1. Powered two-wheeler rider
eye-height determination
Stergios Dimoulas, Basil Psarianos,
Constantinos Antoniou and Sophia Vardaki
National Technical University of Athens (NTUA)
92nd Annual Meeting of the Transportation Research Board
January 2013 - Washington, D.C.
!
2. !
Research motivation
2
¨ PTW rider eye-height affects rider
safety and highway design
¤ Vulnerable riders need to detect larger
number of possible hazards
¤ Vehicle angle/speed may affect rider eye-
height
¨ Limited research has been reported in
the literature (e.g. Davoodi et al., 2011)
¤ While there is extensive research in eye-
height determination for other vehicle types
(cars, trucks)
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3. !
US fatality data (GAO, 2012)
3
¨ 5.4 million of motor-vehicle crashes in 2010
¨ 8.4 million of motorcycle registrations in 2010
¨ Decrease of passenger car fatalities
¤ (1991: 30.776, 2010: 22.187)
¨ Increase of motorcycle fatalities
¤ (1991:2.806, 2010: 4.502)
¨ Most vulnerable age group: 45-54
¨ PTW riders most vulnerable group
¤ 30 times more likely to die
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4. !
Objective
4
¨ Investigate the parameters that affect PTW rider
eye-height
¨ Determine appropriate values
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5. !
PTW rider eye-height
5
Depends on Influences
¨ Anthropometric Characteristics ¨ Sight Distance
¨ Type of PTW ¨ Road Design
¨ Riding Position ¨ Road Safety Levels
¨ Seat Height
¨ Load
¨ Weather Conditions
¨ Radius of Horizontal Curves
¨ Velocity
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6. !
Methodology and data collection
6
Experimental design
Exploratory
Experimental setup Data
statistical
analysis
analysis
Selection of study areas
Extraction of measurements
Setup and data collection Analysis
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7. !
Experimental design
7
Freeway
Type of Road Facility
Major Urban Arterial
Motorbike
Type of PTW
Scooter
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8. !
Experimental design
8
Standard
Class of PTW Cruiser
Sport
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18. !
Eye−height distribution by type of motorbike Speed distribution by type of scooter
Attiki Odos Attiki Odos
1.0
1.0
0.8
0.8
●
Proportion <= x
Proportion <= x
18
0.6
0.6 ● Cruiser
Sport
● Cruiser
Standard
Standard
0.4
0.4
0.2
0.2
●
0.0
0.0
0 50 100 150 200
1.0 1.2 1.4 1.6 1.8 2.0
Speed (kph)
Eye−height (m)
Eye−height distribution by type of motorbike Speed distribution by type of scooter
Veikou Veikou
1.0
1.0
0.8
0.8
●
Proportion <= x
Proportion <= x
0.6
0.6
● Cruiser ● Cruiser
Sport
Standard
0.4
Standard
0.4
0.2
0.2
●
0.0
0.0
1.0 1.2 1.4 1.6 1.8 2.0 0 50 100 150 200
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Eye−height (m) Speed (kph)
19. Speed distribution by type of motorbike ! Speed distribution by type of scooter
Attiki Odos Attiki Odos
1.0
1.0
0.8
0.8
19
●
Proportion <= x
Proportion <= x
Cruiser
0.6
●
0.6
Sport ● Cruiser
Standard Standard
0.4
0.4
0.2
0.2
●
0.0
0.0
0 50 100 150 200
0 50 100 150 200
Speed (kph)
Speed (kph)
Speed distribution by type of motorbike Speed distribution by type of scooter
Veikou Veikou
1.0
1.0
0.8
0.8
●
Proportion <= x
Proportion <= x
Cruiser
0.6
●
0.6
Sport
● Cruiser
Standard
Standard
0.4
0.4
0.2
0.2
●
0.0
0.0
0 50 100 150 200
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Speed (kph)
Speed (kph)
21. !
A simple model
21
Estimate Std.Error t-value
(Intercept) 1.596 0.004 360.1
RoadVeikou -0.083 0.005 -16.5
TypeScooter -0.045 0.005 -8.6
Sport -0.093 0.008 -11.8
Residual standard error 0.056 (533 d.o.f.)
2
R 0.444
Adjusted R2 0.441
F-statistic 142 (3 and 533 d.o.f.) / p-value <2.2E-16
!
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22. !
Discussion and conclusion
22
Ø Minimum Representative Value of PTW Rider’s Eye-Height 1,250m
Ø Maximum Representative Value of PTW Rider’s Eye-Height 1,700m
Ø Minimum Representative Value of PTW Rider’s Eye-Height 1,250m >
Road Design Value 1,000m
Ø Difference between two studies
Ø Dimoulas et al. (2013): 1,250m, Davoodi et al. (2011):1,350m
Ø PTWs’ Operating Speed at Freeway V85 = 144km/hr
Ø PTWs’ Operating Speed at Major Arterial Urban V85 = 103km/hr
Ø PTW Rider’s Eye-Height is not influenced by the PTW velocity
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23. !
Discussion and conclusion
23
Ø PTW Rider’s Eye-Height at Freeway > PTW Rider’s
Eye-Height at Major Urban Arterial
Ø Road Design
(horizontal curves)
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24. Powered two-wheeler
rider eye-height determination
Stergios Dimoulas, Basil Psarianos,
Constantinos Antoniou and Sophia Vardaki
National Technical University of Athens (NTUA)
92nd Annual Meeting of the Transportation Research Board
January 2013 - Washington, D.C.
!