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Investigating high-collision intersections

Using speed and g-force data to investigate potential causes of collisions.

A road authority wanted to understand why two intersections had high collision rates.

Intersection 1

At the first T-intersection, collisions were occurring for vehicles travelling straight and those turning right onto the main carriageway. Path Analysis revealed drastic drops in average speeds along the carriageway: northbound cars approaching the intersection slowed from 60km/h to 20km/h (37mph to 12mph), and southbound cars from 59km/h to 28km/h (36mph to 17mph).

Similar drops in speed continued to occur further along the road at other intersection points. Most vehicles were within the 80km/h (50mph) speed limit, but had a great variability in speeds. Approximately 5% of drivers travelled above the limit, and 40% travelled 10-20km/h (6-12mph) below the limit. This is likely due to vehicles joining the carriageway from residential offshoots and transitioning from a 50km/h (31mph) limit, possibly contributing to collisions.

VIC Police - GIF

Chainage graph shows big spikes in average speeds along the main carriageway.

image

Speed bins show proportionality of traffic travelling at different speeds, but still mostly within the 80km/h limit.

Intersection 2

G-forces at the second T-intersection under investigation showed a high concentration of g-forces above 0.3G along the main carriageway, particularly for vehicles travelling westbound. These suggested vehicles were navigating conflict points when turning or merging.

image (1)

G-force map layer shows a high concentration of g-forces above 0.3G.

Interestingly, Path Analysis showed that once cars on the main carriageway passed the intersection, average speeds steadily decreased from ~55km/h to 27km/h. There were also high acceleration events above 0.2G for the 85th percentile turning into the residential street from the main carriageway.

image (2)

Chainage graph shows a steady decrease in speed after the intersection

image (3)

A review of the site on Google Maps showed a nearby petrol station and shops, with vehicles parking on the left-most lane of the carriageway. Also, for vehicles turning right from the residential street onto the main carriageway, only a small space in the middle of the intersection was provided. This combination of conflict points in the 70km/h speed zone was likely contributing to collisions.

This helped the authority to identify risk factors behind reported accidents, assess if enforcement was required and provide insights to road designers.