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:

d2xdt2+sin(x)=10u\frac{d^2x}{dt^2} + \sin(x) = 10u

where xx is the angle, and uu is the applied torque.

We are tasked with linearizing this equation around the steady-state x=30x = 30^\circ (which is π6\frac{\pi}{6} radians).

Step 2: Linearize the equation

To linearize the equation, we need to approximate sin(x)\sin(x) around x=30x = 30^\circ.

Taylor expansion of sin(x)\sin(x):

The Taylor expansion of sin(x)\sin(x) around a point x0x_0 is:

sin(x)sin(x0)+cos(x0)(xx0)\sin(x) \approx \sin(x_0) + \cos(x_0)(x - x_0)

For x0=π6x_0 = \frac{\pi}{6}, we have:

sin(π6)=12,cos(π6)=32\sin\left(\frac{\pi}{6}\right) = \frac{1}{2}, \quad \cos\left(\frac{\pi}{6}\right) = \frac{\sqrt{3}}{2}

Thus, the linearized form of sin(x)\sin(x) around x=π6x = \frac{\pi}{6} becomes:

sin(x)12+32(xπ6)\sin(x) \approx \frac{1}{2} + \frac{\sqrt{3}}{2}(x - \frac{\pi}{6})

Step 3: Linearized equation

Using this linear approximation in the original equation:

d2xdt2+(12+32(xπ6))=10u\frac{d^2x}{dt^2} + \left( \frac{1}{2} + \frac{\sqrt{3}}{2}(x - \frac{\pi}{6}) \right) = 10u

Simplify the equation:

d2xdt2+32x=10u+constant terms\frac{d^2x}{dt^2} + \frac{\sqrt{3}}{2}x = 10u + \text{constant terms}

Ignoring the constant terms (since they don’t affect the linearization), we obtain the linearized equation:

d2xdt2+32x=10u\frac{d^2x}{dt^2} + \frac{\sqrt{3}}{2}x = 10u

Step 4: Determine the transfer function

The linearized equation can be written in terms of the Laplace transform. Let X(s)X(s) be the Laplace transform of x(t)x(t), and U(s)U(s) be the Laplace transform of u(t)u(t). The second derivative of xx becomes s2X(s)s^2 X(s), and the linearized equation in the Laplace domain is:

s2X(s)+32X(s)=10U(s)s^2 X(s) + \frac{\sqrt{3}}{2} X(s) = 10 U(s)

Factoring out X(s)X(s):

X(s)(s2+32)=10U(s)X(s) \left( s^2 + \frac{\sqrt{3}}{2} \right) = 10 U(s)

Thus, the transfer function from u(t)u(t) to x(t)x(t) is:

X(s)U(s)=10s2+32\frac{X(s)}{U(s)} = \frac{10}{s^2 + \frac{\sqrt{3}}{2}}

Step 5: Calculate the DC gain

The DC gain of a system is the value of the transfer function when s=0s = 0. Substituting s=0s = 0 into the transfer function:

P(s=0)=1002+32=1032=203=2033P(s = 0) = \frac{10}{0^2 + \frac{\sqrt{3}}{2}} = \frac{10}{\frac{\sqrt{3}}{2}} = \frac{20}{\sqrt{3}} = \frac{20\sqrt{3}}{3}

Thus, the DC gain of the linearized model is:

P(s=0)=2033P(s = 0) = \frac{20\sqrt{3}}{3}

Conclusion

The DC gain of the linearized model is 2033\frac{20\sqrt{3}}{3}.

Would you like more details, or have any questions?

Related Questions:

  1. How do we apply linearization to other nonlinear differential equations?
  2. What is the physical significance of the DC gain in this context?
  3. How does the small-angle approximation affect the linearization of pendulum equations?
  4. Can we extend this linearization approach to multi-degree-of-freedom systems?
  5. 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)