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DRIVE Net: An E-Science Transportation Platform for Big Data, Big Discoveries, and Big Decisions PacTrans STAR Lab University of Washington July 17, 2015.

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Presentation on theme: "DRIVE Net: An E-Science Transportation Platform for Big Data, Big Discoveries, and Big Decisions PacTrans STAR Lab University of Washington July 17, 2015."— Presentation transcript:

1 DRIVE Net: An E-Science Transportation Platform for Big Data, Big Discoveries, and Big Decisions PacTrans STAR Lab University of Washington July 17, 2015 John Ash jeash@uw.edu Wenbo Zhu wbzhu@uw.edu

2 PacTrans STAR Lab Research on DRIVE Net Background 1 What causes congestion and how to mitigate it? How much fuel and time wasted? How much extra pollution caused by traffic jam? Image source: http://static.guim.co.uk/sys-images/Guardian/Pix/pictures/2009/6/18/1245347153341/Traffic-runs-slowly-as-he-001.jpghttp://static.guim.co.uk/sys-images/Guardian/Pix/pictures/2009/6/18/1245347153341/Traffic-runs-slowly-as-he-001.jpg

3 PacTrans STAR Lab Research on DRIVE Net Background 2 Picture source: http://en.wikipedia.org/wiki/I-35W_Mississippi_River_bridge How to monitor health condition of transportation infrastructure? Which infrastructure piece is the most critical for the roadway network?

4 PacTrans STAR Lab Research on DRIVE Net Other Sample Key Questions How to quantify the benefit from a transportation investment? How to measure vehicle miles of travel/vehicle hours of travel? What is the impact of a road construction project on travel? How to estimate traffic emissions at a given location and time? What is the impact of toll on users of different income levels? Where do pedestrians go and how to improve their safety? Which route deserves top priority to build? How to improve transit services without adding new resources? How does congestion form up and how to mitigate it? How much does an incident cost and how to reduce the cost? Where do trucks go and how to guide them to the best routes? 3

5 PacTrans STAR Lab Research on DRIVE Net Background 4 To answer critical transportation questions and make informed decisions, we need

6 PacTrans STAR Lab Research on DRIVE Net Data Hurdles 5 Segmented by jurisdictions Lack of standardization

7 PacTrans STAR Lab Research on DRIVE Net Age of Big Data 6 Traffic Sensors Transportation Big Data!

8 PacTrans STAR Lab Research on DRIVE Net Age of Big Data 7 Image sources: http://connectedvehicle.challengepost.com/submissions/2912-dsrc-the-roadway-to-intelligent-transportation

9 PacTrans STAR Lab Research on DRIVE Net Digital Roadway Interactive Visualization and Evaluation Network (DRIVE Net) The system under development at the STAR Lab is called Digital Roadway Interactive Visualization and Evaluation Network (DRIVE Net) DRIVE Net is a system for the data sharing, visualization, modeling, and analysis Web-based system for e-science investigations Display real-time traffic information Data sharing platform Tools to evaluate and analyze data Standardized procedures Data quality control 8

10 PacTrans STAR Lab Research on DRIVE Net

11 New Generation Online Platform 10 www.uwdrive.net/DriveNetAlpha

12 PacTrans STAR Lab Research on DRIVE Net Key Features HCM Analysis Maps and Data Multi-Modal Detection Travel Time Analysis Safety Performance Upcoming Features 11

13 PacTrans STAR Lab Research on DRIVE Net Ongoing Functions Interstate Elevation Data 12

14 PacTrans STAR Lab Research on DRIVE Net Interstate Elevation Data Google Earth elevation extraction tool 13

15 PacTrans STAR Lab Research on DRIVE Net Interstate Elevation Data Interstate elevation curves Fuel consumption analysis Grade effects on traffic flow, speed, accidents, etc. 14

16 PacTrans STAR Lab Research on DRIVE Net 15 Thanks for your attention! DRIVE Net current developers: Ruimin Ke Email: ker27@uw.eduker27@uw.edu Dr. Weibin Zhang Email: wbzhang@uw.eduwbzhang@uw.edu


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