17.2.4 - Data Processing and Analysis
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Practice Questions
Test your understanding with targeted questions
What is the purpose of signal filtering in data analysis?
💡 Hint: Think about how clarity impacts the data.
Define noise reduction.
💡 Hint: Imagine a static sound you want to eliminate.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of signal filtering in SHM?
💡 Hint: Think about data clarity.
True or False: Anomaly detection relies on identifying patterns in data.
💡 Hint: Patterns can indicate what is normal.
1 more question available
Challenge Problems
Push your limits with advanced challenges
You have a dataset with significant noise and want to predict structural damage. Outline steps you would take to filter the data and apply anomaly detection.
💡 Hint: Consider what comes first in the process of data preparation.
Discuss how you would use visualization tools to present the findings of a SHM study to a non-technical audience.
💡 Hint: Think about making complex data relatable.
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