPG. 2018. “Henan People’s Government, Administrative Divisions of Zhengzhou.” http://www.henan.gov.cn/2006/09-08/231049.html. Accessed 30 September 2021.
  • HQEW. 2016. Electric Taxi Charge Three Times a Day, Charging Inconvenience Constraints Development. Accessed 30 August 2021. https://tech.hqew.com/news_782418
  • Kaltschmitt, M., W. Streicher, and A. Wiese 2007. Renewable Energy. Berlin: Springer. doi:10.1007/3-540-70949-5_6.
  • Keler, A., J. M. Krisp, and L. Ding 2019. “Extracting Commuter-Specific Destination Hotspots from Trip Destination Data – Comparing the Boro Taxi Service with Citi Bike in NYC.” Geo-Spatial Information Science 23 (2): 141–152. doi:10.1080/10095020.2019.1621008.
  • Kong, D., D. Ma, and M. Wang 2016. “A Simulation Study of Upgrading Urban Gasoline Taxis to Electric Taxis.” Energy Procedia 104: 390–395. doi:10.1016/j.egypro.2016.12.066.
  • Liang, X., G. Correia, and B. van Arem 2016. “Optimizing the Service Area and Trip Selection of an Electric Automated Taxi System Used for the Last Mile of Train Trips.” Transportation Research Part E: Logistics and Transportation Review 93: 115–129. doi:10.1016/j.tre.2016.05.006.
  • Li, B., Z. Cai, L. Jiang, S. Su, and X. Huang 2019. “Exploring Urban Taxi Ridership and Local Associated Factors Using GPS Data and Geographically Weighted Regression.” Cities 87: 68–86. doi:10.1016/j.cities.2018.12.033.
  • Li, Z., L. Jiao, B. Zhang, G. Xu, and J. Liu 2021a. “Understanding the Pattern and Mechanism of Spatial Concentration of Urban Land Use, Population and Economic Activities: A Case Study in Wuhan, China.” Geo-Spatial Information Science 24 (4): 678–694. doi:10.1080/10095020.2021.1978276.
  • Lioris, E., G. Cohen, and D. Arnaud 2009. “Simulation and Evaluation of Collective Taxi Systems.” IFAC Proceedings Volumes 42 (15): 263–270. doi:10.3182/20090902-3-us-2007.0014.
  • Li, L., T. Pantelidis, J. Chow, and S. E. Jabari 2021b. “A Real-Time Dispatching Strategy for Shared Automated Electric Vehicles with Performance Guarantees.” Transportation Research Part E: Logistics and Transportation Review 152 (C): 102392. doi:10.1016/j.tre.2021.102392.
  • Liu, X.Y.D. 2020. “2021 Zhengzhou Taxi Fare Standard Adjustment Policy.” Accessed 5 August 2021. https://zz.bendibao.com/traffic/20201225/76676.shtm
  • Liu, X., and S. Liu 2016. “The Great Leap Forward Dilemma of the New Deal for Energy Taxi in Hengshui.” Decision-Making 10: 82–84. http://qikan.cqvip.com/Qikan/Article/Detail?id=670425755
  • Liu, H., Y. Zou, Y. Chen, and J. Long 2021a. “Optimal Locations and Electricity Prices for Dynamic Wireless Charging Links of Electric Vehicles for Sustainable Transportation.” Transportation Research Part E: Logistics and Transportation Review 152: 102187. doi:10.1016/j.tre.2020.102187.
  • Li, X., E. Wang, and C. Zhang 2014. “Prediction of Electric Vehicle Ownership Based on Gompertz Model.” In Published in: 2014 IEEE International Conference on Information and Automation (ICIA), Hailar, July 28–30. doi:10.1109/ICInfA.2014.6932631.
  • Lu, J., and W. Wang 2004. “A Method to Determine Urban Taxi Ownership.” Journal of Traffic and Transportation Engineering 4 (1): 92–95. doi:10.3321/j.issn:1671-1637.2004.01.023.
  • MAIGOO. 2018. “[Charging Pile Power] What Is the Power of Quick Charging Pile? State Grid Charging Pile Power Description.” Accessed 10 August 2021. www.maigoo.com/goomai/210268.html
  • Meng, X., L. Liu, H. Hui, X. Feng, and G. Chen 2016. “Effects of Discharge Depth on Battery Life.” Auto Sci-Tech 3: 47–51. doi:10.3969/j.issn.1005-2550.2016.03.008.
  • Noel, L., Z. D. R. Gerardo, B. K. Sovacool, and J. Kester 2019. “Fear and Loathing of Electric Vehicles: The Reactionary Rhetoric of Range Anxiety.” Energy Research & Social Science 48 (1): 96–107. doi:10.1016/j.erss.2018.10.001.
  • Paulista, C. R., T. A. Peixoto, and D. Jose 2019. “Modeling and Discrete Event Simulation in Industrial Systems Considering Consumption and Electrical Energy Generation.” Journal of Cleaner Production 224 (2): 864–880. doi:10.1016/j.jclepro.2019.03.248.
  • Rao, R., X. Zhang, X. Jian, and L. Ju 2015. “Optimizing Electric Vehicle Users’ Charging Behavior in Battery Swapping Mode.” Applied Energy 155 (1): 547–559. doi:10.1016/j.apenergy.2015.05.125.
  • Sathaye, N. 2014. “The Optimal Design and Cost Implications of Electric Vehicle Taxi Systems.” Transportation Research Part B: Methodological 67 (C): 264–283. doi:10.1016/j.trb.2014.05.009.
