A method to determine roadways with greatest need for intelligent transportation deployments
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1 A method to determine roadways with greatest need for intelligent transportation deployments Jonathan Riehl Wisconsin Traffic Operations and Safety Laboratory October 25, 2016
2 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
3 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
4 MAP-21 revised federal definition of TSM&O (23 U.S.C. 101(a)(30)) Integrated strategies to optimize existing infrastructure performance Multimodal and intermodal, cross-jurisdictional systems, services, and projects Preserve capacity and improve security, safety, and reliability of transportation system Includes coordinated regional implementation and interoperability
5 TSM&O ITS ITS is part of TSM&O, specifically the technology applications and supporting communications to improve safety and efficiency Contrast that with connected vehicle (CV) applications, which overlap with TSM&O
6 Example TSM&O Traffic Infrastructure Strategies Work Zone Management Traffic Incident Management Service Patrols Special Event Management Road Weather Management Transit Management Surveillance and Monitoring Traveler Information Ramp Management Managed Lanes Active Traffic Management Integrated Corridor Management Truck Parking Traffic Signal Coordination
7 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
8 TSM&O History at WisDOT Early ITS Infrastructure Ramp Metering Began in 1969 in Milwaukee Other infrastructure Loop detectors 70s Dynamic message signs (DMS) 90s Legacy Problems No pavement equivalent method of considering traffic operations and management infrastructure ITS deployments sporadic Legislative issues No direct ITS funding 8
9 TSM&O History at WisDOT Current Status Ramp Metering Began in 1969 in Milwaukee Other infrastructure Loop detectors 70s Dynamic message signs (DMS) 90s Legacy Problems No pavement equivalent method of considering traffic operations and management infrastructure ITS deployments sporadic Legislative issues No direct ITS funding 9
10 Advancing TSM&O Infrastructure Past Decade Algorithm for deployments developed in late 00s Technology Areas Detection and Surveillance Incident Management Traffic Signal Systems Traffic Flow Management Communications Traveler Information Projects completed over 6-8 years through construction projects or standalone funds 10
11 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
12 What is the Need for ITS? Cannot keep adding lanes to solve our problems ITS needs difficult to determine Emphasis on problems you have and how you can solve them ITS is an option Other TSM&O options available Who will solve these problems public, private, PPP? What is the state DOT s role? Solving a problem may have unintended consequences
13 Unintended Consequences Distraction Increased information Theoretically useful information But, information overload Geocaching apps 13
14 Emerging Technologies Traveler Information / RTSMIP Communications Systems / Connectivity Adaptive Signal Control Active Traffic Management Detection Systems Probe Data Big Data Connected Vehicles Automation Other high-tech TSM&O Emerging low-tech TSM&O
15 Other Emerging TSM&O Tech Variable speed limits Curve speed warnings Queue warning systems Intersection conflict warning systems Smart parking Solar roadways Smart pavement Truck platooning Truck parking Flashing yellow arrow Advanced mapping w/ LIDAR 15
16 Emerging Low-Tech TSM&O Congestion pricing VMT tax Crash investigation sites (CIS) Service patrols Work zone management Special event management Transit management Managerial optimization Business process Organizational / culture optimization/collaboration 16
17 Advancing TSM&O Infrastructure Future Deployments Low hanging fruit addressed where to go next? Previous deployments based on old data New technologies maturing rapidly Connected vehicle infrastructure Probe-based traffic data In-car travel time displays Multipurpose cameras Smart traffic signals System needs to be more flexible to adapt quickly 17
18 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
19 TSMO-TIP Annual Cycle
20 TSMO-TIP Flowchart Process Tasks 20
21 Outline Overview of TSM&O ITS/TSM&O Deployments in Wisconsin Acceleration of New Technology TSM&O Traffic Infrastructure Process ITS/TSM&O Deployment Needs Tool Overview Details Additional Uses Acknowledgements / Questions
22 Needs Analysis Tool Presets: Default TIP Safety Mobility Present Mobility Future Service Freight Performance
23 Needs Analysis Tool 23
24 Statistics Behind Map Color Gradient Intended to show relative measure of need Each metric has different distribution / range Transformed to a normal distribution using natural log or square root transform based on best fit Example: AADT (10-year projected) Original, Square Root, Natural Log Transformed to a standard normal distribution Once standardized, metrics are weighted z = x μ σ
25 Event Metric Information 100s of events statewide Range from 300 to 250,000 people per day Each event given impact factor (1-30) Each event given exponential decay function Events summed to determine height of segment
26 Needs Analysis Tool 26
27 Needs Analysis Tool Report 27
28 Needs Analysis Tool Continuous Improvement 6 Year Construction Plan Beta Version Beta Version Snapshot from July 2016
29 Additional Uses of Needs Tool Transportation Investment Management Non-ITS needs Metamanger display tool Multi-state coalitions Others?
30 Acknowledgments WisDOT Bureau of Traffic Operations Project Glenn Vorhes, TOPS Lab Contacts Jon Riehl, TOPS Lab, Mark Lloyd, WisDOT Project Manager,
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