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FORECASTING THE IMPACT OF SELF-DRIVING-CARS
What to do about them in our models and forecasts
MOTIVATION
Motivation
 Cars have been cars for quite a long time
 We know how to model assignment, capacities, traffic
management
 Mode choice between car and other modes is reasonably
well known
 Public Transport policies are known (and stable)
 It became clear during 2013 that we will be facing a new
disruptive technology in the Self Driving Car or Autonomous
Vehicles
THEDESIGNOFCARS
Car technology has not changed much in 100 years?
1913 2013
Recent innovations include:
DREAMINGABOUTTHEFUTURE
The unrealised dream
Origins
 Autonomous vehicles have been a dream solution for some
time
 Japan (starting in 1977),
 Germany (Ernst Dickmanns and VaMP),
 Italy (the ARGO Project),
 European Union (EUREKA Prometheus Project),
 In the United States of America the main driver was military
 The Defense Advanced Research Projects Agency (DARPA)
launched in 2004 a challenge to complete a 150 mile off-
road route: $ 1 and then $2 million
The DARPA Challenge
 2004 Carnegie Mellon University's
Red Team and car “Sandstorm”
completed 7 miles
 2005 “Stanley” from Stanford
University won in 6:54 and 4 others
completed the course
DARPA Urban Challenge
• 2007 $2, $1 and $0.5 M
• 60 Miles in urban areas,
less than 6 hrs
• Obeying all traffic
regulations
Team Vehicle Time
Tartan Racing, Carnegie
Mellon University
Chevy Tahoe 4:10
Stanford Racing, Stanford
University
VW Passat 4:29
Victor Tango, Virginia Tech. Ford Hybrid Escape 4:36
7 other teams finished the
course
6 hours +
U.S. National Highway Traffic Safety Administration (NHTSA)
Defined Vehicle Automation levels
Level 1 – Function-specific Automation: e.g. cruise control,
lane guidance and automated parallel parking.
Level 2 - Combined Function Automation: e.g. adaptive cruise
control with lane centering. Drivers are responsible for
monitoring the roadway.
Level 3 - Limited Self-Driving Automation: Drivers can cede all
safety-critical functions under certain conditions and rely on
the vehicle to monitor for changes in those conditions that will
require transition back to driver control.
Level 4 - Full Self-Driving Automation: Vehicles can perform all
driving functions and monitor roadway conditions for an entire
trip, and so may operate with occupants who cannot drive and
without human occupants.
GOOGLE
Autonomous, self-driving-vehicles are coming!
360VISION
360° vision and perception
ADVANTAGES
Advantages
 Better environmental perception,
estimation of expected trajectories
better than human
 Error elimination and correction
 Faster reaction time
 Predictable driving, no need for
3.50 metres lanes
 Learning from experience ability;
improvement and updatting of
mapping
 Potential to communicate and
collaborate with other vehicles
(Waze)
 No need to own it
 Civil responsibilty, insurance
 Changes in legislation
BMW
There are many initiatives under way e.g. BMW
AUDIVOLKSWAGEN
Audi
PLATOONS
Volvo
OTHERS
General Motors – Renault – Nissan-Oxford University
IMPACTS
Possible Impacts (with SDVs as 90% of the fleet)
 95% reduction in traffic accidents
 Road capacities are doubled (without any investment in
them)
 All speeds and manoeuvres are legal
 Travel time available for other uses
 SDVs rented by the minute rather than owned, thus
 Smaller fleet
 Use the right vehicle for each journey
 Parking problems eliminated
 Fewer emissions and lower energy consumption per trip
 Better driving patterns
 More one way trips (no escort trips)
 But some trip induction: more vehicle-miles
CONGESTIONEFFECTS
Impact on roads
Highway Capacity Benefits from Using Vehicle-to-Vehicle Communication and Sensors for Collision
Avoidance, by Patcharinee Tientrakool, Ya-Chi Ho, and Nicholas F. Maxemchuk from Columbia University
CONGESTIONEFFECTS
Impact on roads
Highway Capacity Benefits from Using Vehicle-to-Vehicle Communication and Sensors for Collision
Avoidance, by Patcharinee Tientrakool, Ya-Chi Ho, and Nicholas F. Maxemchuk from Columbia University
2018?2020?2025?
How soon?
• When available at the showrooms?
• How expensive?
• Would we buy or rent them, or prefer to drive ourselves?
• When are we going to feel the impact on our roads?
• How will they affect our Transport Plans?
• Public Transport Modes?
• Toll Roads?
• Policies?
Timeline according to General Motors & Google
• 2014 some self-parking cars. Automatic emergency stops in
several contexts. LEVEL 2
• 2015, cars change lanes as requested by driver. Stop
automatically at STOP signs and red lights.
• 2016 cars merge and leave motorways automatically.
Emergency stop in all cases. LEVEL 3
• 2018 Autonomous vehicles completing journeys without
human driving, including unpaved roads. LEVEL 4
• Most observes agree Level 4 will be available commercially
2018-2020.
