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Incorporating Reliability into Modeling Tools

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Presentation on theme: "Incorporating Reliability into Modeling Tools"— Presentation transcript:

1 Incorporating Reliability into Modeling Tools
February 20, 2015 Source = portlandtribune.com

2 Project Team KAI MAG Metro Metropia Xuesong Zhou Kiel Ova
Wayne Kittelson Shaun Quayle Anxi Jia Andy Butsick MAG Sarath Joshua Eric Nava Metro Peter Bosa Dick Walker Metropia Yi-Chang Chiu Robert Tung Xuesong Zhou Kiel Ova

3 FHWA Partners John Halkias (Systems Management Team Leader)
Doug Laird (Congestion Management and Pricing) James Sturrock (ITS Operations Engineer) Chung Tran (Transportation Operations Specialist) Tracy Scriba (SHRP2 Reliability Coordinator)

4 Phoenix Pilot Test Stakeholders
MAG Eric Anderson (Transportation Director) Monique de los Rios-Urban (Transportation Performance Program Manager) Bob Hazlett (Senior Engineer) Sarath Joshua (Senior Program Manager) Eric Nava (ITS and Safety Engineer) ADOT Brent Cain (Deputy State Engineer) Keith Killough (Director, Transportation Analysis) Maricopa County Nicolaas Swart (Traffic Engineering Manager) City of Phoenix Marshall Riegel (Senior Civil/Traffic Engineer) FHWA – Arizona Division Toni Whitfield (Operations Engineer)

5 Project Overview - Purpose
Demonstrate the usefulness of reliability metrics Build upon already-completed work Employ accessible models and methods

6 Why Incorporate Reliability into Planning Models?
Travel time has been the traditional mobility measure for a corridor but it’s not a complete descriptor of the traveler’s experience.

7 More Realistic Assessments to Decision Makers
TRADITIONAL METHOD Analytic Tools That Do Not Incorporate Reliability: The effect of the proposed operational improvement will be to change the weekday pm peak hour LOS from F to D. Often calibrated to a single day’s traffic count VALUE-ADDED METHOD Analytic Tools That Incorporate Reliability: The effect of the proposed operational improvement will be to reduce the number of peak hour failures from 15 per month to 5 per month. Requires more data for baseline and multiple scenarios

8 Project Overview – Role of Stakeholders (you)
Provide input on appropriate test strategies and performance metrics Objectively assess the credibility and value of the tool output Become knowledgeable resources for other agencies and peers Inside and outside of your agency

9 Project Overview – SW Corridor Pilot Test Site
Multimodal analysis opportunities Includes major arterial and parallel freeway DynusT already calibrated and operational VISSIM available for possible use Sources of unreliability are all in play Weather Crashes Special events Work zones Source =

10 Project Overview – Phoenix MAG Pilot Region
Leverages an existing robust crash database Regional impact assessments of enhanced TIM and ICM strategies Demonstrates tool applicability to a large subarea

11 Analysis Tools Overview
DynusT: open-source DTA in use by many MPO’s Similar input schema AMS Data Hub open-source data integrator Connects to other analysis tools VISSIM Microscopic analysis tool Could extend tool usefulness

12 Scenario Generator Conceptual Implementation

13 Reliability Performance Metrics

14 Test Plan – MAG Study Area
Calibrate/validate with days of historical data (including weather and crashes) Test effectiveness of various TSM&O strategies Report findings/results to Stakeholder group Solicit feedback on usefulness, credibility, SWOT analysis, etc. Test Strategy TSM&O/ITS Treatment Factors Affecting Reliability Base Case w/ and w/o Reliability Factors Incident Response Rapid Towing Freeway/Arterial Diversion Integrated ramp metering

15 Schedule Project work is on schedule
Tool testing and applications work will begin soon The next Stakeholder meeting is expected to be in late summer

16 Discussion – Test Plan Components
Data Collection Calibration and Validation TSM&O Strategies Analysis Metrics

17 Discussion – Data Collection
Are we missing a useful data source? What is your assessment of the accuracy and reliability of these data sources? Other data-related issues?

18 Discussion – Calibration and Validation
Has the right time window been selected? What are reasonable calibration targets? What would you consider to be an acceptable turnaround time for a result? What kind of applications do you have where this tool would be most appropriate to apply? Other calibration/validation issues?

19 Discussion – TSM&O Strategies
Any proposed strategies that should NOT be tested? Other test strategies that might offer greater insights? Other issues related to TSM&O strategies? Test Strategy TSM&O/ITS Treatment Factors Affecting Reliability Base Case w/ and w/o Reliability Factors Incident Response Rapid Towing Freeway/Arterial Diversion Integrated ramp metering

20 Discussion – Analysis Metrics
What metric(s) are most helpful in your technical assessments? What metric(s) will best inform decision makers? What metrics would define an acceptable analysis process? Other issues related to performance metrics?

21 Discussion – Feedback Expectations
Credibility Analysis process Analysis results Value Sensitivity to improvement strategy alternatives Decision-making process SWOT Analysis Strengths Weaknesses Opportunities Threats Other

22 Next Steps Develop Analysis Framework FEB-MAR
Prepare and Calibrate Analysis Tools MAR-APR Pilot Test the Analysis Tools on MAG Study Area APR-JUN Summarize and Present Results JUN-JUL Solicit Stakeholder Feedback (2-Hr Meeting) JUL-AUG Contact: Eric Nava MAG (602)


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