What is Modeling ?

There are many engineering softwares out there to solve various engineering problems. Some of the tools requires you to input your problem in the form of differential equation, some others requires the input as Transfer Function and some others requires the input as State Space Equation. To utilize these tools as much as possible, you need to understand the concept of all these mathematical variations.

In most of classroom in school, most of the focus is placed on how to solve a given differential problem. But as I mentioned in other posts, I think it is more important to understand the meaning of the given equation and it would be the best if you can derive the equation on your own from a given situation.

What is the most important steps for Modeling ?

The most important thing for modeling is to figure out the governing equation for the given situation (problem). The governing equation varies depending the area/field, so you would need to have the basic understandings on theory for the given problem.

You may get the basic idea from Governing Equation page, but you would learn the governing equation (law) for each specific cases in all of the modeling examples.

What kind of mathematical form for a model ?

Modeling in differential equation refers to a process of finding mathematical equation (differential equation) that explains/describes a specific situation.

Most of the mathematical methods are designed to express a real life problems into a mathematical language. This is called 'modeling', at least in engineering Mathematical Modeling is the most important reason why we have to study math.

So it is very important to know the concept of differential equations, but as you repeat this kind of modeling process or work in a specific field for a long time, you would get the tricks to directly construct Transfer Function or State Space Equation without getting into the steps of building up the differential equation.

Basically you can represent a given problem into any form of mathematical model and it is completely up to you to pick up which form you want to use, but following illustration would show you some of commonly used mathematical model.

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With Matrix, Differential Equation is one of the most usefull tool for mathematical modeling and following illustration would show you a several different format of Mathematical Models derived from differential equation.

Usually (at least, in most of University Courses), the first step is to describe a system into a set of differential equations and convert those equations into Transfer Function (by Laplace Transform) and State Space Equations.

 

 

 

 

 

 

 

 

 

Gravitational waves are ripples in the fabric of spacetime caused by the acceleration of massive objects, such as colliding black holes or neutron stars in the universe.

Common Core State Standards

How does this relate to 6th grade math, 7th grade math, and 8th grade math?

  • Grade 6 – Expressions and Equations (6.EE.A.2c)
    Write, read, and evaluate expressions in which letters stand for numbers.

  • Grade 6 – Expressions and Equations (6.EE.B.5)
    Understand solving an equation or inequality as a process of answering a question: which values from a specified set, if any, make the equation or inequality true? Use substitution to determine whether a given number in a specified set makes an equation or inequality true.

  • Grade 7 – Expressions and Equations (7.EE.A.1)
    Apply properties of operations as strategies to add, subtract, factor, and expand linear expressions with rational coefficients.

  • Grade 8 – Expressions and Equations (8.EE.C.7)
    Solve linear equations in one variable.

  • Grade 8 – Expressions and Equations (8.EE.C.7b)
    Solve linear equations with rational number coefficients, including equations whose solutions require expanding expressions using the distributive property and collecting like terms.

Education Information Services

Among the most recent advancements is agentic AI, AI that acts independently, makes decisions, adapts and learns dynamically, which represents a seismic shift in how designers work and how the design thinking framework must adapt to new opportunities. 


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