32.20.3. Case Study 3: AI for Predictive Pavement Deterioration in Urban Roads

Try these first

1. 1.

   What is deep learning in the context of AI?

   Hint

   Think about how computers learn from data patterns.

2. 2.

   Why do municipalities use AI for pavement analysis?

   Hint

   Focus on the benefits of forecasting.

3. 3.

   What type of data is primarily used by deep learning models in this case study?

   • Text reports
   • Drone images
   • Sensor data

   Hint

   Think about the source of imagery used.

4. 4.

   Predictive maintenance can help cities save costs. True or False?

   • True
   • False

   Hint

   Consider the proactive nature of maintenance.

5. 5.

   Evaluate how the integration of AI and drone imaging can transform the approach to urban infrastructure management.

   Hint

   Consider both operational and financial perspectives.

6. 6.

   Design a proposed flowchart for the AI-driven predictive maintenance process in urban roads.

   Hint

   Think about each step from input to output.