Math Problem Statement
Solution
Solution
The problem is about a Single Input Single Output (SISO) system with a state-space representation. Here's the given information and required tasks:
-
System Representation: The state-space equations for the system are given by: where:
- is the state vector.
- is the input.
- is the output.
- , , and are matrices defining the dynamics of the system.
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Questions:
- Question 1: Identify the names and dimensions of matrices , , and .
- Question 2: Determine the transfer function of the system in terms of , , and .
Solution:
1. Dimensions of Matrices , , and :
- is the state matrix with dimensions , where is the order of the system (number of state variables).
- is the input matrix with dimensions because there is a single input.
- is the output matrix with dimensions because there is a single output.
2. Transfer Function :
The transfer function of a state-space system can be derived using the formula: where:
- is the Laplace variable (assuming -domain representation).
- is the identity matrix of dimension .
This transfer function expresses the relationship between the input and output in the frequency domain.
Would you like further details on these steps or more explanations?
Related Questions for Further Understanding:
- How do you interpret the role of the matrix in the dynamics of the system?
- Why is called the input matrix, and how does it affect the system’s response?
- What does the matrix signify in the context of output generation?
- Can you explain how the inverse is computed and what it represents?
- How would you find the poles of this transfer function ?
Tip:
Understanding state-space representation is crucial for analyzing multi-variable systems, especially in control theory, as it provides a framework to describe system dynamics in a structured form.
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Math Problem Analysis
Mathematical Concepts
Control Theory
Linear Algebra
State-Space Representation
Transfer Function
Formulas
State-space equations: \( \dot{x} = Ax + Bu \) and \( y = Cx \)
Transfer function: \( G(p) = C(pI - A)^{-1}B \)
Theorems
State-Space to Transfer Function Conversion
Suitable Grade Level
University Level
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