more thinking about autonomous vehicles: business models ... · scenario 3: a new-style local...
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Preferred citation style
Axhausen, K.W. (2017) More thinking about autonomous vehicles: Business models and demand growth, presentation at the TRB Workshop ‘Social and Economic Factors in Autonomous and Connected Vehicles’, Washington, January 2017
TRB 2017
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More thinking about autonomous vehicles: Business models and demand growth
KW Axhausen
IVTETHZürich
January 2017
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Acknowledgements
TRB 2017
• Weis: Induced demand
• Meyer, Becker, Bösch: Accessibility and AV
• Bösch, Becker and Becker: Cost calculations
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Accessibility since 1950
TRB 2017
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5
Accessibility: Switzerland 1950 - carQ
uelle
: Axh
ause
n, F
röhl
ich
und
Tsch
opp
(200
6)
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6
Accessibility: Switzerland 2000 - carQ
uelle
: Axh
ause
n, F
röhl
ich
und
Tsch
opp
(200
6)
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Basic trade-offs
TRB 2017
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Basic trade-offs between technologies and suppliers
TRB 2017
• Costs• Fixed costs
• Ownership, taxes, insurance, repair• Management
• Variable costs• Fuel, toll, parking, maintenance, cleaning• Promotion
• Generalised costs• Access/egress walk and waiting time• Speed (urban, longer-distance trips)• Quality of the ride (design, cleanliness, in-vehicle services)• Fares (pricing models)
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A second estimate of full costs/pkm (at current occupancy)
TRB 2017
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Some scenarios for a 2030 Level 4 vehicle future
TRB 2017
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Facets
TRB 2017
• Market structure (monopoly, oligopoly, dispersed)
• Role and extent of transit
• System target (system optimum, user equilibrium)
• Type of traffic system manager
• Road space allocation
• Share of autonomous vehicles
• Share of electric vehicles
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Scenario 1 – As before
TRB 2017
• Dispersed: Current owners replace their vehicles
• Transit scaled down to the high capacity modes
• User equilibrium as system target
• Municipalities remain traffic system manager
• Road space allocation trends towards the AV, maybe even growth
• 100% share of small autonomous vehicles for safety reasons
• 100% share of electric vehicles for climate reasons
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Scenario 2: Uber et al take over
TRB 2017
• Oligopoly of fleet owners
• Transit scaled down to the high capacity modes
• System optimum via tolls and parking charges
• Operators negotiate slots with each other
• Road space allocation tends towards the slow modes
• 100% share of mixed size autonomous vehicles for cost reasons
• 100% share of electric vehicles for climate reas0ns
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Scenario 3: A new-style local transport operator
TRB 2017
• Monopoly, the MTR expands into small vehicles
• Larger vehicles and hub-operations are encouraged
• System optimum routes are allocated over the days
• MTR is the traffic system manager
• Road space allocation unchanged
• 100% share of mixed size autonomous vehicles for cost reasons
• 100% share of electric vehicles for climate reasons
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Scenario 1-3: How to enable the low income mobility ?
TRB 2017
• Today• Public covers the fixed costs, especially for railways• Across-the-board operational subsidies
• Lack of means-testing• Low price season tickets/fares
• Operational support via priority at signals and road space allocation
• Future where each kilometre is tracked and chargeable• Income-adjusted rebates ?• Income and work-distance adjusted rebates ?• Fixed free kilometre budget ?
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Induced demand by AV
TRB 2017
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Induced demand elasticities from a pseudo-panelSo
urce
: Wei
s und
Axh
ause
n (2
013)
Accessibility Share of mobiles 0.61Number of trips 0.44Trips per hour 0.24Out-of-home time 0.10Total distance travelled 1.14
Transport price index Share of mobiles -0.06Number of trips -0.19Trips per hour -1.66Out-of-home time -1.95Total distance travelled -0.84
17TRB 2017
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Accessibility change for scenario 3/o with induced demand
TRB 2017
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What should we do ?
TRB 2017
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Next steps
• More work on acceptance of AV • By age and education• By location of residence
• More work on future cost/prices by type of operator
• More work on the efficiency of the fleets (empty kilometres)
• More work on how to achieve system optimum with fleet operators
• More work on the future of ‘transit’ ?
TRB 2017
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Questions ?
TRB 2017
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Appendix
TRB 2017
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Cost elements
TRB 2017