Abstract
As a promising technology close to entering the market, fully automated vehicles (AVs) have been widely analyzed from many angles. In spite of many discussions and articles published on the subject, there has been little structured analysis of the broader system-level effects of full adoption of AVs, and therefore a lack of consideration of the potential effects of multiple simultaneous causal relationships and feedback loops. This paper utilizes an existing system dynamics model that conceptually illustrates many important dynamics in surface transportation systems. It builds on this model, incorporating changes that are likely to occur under three different scenarios of AV adoption.
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References
Fagnant, D., Kockelman, K.M.: Preparing a Nation for Autonomous Vehicles. Eno Center for Transportation, Washington, DC (2013)
Google Inc.: Just press go: designing a self-driving vehicle, 2014. https://googleblog.blogspot.de/2014/05/just-press-go-designing-self-driving.html. Accessed 30 June 2016
Anderson, J.M., Kalra, N., Stanley, K.D., Sorensen, P., Samaras, C., Oluwatola, O.A.: Autonomous Vehicle Technology: A Guide for Policymakers. RAND Coorperation, Santa Monica (2014)
Hayes, B.: Leave the driving to it. Am. Sci. 99(5), 362 (2011)
Hoogendoorn, R., van Arem, B., Hoogendoorn, S.: Automated driving, traffic flow efficiency, and human factors, transportation research record. J. Transp. Res. Board 2422, 113–120 (2014)
Ioannou, P.A., Chien, C.C.: Autonomous intelligent cruise control. IEEE Trans. Veh. Technol. 42(4), 657–672 (1993)
Bösch P.M., Ciari F., Axhausen K.: Required autonomous vehicle fleet sizes to serve different levels of demand. In: Transportation Research Board 96th Annual Meeting (2016)
Pavone, M., Smith, S., Frazzoli, E., Rus, D.: Robotic load balancing for mobility-on-demand systems. Int. J. Robot. Res. 31(7), 839–854 (2012)
Spieser K., Samaranayake S., Gruel W., Frazolli E.: Shared-vehicle mobility-on-demand systems: a fleet operator’s guide to rebalancing empty vehicles. Transportation Research Board 96th Annual Meeting (2016)
Spieser K., Treleaven K., Zhang R., Frazzoli E., Morton D., Pavone M.: Toward a systematic approach to the design and evaluation of automated mobility-on-demand systems: a case study in Singapore. In: Meyer, G., Beiker, S. (eds.) Road Vehicle Automation. Springer (2014)
Coughlin J., Yoquinto L.: The long road home, autonomous cars could lead people to live almost 200 miles from their workplaces, 2015. www.slate.com/articles/technology/future_tense/2015/05/autonomous_cars_and_the_future_of_the_commute.html. Accessed 30 June 2016
Brustein J.: Self-driving cars will mean more traffic, 2014. www.bloomberg.com/bw/articles/2014-07-21/self-driving-cars-will-mean-more-traffic. Accessed 30 June 2016
Chin R.: Driverless cars—the future of transport in cities?, 2014. www.theguardian.com/sustainable-business/driverless-vehicles-future-car-sharing. Accessed 30 June 2016
Madrigal A.C.: Driverless cars would reshape automobiles *and* the transit system, 2012. www.theatlantic.com/technology/archive/2012/09/driverless-cars-would-reshape-automobiles-and-the-transit-system/262953. Accessed 30 June 2016
Burns L., Jordan W., Scarborough B.: Transforming personal mobility, 2013. http://sustainablemobility.ei.columbia.edu/files/2012/12/Transforming-Personal-Mobility-Jan-27-20132.pdf. Accessed 30 June 2016
Fagnant, D., Kockelman, K.M.: The travel and environmental implications of shared autonomous vehicles using an agent-based model. Transp. Res. Part C 40, 1–13 (2014)
Milakis D., Snelder M., van Arem B., et al.: Development of automated vehicles in the Netherlands: scenarios for 2030 and 2050 (2015)
Townsend A.: Re-programming mobility: the digital transformation of transportation in the United States (2014)
Forrester, J.: Industrial dynamics: a major breakthrough for decision makers. Harv. Bus. Rev. 36(4), 37–66 (1958)
Abbas K.A.: The use of system dynamics in modelling transportation systems with respect to new cities in Egypt. In: System Dynamics Society Conference Proceedings, 1990, www.systemdynamics.org/conferences/1990/proceed/pdfs/abbas016.pdf. Accessed 30 June 2016
Shepherd S.P.: A review of system dynamics models applied in transportation, Transportmetrica B: Transp. Dyn. (2014)
Forrester, J.W.: System dynamics—the next fifty years. Syst. Dyn. Rev. (Wiley) 23(2/3), 359–370 (2007)
Sterman, J.: Business Dynamics. McGraw-Hill, Boston (2000)
Forrester, J.W.: Industrial dynamics—a response to Ansoff and Slevin. Manage. Sci. 14(9), 601–618 (1968)
Luna-Reyes, L.F., Andersen, D.L.: Collecting and analyzing qualitative data for system dynamics. Methods Models Syst. Dyn. Rev. 19(4), 271–296 (2003)
Babbie, E.R.: The Basics of Social Research. Wadsworth Publishing, Belmont (2014)
Vennix, J.: Group Model Building: Facilitating Team Learning Using System Dynamics. Wiley, Chichester (1996)
Schwartz, P.: The Art of the Long View. Doubleday/Currency, New York (1991)
Wilkinson A., Kupers R.: Living in the futures. Harv. Bus. Rev. (2013)
Jonas A., Shanker R., Liu J. et al.: Shared autonomy: put this chart on your wall, it’s my sad life, 2015. http://orfe.princeton.edu/~alaink/SmartDrivingCars/PDFs/MorganStanley%20040715ReportJonas.pdf. Accessed 30 June 2016
Gruel, W., Piller, F.T.: A new vision for personal transportation. MIT Sloan Manage. Rev. 57(2), 20–24 (2016)
Fagnant, D.J., Kockelman, K.M., Bansal, P.: Operations of shared autonomous vehicle fleet for Austin, Texas, market, transportation research record. J. Transp. Res. Board 2536, 98–106 (2015)
Herbawi W., Weber M.: Modeling the multihop ridematching problem with time windows and solving it using genetic algorithms. In: IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI) 1, 89–96 (2012)
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Gruel, W., Stanford, J.M. (2017). System Effects of Widespread Use of Fully Automated Vehicles—Three Scenarios. In: Meyer, G., Shaheen, S. (eds) Disrupting Mobility. Lecture Notes in Mobility. Springer, Cham. https://doi.org/10.1007/978-3-319-51602-8_9
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DOI: https://doi.org/10.1007/978-3-319-51602-8_9
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