NAVIGANTRESEARCH
Recent Research Report on SDVs Navigant Research
 Level 4 commercially available by 2020
 SDVs will be 4% of fleet by 2025
 Compound Annual Growth Rate 2025-2030 for main markets:
North America, Western Europe and Asia Pacific = 85%
 Market penetration 41% in 2030 and 75% in 2035
NAVIGANTRESEARCH
Recent Research Report on SDVs Navigant Research
UNIVERSITYOFTEXASATAUSTIN
ENO Center for Transportation
Fagnant, D. and Kockelman, K. (2013)
Preparing the Nation for Autonomous
Vehicles; Opportunities, Barriers and Policy
Recommendations.
https://www.enotrans.org/store/research-papers/preparing-a-nation-for-
autonomous-vehicles-opportunities-barriers-and-policy-recommendations
UNIVERSITYOFTEXASATAUSTIN
ENO Center Report
 Accepts estimate of incremental costs reducing from $10,000
to $3,000 in a few years
 Very significant savings in accidents and their cost
 Reduced congestion: doubling capacity at 90% penetration
 Expect vehicle sharing, car clubs, short term rentals: each SDV
to replace 4-5 cars
 Induced traffic will increase Vehicle Miles Travelled up to 37%
off-setting fuel/emission savings off-peak
 Benefits also to non-SDVs (smoothing traffic, following SDV)
CBA for US market 10% 50% 90%
Additional cost for SDVs $ 10,000 $ 5,000 $ 3,000
Net discounted annual benefits $ per SDV $12,590 $ 23,070 $ 33,200
CIBGESTION&CAPACITY
Impacts on congestion and capacity
Penetration in the fleet
10% 50% 90%
Expressways
Increase in capacity 5% 45% 100+%
Reduction in congestion delay* 5% 35% 60+%
Arterials
Increase in capacity 3% 20% 30%
Reduction in congestion delay* 5% 10% 15%
Approximately when? 2027 2033 2040
*Includes induced traffic effects
LIKETHEM?
Apparently we are happy to use them: CISCO
Discussion topic: how do we incorporate SDV in our forecasts?
 We can no longer ignore them if planning horizon is 10+
years
 At least a source of uncertainty and part of Risk Analysis
 Assumptions about freeway capacity enhancements
 10% a 2025?
 50% a 2033?
 100% a 2040?
 Impact on Public Transport services and subsidies; which
buses will survive? Would they become driver-less?
 Sell any shares in Taxi and Limousine companies and
consider divesting in rural and low frequency bus
Thanks …
let’s discuss what we think we should do in our forecasts

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Self Driving Vehicles and Transport Forecasting Futura October13

  • 1. FORECASTING THE IMPACT OF SELF-DRIVING-CARS What to do about them in our models and forecasts
  • 2. MOTIVATION Motivation  Cars have been cars for quite a long time  We know how to model assignment, capacities, traffic management  Mode choice between car and other modes is reasonably well known  Public Transport policies are known (and stable)  It became clear during 2013 that we will be facing a new disruptive technology in the Self Driving Car or Autonomous Vehicles
  • 3. THEDESIGNOFCARS Car technology has not changed much in 100 years? 1913 2013
  • 6. Origins  Autonomous vehicles have been a dream solution for some time  Japan (starting in 1977),  Germany (Ernst Dickmanns and VaMP),  Italy (the ARGO Project),  European Union (EUREKA Prometheus Project),  In the United States of America the main driver was military  The Defense Advanced Research Projects Agency (DARPA) launched in 2004 a challenge to complete a 150 mile off- road route: $ 1 and then $2 million
  • 7. The DARPA Challenge  2004 Carnegie Mellon University's Red Team and car “Sandstorm” completed 7 miles  2005 “Stanley” from Stanford University won in 6:54 and 4 others completed the course
  • 8. DARPA Urban Challenge • 2007 $2, $1 and $0.5 M • 60 Miles in urban areas, less than 6 hrs • Obeying all traffic regulations Team Vehicle Time Tartan Racing, Carnegie Mellon University Chevy Tahoe 4:10 Stanford Racing, Stanford University VW Passat 4:29 Victor Tango, Virginia Tech. Ford Hybrid Escape 4:36 7 other teams finished the course 6 hours +
  • 9. U.S. National Highway Traffic Safety Administration (NHTSA) Defined Vehicle Automation levels Level 1 – Function-specific Automation: e.g. cruise control, lane guidance and automated parallel parking. Level 2 - Combined Function Automation: e.g. adaptive cruise control with lane centering. Drivers are responsible for monitoring the roadway. Level 3 - Limited Self-Driving Automation: Drivers can cede all safety-critical functions under certain conditions and rely on the vehicle to monitor for changes in those conditions that will require transition back to driver control. Level 4 - Full Self-Driving Automation: Vehicles can perform all driving functions and monitor roadway conditions for an entire trip, and so may operate with occupants who cannot drive and without human occupants.
