Get an introduction to system identification that covers what it is and where it fits in the bigger picture. See how the combination of data-driven methods and physical intuition can improve the model with so-called grey-box methods.
Watch the full series on System Identification: https://youtube.com/playlist?list=PLn8PRpmsu08p5KkY8_P8G6fJhelUHHi6b
Explore the components of a mathematical model and look at the differences between the white-box method and the black-box method for developing a model of a physical system. Finally, learn the difference between identifying a dynamic model from data versus just fitting a curve to the data.
Check out these other links:
- All of the references below are displayed in a journey on Resourcium: https://bit.ly/3Lg6ZQV
- Introduction to System Identification: https://youtu.be/u7hJ1aF-JrU
- System Identification Overview: https://bit.ly/3Ou7h8R
- What are Dynamic Models? http://assets.press.princeton.edu/chapters/s8124.pdf
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