What are the applications of dimensional analysis and why does it work?

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Discussion Overview

The discussion centers on the concept of dimensional analysis, its applications, and the reasoning behind its effectiveness. Participants explore its use in checking solutions, engineering applications, and theoretical implications, without reaching a consensus on its limitations or correctness.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Some participants describe dimensional analysis as a method for checking the correctness of solutions to problems, while others argue that it does not guarantee correctness, as dimensionally correct equations can still be factually incorrect.
  • One participant highlights the use of dimensional analysis in engineering through dimensionless groups, which allow for the analysis of systems without reference to specific units.
  • Applications mentioned include the ability to compare different machines and analyze prototypes in a cost-effective manner by focusing on non-dimensional groups.
  • Another participant notes the application of dimensional analysis to partial differential equations (PDEs), specifically mentioning the non-dimensionalization of the Navier-Stokes equation.
  • References to additional resources and insights on dimensional analysis, including the Buckingham pi theorem, are provided by participants.

Areas of Agreement / Disagreement

Participants express differing views on the effectiveness of dimensional analysis as a correctness check, with no consensus reached on its limitations or the implications of its applications.

Contextual Notes

Some limitations are noted, such as the dependence on definitions and the potential for dimensionally correct equations to be incorrect in context.

Leo Liu
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I know that dimensional analysis is a rough way to check the correctness of the solution to a homework problem. However, what exactly is it and what are the other applications of it? Why does it work?

Thanks.
 
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Leo Liu said:
I know that dimensional analysis is a good way to check the correctness of the solution to a homework problem. However, what exactly is it and what are the other applications of it? Why does it work?

Thanks.
https://en.wikipedia.org/wiki/Dimensional_analysis
 
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I recommend the the factor-label method, which you can find in the linked article above.
 
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Dimensional analysis does not check whether a solution is correct because a dimensionally correct equation is just that and not necessarily a correct equation. For example, one may claim that the surface area of a sphere of radius ##R## is ##A=3\pi R^2.## That makes it dimensionally correct because it has dimensions of area, namely length squared, but it is factually incorrect because it is the total surface area of a hemisphere, not a sphere. If you don't know what the area of a sphere and a circle are in terms of the radius, you would be able to assess its correctness purely on dimensional grounds. However if one claimed that the area of a sphere is ##A=4\pi R^3##, then you would know purely on dimensional grounds that it has imensions of volume, not area and is, therefore, incorrect.
 
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Hi,

Dimensional analysis is a method in engineering used to analyze a system or machine by using 'dimensionless groups'.

What is a dimensionless group?
An expression which has no units (e.g. Reynold's number, Prandtl Number, etc.)

Why would we use this?
1. Use it to describe the physics of a system in a transferable way
We can analyze smaller scale prototypes or compare different machines (hydraulic machine analysis comes to mind) by looking at non-dimensional groups instead of actual lengths and sizes. That is, we can forget about the individual sizes from machine to machine and instead consider dimensionless groups of variables (e.g. power number) and just make comparisons based on that.

2. Cost-effective
This is important in engineering and as mentioned above, if we can simulate a scenario using a smaller scale prototype with the dimensionless groups equated in such a way as to make the physics the same, then it is much cheaper than building a real life model.

3. Powerful
Lets us discern which variables are most important

These are some of the benefits of dimensional analysis.

Hope that was of some use.

[EDIT]: As mentioned above, there are other uses as well. There are also applications of dimensional analysis to PDEs. For example, you can non-dimensionalise the Navier-Stokes equation.
 
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