17.3.3. Artificial Intelligence in SHM

Try these first

1. 1.

   What is machine learning?

   Hint

   Think about how computers improve their performance over time.

2. 2.

   What does deep learning use to analyze data?

   Hint

   Consider how the brain processes information.

3. 3.

   What is the main benefit of using AI in SHM?

   • Increased costs
   • Improved accuracy in damage detection
   • Less data requirement

   Hint

   Think about how technology enhances reliability.

4. 4.

   True or False: Deep Learning is less effective than traditional Machine Learning for analyzing data.

   • True
   • False

   Hint

   Consider the complexity of data we are dealing with.

5. 5.

   Discuss the implications of relying heavily on AI for SHM. What are the potential risks and benefits?

   Hint

   Consider various scenarios where AI could both help and hinder decision-making.

6. 6.

   Propose a step-by-step method for integrating Machine Learning into an SHM system, highlighting key considerations at each step.

   Hint

   Think logically about how you would implement a systematic approach to include AI.