Using spatial presentation of bus GPS data to identify and justify bus priority upgrades
1. C. Rusin and G. Kumar
Spatial presentation
of PTIPS data for
Bus Priority Planning
July 2016
2. OUTLINE
Introduction (the story)
The bus priority story
Data analysis
Geospatial analysis
Interpretation of data
Presentation of analysis
Project outcomes
Next steps
3. Sydney’s bus network:
13 bus contract regions
Over 600 bus routes
In the vicinity of 370 million
bus passengers over a
year
2.54 billion passenger
kilometres in 2015 (1.58
billion in Melbourne)
CONTEXT: ABOUT SYDNEY BUS SERVICES
4. Bus priority in Sydney
600 bus routes, thousands of services each day
Over 1 million passengers transported per day
SYDNEY’S BUS FUTURE (TFNSW 2013)
‘Simpler, faster, better bus services’:
‘turn up and go’ services
Rapid services av. speed above 25 km/hr
Reliability of services (to timetable)
Tiers of the bus network:
Rapid routes (efficiency, linking centres)
Suburban routes (frequency)
Local routes (coverage)
Issues affecting bus efficiency:
Competing demands for road space
Constrained by congested road networks
THE BUS PRIORITY STORY
A B
Rapid
Suburban
Local
6. BUS PRIORITY IN SYDNEY
Bus priority story – what do we want?
Bus network which is reliable, efficiency,
understandable
NSW Premiere’s target for 90% of peak travel
on road routes is on time
Partner with NSW Government’s investment
strategy
Confidence in where to spend
Task: Develop analysis tool for analysing data
and identifying corridor pinchpoints.
7. Transport for NSW has commissioned several pinch points analysis for improved
bus priority infrastructure, along several corridors.
Using the Public Transport Information and Priority System (PTIPS)
PTIPS
8. Pinch points analysis in the bigger picture:
Justification for bus priority and corridor efficiency improvements…
Clear understanding of bus corridor pinchpoints
PROJECT FLOW CHART
INTRODUCTION
Identify
problem
corridor
Investigation
and
assessment
Options
evaluation
Corridor
performance
and options
report
Design of
infrastructure
solution
PTIPS analysis to
understand pinch points
10. DATA ANALYSIS
Case study: Northern
Beaches (Neutral Bay to
Mona Vale)
Over 820,000 bus trips
(over 50 routes), 30kms or
corridor.
Local issues:
Traffic congestion
Weekend travel time
issues
Kerbside parking
Passenger congestion at
stops
Narrow lanes
Inconsistent bus priority
infrastructure
Identified as a priority Rapid Bus
Corridor in Sydney’s Bus Future
(2013)
11. DATA ANALYSIS
Task strategy:
Lessons learned:
Know what your end result should look like
Template MS Excel, copy-paste data sets, automated analysis
GIS analysis – good for large data analysis
Avoid taking averages of averages (use first principles)
1. Stop-by-
stop analysis
2. time-point
analysis
12. GEO-SPATIAL ANALYSIS
Time point data analysis
Finer-grained data, identification of specific problem locations
Larger volume of data to analyse
GIS is an effective application to analyse and visualise speed and
variability results.
Method:
1: Processing raw PTIPs data into format, excluding irrelevant and
erroneous data.
2: Segmented the bus route into sections (106 sections, 150-170m)
3: Data imported and mapped using x,y co-ordinates
4: Identify northbound/southbound routes and data outside of corridor
excluded
14. GEO-SPATIAL ANALYSIS
Time point data analysis
Data imported and mapped using x,y
co-ordinates
5: Calculated average travel times
for each section, determined by
interpolating the times at which the
bus arrived at the segment ends.
6: Analysis was visualized on a
map.
16. INTERPRETATION OF DATA
Stop-based data analysis
Comparing two metrics: Average Speed and Average variation
Consider whole corridor – to find pinch points.
Pinchpoint
Pinchpoint
17. INTERPRETATION OF DATA
Stop-based data analysis
Pinchpoint
Pinchpoint
AM Peak
Inbound services
Between Sydney
Road, Balgowlah and
Sydney CBD
Comparison of All
stops and Express
services
18. VALIDATION OF ANALYSIS
Inbound traffic, PM period,
Military Road at Wycombe
Road (Neutral Bay) - facing
West
Bunching of services: buses
delaying buses
Inbound (Neutral Bay)
19. VALIDATION OF ANALYSIS
Outbound traffic, Military
Road at Murdoch Street
(Cremorne)
Inbound traffic, PM
period, Military Road -
facing West
Bus lane free
20. PRESENTATION OF ANALYSIS
Time point analysis (Map with colour-coded sections)
High level of detail
Efficient analysis through GIS
Identification of specific pinch point locations
Visual presentation of corridor performance metrics
Map – easy to understand
Stop-stop analysis (graphical presentation)
Best use of available data
Graphical analysis efficient to produce
Connection between performance metrics and locations
Logic for pinch point identification is clear
Which is better?
