22.7.2. Data Sources and Training Datasets

Try these first

1. 1.

   What is historical project data?

   Hint

   Think about previous excavation records.

2. 2.

   Name two types of sensor data used in autonomous geotechnics.

   Hint

   Consider devices that provide location and distance information.

3. 3.

   What is the primary purpose of using historical project data in autonomous drilling?

   • To control machine movements
   • To predict equipment failures
   • To improve algorithm accuracy

   Hint

   Consider how learning from past mistakes helps in future improvements.

4. 4.

   True or False: Real-time sensor data is not essential for autonomous systems.

   • True
   • False

   Hint

   Think about feedback during building projects.

5. 5.

   Evaluate the impact of integrating drone data with traditional survey methods on project timelines and costs.

   Hint

   Consider how newer technology can replace or enhance traditional practices.

6. 6.

   Propose a strategy for utilizing historical project data to solve a specific problem encountered during drilling.

   Hint

   Think of patterns in your data and their solutions.