How Disruptive Can Shared Mobility Be? A Scenario-Based Evaluation of Shared Mobility Systems Implemented at Large Scale

This paper reports on ongoing work on getting a deeper insight into possible integrations of different shared vehicle systems. It introduces an original methodology in three stages, which helps dealing with the complexity of the problem. Using a simulation tool, different scenarios are assessed. The paper presents preliminary results obtained by simulating two extreme-case scenarios with large-scale car-sharing and bike-sharing schemes. The results suggest that shared mobility, if supplied at large scale and in the right mix, could indeed serve a large share of current travel demand without substantial losses in terms of generalized costs.

[1]  Susan Shaheen,et al.  App-Based, On-Demand Ride Services: Comparing Taxi and Ridesourcing Trips and User Characteristics in San Francisco , 2014 .

[2]  Elliot Martin,et al.  The Impact of Carsharing on Public Transit and Non-Motorized Travel: An Exploration of North American Carsharing Survey Data , 2011 .

[3]  Simon Washington,et al.  Factors influencing bike share membership : an analysis of Melbourne and Brisbane , 2015 .

[4]  Adam Millard-Ball,et al.  Who Is Attracted to Carsharing , 2006 .

[5]  Susan Shaheen,et al.  Carsharing and the Built Environment , 2009 .

[6]  Kay W. Axhausen,et al.  Modeling Carsharing with the Agent-Based Simulation MATSim: State of the Art, Applications, and Future Developments , 2016 .

[7]  Jessica ter Schure,et al.  Car-Sharing: Where and How It Succeeds , 2005 .

[8]  T F Golob,et al.  THE EFFECTIVENESS OF RIDESHARING INCENTIVES: DISCRETE-CHOICE MODELS OF COMMUTING IN SOUTHERN CALIFORNIA. REVISED EDITION , 1991 .

[9]  Francesco Ciari,et al.  Modeling Station-Based and Free-Floating Carsharing Demand , 2014 .

[10]  Elliot W. Martin,et al.  Carsharing and Public Parking Policies: Assessing Benefits, Costs, and Best Practices in North America , 2010 .

[11]  Elliot W. Martin,et al.  Evaluating public transit modal shift dynamics in response to bikesharing: a tale of two U.S. cities , 2014 .

[12]  Kay W. Axhausen,et al.  The Multi-Agent Transport Simulation , 2016 .

[13]  Tien Dung Tran,et al.  Modeling Bike Sharing System using Built Environment Factors , 2015 .

[14]  K. Axhausen,et al.  A multiagent simulation framework for evaluating bike redistribution systems in bike sharing schemes , 2014 .

[15]  Andreas Krause,et al.  Incentivizing Users for Balancing Bike Sharing Systems , 2015, AAAI.

[16]  Bart Jourquin,et al.  What determines carpooling to workplaces in Belgium: location, organisation, or promotion? , 2012 .

[17]  Kay W. Axhausen,et al.  Choosing carpooling or carsharing as a mode: Swiss stated choice experiments , 2012 .

[18]  Paul Minett,et al.  Estimating the Energy Consumption Impact of Casual Carpooling , 2011 .

[19]  Francesco Ciari,et al.  Modelling the effect of different pricing schemes on free-floating carsharing travel demand: a test case for Zurich, Switzerland , 2015 .

[20]  Emily Parkany Can High-Occupancy/Toll Lanes Encourage Carpooling? Case Study of Carpooling Behavior on the 91 Express Lanes , 1999 .

[21]  M. Ben-Ariva,et al.  METHODOLOGY FOR SHORT-RANGE TRAVEL DEMAND PREDICTIONS. ANALYSIS OF CARPOOLING INCENTIVES , 1977 .

[22]  Michael Balmer Travel demand modeling for multi-agent transport simulations , 2007 .

[23]  Kay W. Axhausen,et al.  Do sharing people behave differently? An empirical evaluation of the distinctive mobility patterns of free-floating car-sharing members , 2015 .

[24]  Catherine Lee Rassman Regulating Rideshare Without Stifling Innovation: Examining the Drivers, the Insurance "Gap," and Why Pennsylvania Should Get on Board , 2015 .

[25]  Genevieve Giuliano,et al.  Impact of high occupancy vehicle lanes on carpooling behavior , 1990 .

[26]  John W. Polak,et al.  A new approach to predict the market and impacts of round-trip and point-to-point carsharing systems: Case study of London , 2014 .

[27]  D. Kendall CARPOOLING: STATUS AND POTENTIAL , 1975 .

[28]  C. Morency The ambivalence of ridesharing , 2007 .

[29]  Simon Washington,et al.  Bike share's impact on car use: evidence from the United States, Great Britain, and Australia , 2014 .

[30]  R. Buliung,et al.  Catching a ride on the information super-highway: toward an understanding of internet-based carpool formation and use , 2010 .

[31]  Catherine Morency,et al.  Carsharing: Analyzing the Interaction Between Neighborhood Features and Market Share , 2010 .

[32]  Kay W. Axhausen,et al.  Modeling Carsharing with the Agent-Based Simulation MATSim: State of the Art, Applications, and Future Developments , 2017 .

[33]  D. Sperling,et al.  Carsharing in Europe and North American: Past, Present, and Future , 1998 .

[34]  Elliot W. Martin,et al.  Impact of Carsharing on Household Vehicle Holdings , 2010 .

[35]  Stephen B. DeLoach,et al.  Not driving alone? American commuting in the twenty-first century , 2012 .

[36]  Ta-Hui Yang,et al.  A hub location inventory model for bicycle sharing system design: Formulation and solution , 2013, Comput. Ind. Eng..

[37]  Desheng Zhang,et al.  A Carpooling Recommendation System for Taxicab Services , 2014, IEEE Transactions on Emerging Topics in Computing.

[38]  Céline Robardet,et al.  From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset , 2014 .

[39]  Sharon Shewmake,et al.  Can Carpooling Clear the Road and Clean the Air? , 2012 .