21. OTHER ASSESSMENT TOOLS
Opal card origin-destination data analysis
Other ticketing data and service type comparisons (all stop versus limited
stops)
Busway vehicle flow and passenger capacity analysis
Current flow vs optimal capacity – efficiency enhancements
Options assessment:
Detailed
assessment
Preliminary
investigation
Strategic
review
• Toolkit of options
• TWG review
• SWOT assessment
• Preliminary capacity
investigation
• Modelling
• Multi-criteria assessment
22. PROJECT OUTCOMES
Tailor-made approach to measuring and understanding pinchpoints.
Informed improvements to bus corridor efficiency:
New bus lanes and converted lanes to bus priority
Fewer bus stops
Bus platforms next to stops or indented bays
Extended bus lane times
Removal of roadside inhibitors (e.g. trees)
Parking removal and adjacent street parking improvements
Opportunities to use the analysis in various stages of project lifecycle.
Transport NSW expressed satisfaction with the outputs:
Understandable
Reliable basis for justifying planning & investment
Enables specific response to actual corridor issues
23. NEXT STEPS
Inputs into broader study on Northern Beaches corridor performance and
opportunities investigation
Previously this work has fed into business cases for corridor improvements
Creating a stream-lined data analysis service for our clients – well tested
and proven
Combine with other tested analysis methods and develop a toolkit for
corridor performance analysis, option development and assessment
Opportunities to use method within Auckland and New Zealand
comparable transport markets
24. The Big Picture
LAST WORDS
Source: Daily Telegraph, “Frustrated commuters want express service”, Dec 2015
(Photo: Justin Sanson)
“… if we want to reduce our reliance on private cars we need better and
more frequent public transport options.” The Hills Mayor, Michelle Byrne
Before I introduce the work, let me tell you a little about the bigger picture story.
When the Sydney bus picture looks like this, we look to unique methods of understanding and solving the problems.
High quality interchanges with consistent wayfinding and signage • Address bus pinch points with missing link bus priority treatments on: – Pittwater Road north of, and across, Narrabeen Lakes – Pittwater Road between Dee Why and Brookvale – Military Road between The Spit and Neutral Bay In the longer term: • Complete investigation of Bus Rapid Transit for the Northern Beaches • New off-street bus interchange facility north west of Manly • New bus interchange facility at Neutral Bay Junction
About PTIPS – Public Transport Information and Priority System
Story of how we got to this position
Story of how we got to this position
One of our latest Bus priority projects was the Northern Beaches corridor from Neutral Bay to Mona Vale. This was a broader study of the overall performance of the corridor and bus prioritisation options. It involved an extensive analysis of PTIPs, GPS and travel time data.
This corridor is notoriously congested, as it is the primary mode of transport for people travelling to from and within the Northern Beaches area of Sydney. In addition to this, Neutral Bay forms a funnel for many of the trips travelling to and from parts of Sydney south of the harbour, including the CBD.
We analysed over 820,000 bus trips averaged over a month in 2015. the objective was to identify the all of the pinchpoints, speed, variability and travel times along the corridor, in order to prioritise investment into bus infrastructure.
Ultimately there were expected to be trade-offs in the competition for road space along this corridor.
Local problems:
(as listed)
Funnelling of traffic through Neutral Bay affects corridor capacity
Step by step process
Automated data cleansing
Metrics agreed with client – based on the amended performance standards set within Sydney’s Bus Future.
Metrics are average travel speed and variability – variability is…
E.g. Average speeds between 18-25km/hr and
Variability between 24-40%
Analysis completed in parallel processes.
Stop-by-stop (existing data format)
Time-points (requiring GIS processing)
GEETA – have shortened points on the slide.
Time point data analysis
Allows finer-grained view of corridor data, identification of specific problem locations
Creates a larger volume of data to analyse
GIS is an effective application to process and analyse large volume of data.
Method:
First steps involved processing raw PTIPs data into a format for analysis and excluding irrelevant and erroneous data.
The Northern Beaches corridor - 106 sections , ranging between 150 – 170 m.
GEETA – have shortened points on the slide.
Time point data analysis
The data imported directly into ESRI ArcGIS geodatabase and mapped using x,y coordinates
All data points outside 40 m of the road excluded
Using linear referencing tool in ArcGIS, northbound and southbound routes were created and each data point had a chainage calculated.
This method was used to interpolate travel times and variability for each segment
The average travel times and variability was then visualized on a map.
GEETA
Describe how this graphic was created and what it shows.
Discuss thresholds – e.g. travel speeds and variability upper and lower bounds
Thresholds based on desired performance as discussed in Sydney’s Bus Futures and agreed with Transport for NSW
Average Speed ideally above 25km/hr
Variability less than 40%
The data analysis study was used as part of broader study on Northern Beaches corridor performance and opportunities investigation
Previously this work has fed into business cases for corridor improvements
Creating a stream-lined data analysis service for our clients – well tested and proven
Opportunities to use method within Auckland and New Zealand transport markets
Who in the room catches to the bus to and from work?
Who catches the bus for fun? Or relies on it for
I would not be surprised if your bus journey to work was one of the most frustrating moments in your day. It certainly has been for me. I am actually a train convert.
Imagine if we could be like those Nurofen ads? “Transport planners