Real-Time Traffic Congestion Impact Analysis

Optimize urban mobility with our Real-Time Traffic Congestion Impact Analysis workflow. Gain actionable insights into how traffic surges affect public transit schedules, identify bottleneck patterns, and implement proactive routing adjustments to ensure seamless, reliable passenger transport and reduced operational delays.

Start
1. Fetch Sensor Data
2. Fetch Historical Baseline
3. Calculate Congestion Index
4. Aggregate Zone Density
5. Calculate Delay Impact
6. Create Analysis Report Entry
7. Update Traffic Status
8. Assign Traffic Engineer Review
9. Create a task for the field unit if congestion is caused by a detected incident/accident.
10. Alert Transport Authorities
11. Notify Emergency Services
12. Generate Daily Congestion Summary
13. Cleanup Temporary Sensor Logs
End

Start of the Workflow/Process.

Retrieve real-time vehicle count and speed data from IoT traffic sensors in the target zone.

Retrieve historical average traffic patterns for the same day and time from the historical data model.

Calculate the deviation percentage between real-time speed and historical baseline speed.

Calculate the average vehicle density across all active sensors within the analyzed area.

Estimate the total extra travel time (in minutes) caused by the current congestion.

Generate a new record in the Analysis Data Model containing the calculated congestion metrics and timestamp.

Update the 'Current Status' field in the Road Segment Data Model (e.g., from 'Green' to 'Red').

Create a task for the Duty Engineer to manually verify high-severity congestion anomalies.

Create a task for the field unit if congestion is caused by a detected incident/accident.

Send an automated email alert to the Department of Transportation regarding critical congestion levels.

Send an SMS alert to emergency responders if the analysis detects a sudden drop in speed indicating a possible crash.

Create a visual PDF report summarizing the daily congestion trends and impact levels for stakeholders.

Delete temporary high-frequency raw data entries that are no longer needed after analysis completion.

End of the Workflow/Process.

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