Nondimensionalization and Scaling

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SUMMARY

Nondimensionalization and scaling are distinct processes in mathematical modeling, particularly in fluid dynamics. Nondimensionalization eliminates dimensional quantities by introducing a characteristic length scale, as illustrated by the transformation x = Lx*, where L represents a typical length scale. In contrast, scaling assesses the relative sizes of terms in equations, allowing for simplifications by introducing small parameters, such as epsilon, to analyze the behavior of the system. This distinction is crucial for accurate modeling and analysis in the context of water wave theory as discussed in R.S. Johnson's "A Modern Introduction to the Mathematical Theory of Water Waves."

PREREQUISITES
  • Understanding of dimensional analysis
  • Familiarity with mathematical modeling techniques
  • Knowledge of fluid dynamics principles
  • Basic proficiency in differential equations
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  • Study the concept of dimensional analysis in detail
  • Explore nondimensionalization techniques in fluid dynamics
  • Learn about scaling methods in mathematical modeling
  • Read R.S. Johnson's "A Modern Introduction to the Mathematical Theory of Water Waves" for practical applications
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Mathematicians, physicists, and engineers involved in fluid dynamics, as well as students and researchers seeking to deepen their understanding of nondimensionalization and scaling in mathematical modeling.

hanson
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Hi all.
To me, scaling means adopting properly scales in nondimensionalization.
However, as I see in the book "A modern introduction to the mathematical theory of water waves" by R.S.Johnson, the author distinguish the two processes in a way that confuses me much. (Sec. 1.3.1 and 1.3.2)
Can someone who have used this book kindly help clarify the two things?
 
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Hello,

I am not familiar with the book, but I believe non-dimensionalization literally gets rid of all dimensional quantities. So, you might write something like
x=Lx* where L is a typical length scale in the x direction and resplacing all your x' s by x* 's where x* is a non dimesional quantity since you have taken 10metres, say, and divided it by metres to just get 10.

Scaling on the other hand helps you get an idea of the relative sizes of terms so if you had something long in the x direction and short in the y direction you would write something like x=x* and y=epsilon y* where epsilon <<1 and plug this into your equations. You would then be able to see the relative sizes of terms with epsilons, epsilon^2 etc and maybe discard the highest order terms in epsilon if appropriate.

Hope this helps
 

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