abe stephenson fleet & administration manager · dish mobileye dashboard q415 q116 q216 q316...
TRANSCRIPT
Abe Stephenson
Fleet & Administration Manager
Common Accident Statistics
Today
• 93% of all accidents due to human error, with driver inattention as the primary cause
• 72% of all accidents include driver inattention in the 3 seconds preceding the accident
• 40% of rear end collisions have no brake application whatsoever
• 60% of road accident fatalities are due to unintentional lane departures
• 4 times likely to have an accident if talking on the phone, 23 times likely when texting
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Other
7%
93% Human
Factor
Other
27%
72% involve
inattentiveness 3
seconds prior
The Value of One Second• Reduction of collision probability with early warning
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Review of Collision Mitigation Options
• Vehicle OEM offerings– Turnkey solutions– No additional supplier touch points– Includes driver-assistance functions
• After-Market– Examples include:
• In-cab and external video systems• Real-time audio alerts• GPS tracking of driver behavior
– Additional supplier and maintenance touch points– Providers flexibility to define specs, parameters, and
features
• Data and reporting output? Or not?
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– Forward Collision Warning (FCW)
– Lane Departure Warning (LDW)
– Headway Monitoring & Warning (HMW) (Tailgating)
– Pedestrian Collision Warning (PCW)
– Speed Limit Indication (SLI)
Mobileye System Features
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DISH Pilot
• Chicago office– 11 service vans / 22 drivers– 1 personal vehicle / manager
• Process– Define parameters for Headway Monitoring alerts
and volume controls– Blind baseline data collection before go-live –
windshield ‘eye’ installed without alert system enabled
– Measure before and after occurrence frequencies of various alerts
– Collect driver feedback
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DISH Pilot Results – Blind Baseline vs. Go-Live
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Lane Departure Warnings – 49% reduction
Headway Monitoring Warnings –
65% reduction
Forward Collision Warnings –
41% reduction
* All alerts tracking recorded by GPS units via OBD II port –3 weeks blind baseline, 6 weeks audio alerts active
DISH Pilot – Driver Surveys
• First Survey – Sep 2014– Unfavorable initial driver experience. In order to
do the blind baseline, could not be upfront with the initial communications, the pilot and its purpose.
– However, 25% of drivers claimed a potential incident avoidance (within the first 2 months).
• Follow-up Survey – Dec 2014– Unfavorable responses dropped from 43% to 29%.
Favorable responses increased from 29% to 51%.– 39% of drivers claimed a potential incident
avoidance (across the first 5 months of the pilot).
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2016 – Expanded Rollout
• Mobileye added to all new vehicle deployments
• Track and report details for each incident with every Mobileye vehicle– Compare both accident rates and accident costs
vs. baseline history
• Provided training through video content and team huddles at local offices – for all drivers
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Measurements and Analytics
• Define baseline accident costs and rates– Multi-year lookback - include vehicle repairs,
workers comp, and 3rd party claims– For additional granularity, separate data between
in-scope and out-of-scope– Calculate baselines for accident cost per mile and
accident rate per mile
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Measurements and Analytics
• Don’t forget about fuel economy!– More conservative driving can result in measurable fuel
savings – i.e. through Headway Monitoring alerts– Only a few % points in fuel economy benefits may pay for
the whole program– Same office MPG measurement example:
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Mobileye Vehicles
Control group -
without Mobileye
Variance -
better / (worse)
Baseline period (weeks or months) 15.2 14.7 N/A
Initial go-live / conversion (first few weeks) N/A - not tracked N/A - not tracked N/A - not tracked
After go-live period (weeks or months) 15.5 14.5 N/A
MPG improvement / (decrease) 0.3 (0.2) 0.5
MPG % improvement / (decrease) 2.0% (1.4%) 3.3%
DISH Mobileye Dashboard
Q415 Q116 Q216 Q316 Q416 Q117 Q217 TOTALS
New Vehicles Added 7 117 44 60 257 150 63 698
On-Road Vehicles 10 0 0 0 0 0 0 8
706
Miles Driven - Mobileye Vehicles (000's) 23 354 925 1,379 1,991 3,067 4,019 11,758
Accidents - Mobileye Vehicles - as compared to baseline rates
% Reduction of In-Scope Accidents 100% 100% 100% 83% 88% 77% 88% 86%
(% Reduction of Out-of-Scope Accidents) 100% 61% 25% 60% 44% 19% 52% 41%
% Reduction of Accident Costs 100% 100% 100% 84% 72% 96% 99% 92%
• In-Scope Accidents include scenarios where Mobileye functionality would come into play• Out-of-Scope Accidents include scenarios like ‘hit while parked’, backing into things, etc.• Note: 100% reduction rate = no incidents reported for that period
Exception Scenarios14
Warning Side Effect Preferred Action Comment
Headway
Monitoring
(Tailgating)
Another driver enters lane ahead -
triggering alert.
Gently lay off gas pedal - alerts will
not continue if Mobileye
recognizes expanding distances
between vehicles.
Headway Monitoring Warnings do
not occur at speeds less than 20
mph (i.e. stop and go traffic).
(Forward Collision Warnings occur
at any speed.)
Re-marking of road lines in
construction zones may create
additional alerts.
Keep eyes on the road and follow
marked lane patterns.
False alerts do not occur in all
situations and are not frequent as
part of everyday driving.
Snow on roads or excessive ice on
windshield covering 'eye' may
prevent ability to identify and
provide warnings.
Keep windshields clear and use
winter weather driving practices
when needed.
Like your own eye, Mobileye may
have a hard time recognizing
roadway lines in the snow.
Speed Limit Off-hour school zone signs or
frontage road signs may trigger a
speeding alert.
No action required after driver
recognizes location of speed limit
sign.
Single audio alert, no recurrence.
Next generation model will only
have visual speed limit indicator.
Pedestrian /
Cyclist
Does not operate during night
driving.
Use normal defensive driving
practices.
Reported occurrence of preventing
a deer collision but animal
recognition is not an advised
benefit of this feature.
Lane Departure
Field Feedback
• Southeast Regional Director – I was out in the field with an OM who drove a vehicle with this unit and it did
everything it claims it does….. The cost is a small price to pay. These units really work!
• Indiana Technician – I’m pretty sure that annoying Mobileye device has actually made me a better
drive too lol.
• Indiana Region Manager– The system also incents good behaviors – correct use of turn signals to prevent
lane departure warnings.
• Oklahoma Operations Manager– The techs did not like it at first. The techs and management team are now on
board. We believe in this product.
• Arizona Region Manager– Re-marking of road lines after construction – the old removed lines still trigger
lane departure warnings.
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Field Feedback
• Driver testimonials – from Chicago pilot office
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