2. Objective
• Monitor Traffic and Weather
• Predict Air Quality in Real Time
• Assess Mitigation Strategies
• Implement Best Strategy
• Prevent Incident
Goal: Reduction in
Air Quality Incidents
4. uTRAQ System
1) Gather Data
Understand current traffic
2) Simulate
Make short term Air Quality prediction
3) Decision
Assess Air Quality
Repeat with mitigation measures
4) Act
Implement measures on street
Input
Simulate
Decision
Simulate
Act
5. Input
Traffic Flows
Real Time Traffic
Data from Street
Detectors
Big Data
Historical
Records of
City Traffic
Detect Pattern of
Road Traffic
Flows
Output:
Today’s
Traffic Demand
11. uTRAQ Prediction: Aimsun Online
• Network status forecasting
• Short term road traffic
forecasts (~ hrs)
• Central to Urban Traffic
Information Centre Management
13. Wind Vector
City
Region Background
Urban Background
Road Source
Rural Site
Suburban Site
Industrial Source
Dispersion model
tracks evolution of
emissions over time
uTRAQ Prediction: Dispersion
14. Computational fluid dynamics effects, such as street
canyons & foliage included in the dispersion model.
uTRAQ Prediction: Dispersion
15. Demonstration Sites
Building on iTRAQ-F and iTRAQ-X , demonstration users are:
• Leicestershire County Council
• Northampton County Council
• Leicester City Council
Leicestershire County
Council
Northampton County
Council
Leicester City Council
First Demonstration
Corridor
Second Demonstration
Signalised Routes
Third Demonstration
Urban Network