Math Problem Statement
Question 2: A pendulum model is described by d²x/dt² + sin(x) = 10u, where x is the angle and u is the applied torque. Linearize the model around the constant steady-state where x = 30 deg. What is the DC-gain (P(s=0)) of the linear model?
Solution
Step 1: Define the equation and the steady-state condition
We are given the nonlinear pendulum model equation:
where is the angle, and is the applied torque.
We are tasked with linearizing this equation around the steady-state (which is radians).
Step 2: Linearize the equation
To linearize the equation, we need to approximate around .
Taylor expansion of :
The Taylor expansion of around a point is:
For , we have:
Thus, the linearized form of around becomes:
Step 3: Linearized equation
Using this linear approximation in the original equation:
Simplify the equation:
Ignoring the constant terms (since they don’t affect the linearization), we obtain the linearized equation:
Step 4: Determine the transfer function
The linearized equation can be written in terms of the Laplace transform. Let be the Laplace transform of , and be the Laplace transform of . The second derivative of becomes , and the linearized equation in the Laplace domain is:
Factoring out :
Thus, the transfer function from to is:
Step 5: Calculate the DC gain
The DC gain of a system is the value of the transfer function when . Substituting into the transfer function:
Thus, the DC gain of the linearized model is:
Conclusion
The DC gain of the linearized model is .
Would you like more details, or have any questions?
Related Questions:
- How do we apply linearization to other nonlinear differential equations?
- What is the physical significance of the DC gain in this context?
- How does the small-angle approximation affect the linearization of pendulum equations?
- Can we extend this linearization approach to multi-degree-of-freedom systems?
- How do different torques (time-varying vs constant) affect the pendulum's response?
Tip:
When linearizing a system, always check if the steady-state is within the valid range for approximations, such as small angles for trigonometric functions.
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Math Problem Analysis
Mathematical Concepts
Differential Equations
Linearization
Laplace Transform
DC Gain
Formulas
Nonlinear pendulum model: d²x/dt² + sin(x) = 10u
Taylor expansion of sin(x): sin(x) ≈ sin(x₀) + cos(x₀)(x - x₀)
Transfer function: X(s)/U(s) = 10/(s² + (√3)/2)
DC Gain: P(s = 0) = 20√3/3
Theorems
Taylor Series Expansion
Laplace Transform
Suitable Grade Level
Undergraduate (Engineering or Physics)
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