  • 12. ADVANTAGES Advantages  Better environmental perception, estimation of expected trajectories better than human  Error elimination and correction  Faster reaction time  Predictable driving, no need for 3.50 metres lanes  Learning from experience ability; improvement and updatting of mapping  Potential to communicate and collaborate with other vehicles (Waze)  No need to own it  Civil responsibilty, insurance  Changes in legislation
  • 13. BMW There are many initiatives under way e.g. BMW
  • 16. OTHERS General Motors – Renault – Nissan-Oxford University
  • 17. IMPACTS Possible Impacts (with SDVs as 90% of the fleet)  95% reduction in traffic accidents  Road capacities are doubled (without any investment in them)  All speeds and manoeuvres are legal  Travel time available for other uses  SDVs rented by the minute rather than owned, thus  Smaller fleet  Use the right vehicle for each journey  Parking problems eliminated  Fewer emissions and lower energy consumption per trip  Better driving patterns  More one way trips (no escort trips)  But some trip induction: more vehicle-miles
  • 18. CONGESTIONEFFECTS Impact on roads Highway Capacity Benefits from Using Vehicle-to-Vehicle Communication and Sensors for Collision Avoidance, by Patcharinee Tientrakool, Ya-Chi Ho, and Nicholas F. Maxemchuk from Columbia University
  • 19. CONGESTIONEFFECTS Impact on roads Highway Capacity Benefits from Using Vehicle-to-Vehicle Communication and Sensors for Collision Avoidance, by Patcharinee Tientrakool, Ya-Chi Ho, and Nicholas F. Maxemchuk from Columbia University
  • 20. 2018?2020?2025? How soon? • When available at the showrooms? • How expensive? • Would we buy or rent them, or prefer to drive ourselves? • When are we going to feel the impact on our roads? • How will they affect our Transport Plans? • Public Transport Modes? • Toll Roads? • Policies?
  • 21. Timeline according to General Motors & Google • 2014 some self-parking cars. Automatic emergency stops in several contexts. LEVEL 2 • 2015, cars change lanes as requested by driver. Stop automatically at STOP signs and red lights. • 2016 cars merge and leave motorways automatically. Emergency stop in all cases. LEVEL 3 • 2018 Autonomous vehicles completing journeys without human driving, including unpaved roads. LEVEL 4 • Most observes agree Level 4 will be available commercially 2018-2020.
  • 22. NAVIGANTRESEARCH Recent Research Report on SDVs Navigant Research  Level 4 commercially available by 2020  SDVs will be 4% of fleet by 2025  Compound Annual Growth Rate 2025-2030 for main markets: North America, Western Europe and Asia Pacific = 85%  Market penetration 41% in 2030 and 75% in 2035
  • 23. NAVIGANTRESEARCH Recent Research Report on SDVs Navigant Research
  • 24. UNIVERSITYOFTEXASATAUSTIN ENO Center for Transportation Fagnant, D. and Kockelman, K. (2013) Preparing the Nation for Autonomous Vehicles; Opportunities, Barriers and Policy Recommendations. https://www.enotrans.org/store/research-papers/preparing-a-nation-for- autonomous-vehicles-opportunities-barriers-and-policy-recommendations
  • 25. UNIVERSITYOFTEXASATAUSTIN ENO Center Report  Accepts estimate of incremental costs reducing from $10,000 to $3,000 in a few years  Very significant savings in accidents and their cost  Reduced congestion: doubling capacity at 90% penetration  Expect vehicle sharing, car clubs, short term rentals: each SDV to replace 4-5 cars  Induced traffic will increase Vehicle Miles Travelled up to 37% off-setting fuel/emission savings off-peak  Benefits also to non-SDVs (smoothing traffic, following SDV) CBA for US market 10% 50% 90% Additional cost for SDVs $ 10,000 $ 5,000 $ 3,000 Net discounted annual benefits $ per SDV $12,590 $ 23,070 $ 33,200
  • 26. CIBGESTION&CAPACITY Impacts on congestion and capacity Penetration in the fleet 10% 50% 90% Expressways Increase in capacity 5% 45% 100+% Reduction in congestion delay* 5% 35% 60+% Arterials Increase in capacity 3% 20% 30% Reduction in congestion delay* 5% 10% 15% Approximately when? 2027 2033 2040 *Includes induced traffic effects
  • 27. LIKETHEM? Apparently we are happy to use them: CISCO
  • 28. Discussion topic: how do we incorporate SDV in our forecasts?  We can no longer ignore them if planning horizon is 10+ years  At least a source of uncertainty and part of Risk Analysis  Assumptions about freeway capacity enhancements  10% a 2025?  50% a 2033?  100% a 2040?  Impact on Public Transport services and subsidies; which buses will survive? Would they become driver-less?  Sell any shares in Taxi and Limousine companies and consider divesting in rural and low frequency bus
  • 29. Thanks … let’s discuss what we think we should do in our forecasts