  • Shareef, H., M. M. Islam, and A. Mohamed 2016. “A Review of the Stage-Of-The-Art Charging Technologies, Placement Methodologies, and Impacts of Electric Vehicles.” Renewable and Sustainable Energy Reviews 64 (C): 403–420. doi:10.1016/j.rser.2016.06.033.
  • Skippon, S., and J. Chappell 2019. “Fleets’ Motivations for Plug-In Vehicle Adoption and Usage: U.K. Case Studies.” Transportation Research Part D: Transport and Environment 71: 67–84. doi:10.1016/j.trd.2018.12.009.
  • SMN. 2018. “The Southern Metropolis News, Shenzhen: 80% of Electric Taxi Drivers Surveyed Believe Charging Affects Their Daily Operations.” Accessed 17 August 2021. www.sohu.com/a/237245054_540811
  • Sun, L., Y. Huang, S. Liu, Y. Chen, L. Yao, and A. Kashyap 2017. “A Completive Survey Study on the Feasibility and Adaptation of EVs in Beijing, China.” Applied Energy 187 (C): 128–139. doi:10.1016/j.apenergy.2016.11.027.
  • Teodorovic, D. 2003. “Transport Modeling by Multi-Agent Systems: A Swarm Intelligence Approach.” Transportation Planning and Technology 26 (4): 289–312. doi:10.1080/0308106032000154593.
  • Tian, Z., Y. Wang, C. Tian, F. Zhang, L. Tu, and C. Xu 2014. “Understanding Operational and Charging Patterns of Electric Vehicle Taxis Using GPS Records.” In Published in: 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), Qingdao, August 8–11. doi:10.1109/ITSC.2014.6958086.
  • Tu, W., P. Santi, T. Zhao, X. He, Q. Li, L. Dong, T. J. Wallington, and C. Rattic 2019. “Acceptability, Energy Consumption, and Costs of Electric Vehicle for Ride-Hailing Drivers in Beijing.” Applied Energy 250 (C): 147–160. doi:10.1016/j.apenergy.2019.04.157.
  • Veneri, O. 2017. Technologies and Applications for Smart Charging of Electric and Plug-In Hybrid Vehicles. Berlin: Springer. doi:10.1007/978-3-319-43651-7.
  • Wang, R., Y. Wu, W. Ke, S. Zhang, B. Zhou, and J. Hao 2015. “Can Propulsion and Fuel Diversity for the Bus Fleet Achieve the Win–win Strategy of Energy Conservation and Environmental Protection?” Applied Energy 147 (C): 92–103. doi:10.1016/j.apenergy.2015.01.107.
  • Wang, Z., J. Zhang, P. Liu, C. Qu, and X. Li 2019. “Driving Cycle Construction for Electric Vehicles Based on Markov Chain and Monte Carlo Method: A Case Study in Beijing.” Energy Procedia 158 (1): 2494–2499. doi:10.1016/j.egypro.2019.01.389.
  • Wong, K., S. Wong, and H. Yang 2001. “Modeling Urban Taxi Services in Congested Road Networks with Elastic Demand.” Transportation Research Part B: Methodological 35 (9): 819–842. doi:10.1016/S0191-2615(00)00021-7.
  • Wu, H., Z. Gui, and Z. Yang 2020. “Geospatial Big Data for Urban Planning and Urban Management.” Geo-Spatial Information Science 23 (4): 273–274. doi:10.1080/10095020.2020.1854981.
  • Xydas, E., C. Marmaras, and L. M. Cipcigan 2016. “A Multi-Agent Based Scheduling Algorithm for Adaptive Electric Vehicles Charging.” Applied Energy 177 (1): 354–365. doi:10.1016/j.apenergy.2016.05.034.
  • Yang, J., J. Dong, Z. Lin, and L. Hu 2016. “Predicting Market Potential and Environmental Benefits of Deploying Electric Taxis in Nanjing, China.” Transportation Research Part D: Transport and Environment 49: 68–81. doi:10.1016/j.trd.2016.08.037.
  • Yang, Y., C. Hua, and S. Zhang 2012. “A Prediction Model of the Number of Taxicabs Based on Wavelet Neural Network.” Procedia Environmental Sciences 12 (B): 010–1016. doi:10.1016/j.proenv.2012.01.380.
  • Yang, H., and S. Wong 1998. “A Network Model of Urban Taxi Services.” Transportation Research Part B: Methodological 32 (4): 235–246. doi:10.1016/s0191-2615(97)00042-8.
  • Yang, H., S. Wong, and K. Wong 2002. “Demand–supply Equilibrium of Taxi Services in a Network Under Competition and Regulation.” Transportation Research Part B: Methodological 36 (9): 799–819. doi:10.1016/S0191-2615(01)00031-5.
  • Zhang, X., and Y. Liu 2015. “The City Taxi Quantity Prediction via GM-BP Model.” In Published in: The 5th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, Shenyang, June 8–10. doi:10.1109/CYBER.2015.7288183.
  • Zhao, W., Y. Qin, Y. Dong, L. Zhang, and W. Zhu 2014. “Social Group Architecture Based Distributed Ride-Sharing Service in VANET.” International Journal of Distributed Sensor Networks 10 (3): 1–8. doi:10.1155/2014/650923.
  • ZZPG. 2015. “Zhengzhou People’s Government, Zhengzhou 13th Five-Year Plan for Electric Vehicle Charging Infrastructure Development.” Accessed 14 August 2021. http://www.doc88.com/p-0079696056708.html