Math Problem Statement
Consider a system model given by What is the free response?
Consider a system model given by What is the free response?
Solution
To find the free response of a system, we generally need a system model, which often comes in the form of a differential equation or a state-space representation. The free response refers to the system's natural behavior when no external input is applied (i.e., ).
Here is a general outline of how to find the free response for common system models:
1. For Differential Equations:
If the system is given by a linear constant-coefficient differential equation, such as:
For free response, we set , resulting in a homogeneous differential equation:
The solution to this equation is typically found by solving the characteristic equation, which gives the natural modes of the system. The general solution (free response) will be a linear combination of exponentials or other functions based on the roots of the characteristic equation.
2. For State-Space Models:
In the state-space form, the system is typically described as:
For the free response, set , and the system simplifies to:
The solution to this system depends on the matrix , and it is typically given by:
The free response is then given by:
This represents the natural evolution of the system's state over time, without any external input.
To provide a detailed solution, I'd need the exact form of the system model you're referring to (whether it's a differential equation, state-space model, or transfer function).
Would you like me to assume a specific system or upload the system model?
Related Questions:
- What are the different methods for solving homogeneous differential equations?
- How does the characteristic equation relate to the natural frequencies of the system?
- Can you explain how the matrix exponential is computed for state-space systems?
- What are the conditions for stability in the free response of a system?
- How does initial state affect the free response?
Tip:
In state-space models, the eigenvalues of matrix provide key insights into the system's stability and natural behavior.
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Math Problem Analysis
Mathematical Concepts
Systems of Differential Equations
State-Space Representation
Free Response
Homogeneous Equations
Formulas
Homogeneous differential equation: a_n (d^n y(t)/dt^n) + ... + a_0 y(t) = 0
State-space form: \dot{x}(t) = A x(t), y(t) = C x(t)
Theorems
Characteristic Equation
Matrix Exponential
Suitable Grade Level
Undergraduate (Engineering or Advanced Mathematics)
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