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10 - Essential Numerical Methods

Published online by Cambridge University Press:  05 February 2013

A. Terrence Conlisk
Affiliation:
Ohio State University
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Summary

Introduction

Mechanical engineers design new products for consumer use: engines for automobiles, airplanes, and other devices; cars; air-conditioners; heat pumps; compressors; fans; hair dryers; and all sorts of other products. Increasingly, mechanical and chemical engineers are involved in the design of biomedical devices for drug delivery systems, biochemical sensing, and rapid molecular analysis. In this chapter, the basic numerical techniques used to provide design and performance criteria of these devices are described. A simplified view of a general design process is depicted in Figure 10.1.

In this chapter, we shift gears a bit and discuss some basic concepts associated with numerical methods.1 These methods are required when no simple analytical solution is possible. What is meant by the term analytical is that no solution can be found in terms of simple functional forms such as the polynomial, trigonometric, exponential, logarithmic, or hyperbolic functions. In the following, much attention is focused on the basic methods required to solve a nonlinear ordinary differential equation. This requires several different capabilities:

  • Numerical differentiation

  • Solving sets of linear(ized) equations

  • Numerical integration

There are many situations for which numerical methods are required in micro- and nanofluidics. For example, determining the dependence of the ζ potential on pH in Chapter 7 requires a numerical zero-finding technique. The non-linear Poisson equation for the electrical potential discussed in the preceding chapter requires a numerical solution for the potential. In general, the solution of the potential equation for multicomponent and multivalent mistures requires a numerical solution.

Type
Chapter
Information
Essentials of Micro- and Nanofluidics
With Applications to the Biological and Chemical Sciences
, pp. 348 - 446
Publisher: Cambridge University Press
Print publication year: 2012

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