analysing traffic conflicts – comparing the swedish traffic … · analysing traffic conflicts...

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Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict Technique for Operation and Research (DOCTOR) ICTCT, Karlsruhe, 16 October 2014 Aliaksei Laureshyn – Lund University Maartje de Goede - TNO ”Safety in numbers” project – TØI, Norway

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Page 1: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Analysing traffic conflicts – comparing the

Swedish Traffic Conflict Technique and the Dutch

Objective Conflict Technique for Operation and

Research (DOCTOR)

ICTCT, Karlsruhe, 16 October 2014

Aliaksei Laureshyn – Lund University

Maartje de Goede - TNO

”Safety in numbers” project – TØI, Norway

Page 2: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Safety in numbers

Interplay mechanisms behind SIN effects?

Critical situation - the available space for manoeuvre is less

than needed for normal reaction (Van der Horst & Kraay, 1986)

Conflict - critical situation in which two (or more) road users

approach each other in such manner that a collision is

imminent and a realistic probability of personal injury or

material damage is present if their course and speed remain

unchanged

DOCTOR - Dutch Objective Conflict Technique for Operation and Research

Page 3: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Conflict severity determined by:

• Time-To-Collision (< 1.5 s) / Post-Encroachment Time (< 1 s)

• Potential consequences (vulnerability, speed)

Severity levels: 1 (light) – 5 (very serious)

DOCTOR - Dutch Objective Conflict Technique for Operation and Research

Swedish Traffic Conflict Technique (Hydén, 1987)

Only situations with collision course

Relevant road user – the one taking an evasive action first

Page 4: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Swedish TCT

Conflict severity defined by:

• Time-to-Accident (TA) – TTC when the evasive action starts

• Conflicting speed (CS) – speed of the relevant road user at

the moment evasive action starts

Swedish TCT

0 1 2 3 4 5 60

25

50

75

100

125

0

10

20

30

40

50

60

70

80

SeriousConflicts

Non seriousConflicts

(mph)based on BRAKING

as the primary evasive

manoeuvre

Page 5: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Swedish TCT

Selection of situations

2 steps – raw filtering by students & final expert judgement

Semi-automated tool for speed and time measurements

47 conflicts from 2 weeks of video (same intersection in Norway)

3 main types:

• Cyclist against red (any directions - 13)

• Cyclist straight – MV right (same direction – 18)

• Cyclist straight, MV left (opposite directions – 13)

3 conflicts excluded (not fully seen)

Page 6: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Selection of situations

Page 7: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

2 3 2 2

1 1 1 6 6 3 1

3 3 7 1

1

0

1

2

3

4

5

18 19 20 21 22 23 24 25 26 27 28

DO

CT

OR

sev

erit

y l

evel

Swedish TCT severity level

DOCTOR vs. Swedish TCT

Significant correlation: Spearman’s rho = .669, p < 0.05

Page 8: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Lessons

Two techniques agrees very well on which situations are relevant for

safety analysis

Two techniques generally agree on severity ranking of the situations

Understanding of the process!!!

Both techniques involve subjective judgement of the observer

• With automation, more objective criteria required

More accurate measurements from video often “surprise” the expert –

e.g. what is perceived as a collision course is actually not

Lessons

Limited area seen by camera has implications – e.g. the start of

evasive action is not seen

Swedish TCT is very sensitive to who takes the first evasive action -

particularly problematic in VRU conflicts

DOCTOR accounts better for VRU problems – again through

subjective “consequences”

Page 9: Analysing traffic conflicts – comparing the Swedish Traffic … · Analysing traffic conflicts – comparing the Swedish Traffic Conflict Technique and the Dutch Objective Conflict

Lessons

Cyclists use swerving much more often to resolve a conflict –

classification based on braking assumption gives weird results

Lessons

Frequency of severe conflicts is low – same problem as accident data

Validation (long term observations)!!!

What is defined as traffic safety: number of accidents and/or comfort

(avoidance of specific locations)?