Partial Differential Equations - 11 | 11. One-Dimensional Wave Equation | Mathematics - iii (Differential Calculus) - Vol 2
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Interactive Audio Lesson

Listen to a student-teacher conversation explaining the topic in a relatable way.

Introduction to the One-Dimensional Wave Equation

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Teacher
Teacher

Today, we're exploring the one-dimensional wave equation, which helps us understand how waves propagate. It can be represented as ➜ βˆ‚Β²u/βˆ‚tΒ² = cΒ² βˆ‚Β²u/βˆ‚xΒ². Can anyone tell me what u(x, t) signifies?

Student 1
Student 1

Is u the displacement of the wave at a given position and time?

Teacher
Teacher

Correct! And what about c?

Student 2
Student 2

C is the speed at which the wave travels, right?

Teacher
Teacher

Exactly! So we have u(x, t) as the displacement and c as the wave speed. To remember the equation, think of the acronym 'WAVE' for 'Wave's Angular Velocity Equation.'

Student 3
Student 3

That's a cool way to remember it!

Derivation of the Wave Equation

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Teacher
Teacher

Let's derive the wave equation using a vibrating string model. We'll consider the tension and mass per unit length. Can anyone remind me what happens to an infinitesimal segment of the string when lied between point x and x + Ξ”x?

Student 4
Student 4

The forces acting on it from tension cause an acceleration?

Teacher
Teacher

Correct! And this leads to Newton's second law. Using that concept, we find that the wave equation arises from these tension dynamics!

Student 1
Student 1

How do we lose Ξ”x in the derivation?

Teacher
Teacher

Good question! We apply the limit as Ξ”x approaches zero. The resulting equation shows the delicate balance of tension and mass, giving us the final wave equation.

Student 2
Student 2

Do we always derive it like this?

Teacher
Teacher

It's a common method, especially for this context, but variations exist for different situations. Now, remember the phrase 'Tension Dynamics’ to help memorize these concepts!

General Solution and D'Alembert's Formula

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Teacher
Teacher

Now let's discuss D'Alembert's formula. The general solution of the wave equation is u(x, t) = f(x - ct) + g(x + ct). Why do you think this formula is key?

Student 3
Student 3

Because it shows how waves can travel without changing shape?

Teacher
Teacher

Absolutely! And f represents waves moving right while g represents waves moving left. It's essential to grasp this movement understanding. To recall this, we can use the mnemonic 'Flowing Waves'β€”F for f(x - ct), and G for g(x + ct).

Student 4
Student 4

So one wave moves forward while the other goes backward!

Teacher
Teacher

Exactly! Let’s remember that both functions f and g are arbitrary, indicating unlimited possibilities of solutions.

Initial and Boundary Value Problems

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Teacher
Teacher

Finally, let’s cover Initial and Boundary Value Problems. We start with initial conditions such as displacement u(x, 0) = Ο†(x) and velocity βˆ‚u/βˆ‚t (x, 0) = ψ(x). What do these represent?

Student 2
Student 2

They tell us how the wave is starting at time t = 0!

Teacher
Teacher

Exactly! Now, boundary conditions like Dirichlet specify fixed values at the endpoints. Why is that important?

Student 1
Student 1

It helps determine the specific behavior of the wave at the edges?

Teacher
Teacher

Exactly right! Use the acronym 'BACE'β€”Boundary And Conditions Evaluateβ€”to remember the importance of boundary conditions!

Student 3
Student 3

I'm starting to see how these conditions help shape the overall wave!

Introduction & Overview

Read a summary of the section's main ideas. Choose from Basic, Medium, or Detailed.

Quick Overview

The one-dimensional wave equation describes the propagation of waves through a medium along a single spatial dimension.

Standard

This section details the one-dimensional wave equation, its derivation from principles of physics, the general solution using D'Alembert’s formula, and methods for solving initial and boundary value problems. It emphasizes the importance of boundary conditions and presents various methods, including separation of variables, to obtain specific solutions.

Detailed

Detailed Summary

The one-dimensional wave equation is a vital second-order linear partial differential equation modeled as:

$$\frac{\partial^2 u}{\partial t^2} = c^2 \frac{\partial^2 u}{\partial x^2}$$

Here, $u(x, t)$ represents the displacement of a wave at position $x$ and time $t$, while $c$ is the speed of wave propagation. The derivation of this equation assumes a vibrating string under tension, leading to a fundamental relation between transverse displacement and tension per unit mass.

Key Sections:

  1. Derivation of the One-Dimensional Wave Equation: Through Newton's laws and string tension consideration, it is shown that the string's tension creates a balance leading to the wave equation.
  2. General Solution: Defined by D'Alembert’s formula, it illustrates that waves propagate at speed $c$ without altering shape.
  3. Initial and Boundary Value Problems (IBVP): Initial conditions on displacement and velocity lead to specific solutions using D'Alembert's framework.
  4. Boundary Conditions: Different types (Dirichlet, Neumann, Mixed) affect how the wave behaves at the string's ends.
  5. Separation of Variables: A method yielding ordinary differential equations that depend on boundary conditions, explained using examples such as vibrating strings with fixed ends.
  6. Worked Example: Solving the wave equation under specific initial and boundary conditions to reinforce the application of the concepts.

Thus, this section lays the groundwork for understanding complex wave phenomena and its solutions.

Youtube Videos

But what is a partial differential equation?  | DE2
But what is a partial differential equation? | DE2

Audio Book

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Introduction to the One-Dimensional Wave Equation

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The one-dimensional wave equation is a second-order linear partial differential equation (PDE) that describes the propagation of waves, such as sound waves, light waves, and water waves, in a medium along a single spatial dimension. It is a fundamental equation in mathematical physics and engineering and serves as a prototype for many more complex wave-like phenomena. The standard form of the wave equation is:
$$\frac{\partial^2 u}{\partial t^2} = c^2 \frac{\partial^2 u}{\partial x^2}$$
where:
- $u(x,t)$ is the displacement at position $x$ and time $t$,
- $c$ is the speed of wave propagation,
- $\frac{\partial^2 u}{\partial t^2}$ is the second-order time derivative,
- $\frac{\partial^2 u}{\partial x^2}$ is the second-order spatial derivative.

Detailed Explanation

The one-dimensional wave equation is significant in various fields, such as physics and engineering. It illustrates how waves propagate through a medium, which can be visualized easily: consider a stringed musical instrument, where vibrating strings create sound waves. The formula itself relates the second derivatives of displacement with respect to time and position, indicating how changes at one position influence changes over time.

Examples & Analogies

Imagine a child playing with a long rope. When the child shakes one end of the rope, a wave travels along it. The rope's movements at any point ($u(x,t)$) depend on how fast the wave travels ($c$) and how long the rope is. As the rope shakes, it essentially demonstrates the core principles outlined by the wave equation.

Derivation of the One-Dimensional Wave Equation

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Let us derive the wave equation for a vibrating string under tension.
Assumptions:
- The string is perfectly flexible and homogeneous.
- The motion is only in the vertical plane (transverse).
- No damping or external forces act on the string.
Let:
- $T$ be the constant tension in the string,
- $\mu$ be the mass per unit length,
- $u(x,t)$ be the transverse displacement at point $x$ and time $t$.
Consider an infinitesimal element of the string between $x$ and $x + \Delta x$.
By Newton's second law:
$$\mu \Delta x \cdot \frac{\partial^2 u}{\partial t^2} = T \sin(\theta_2) - T \sin(\theta_1)$$
Using the small-angle approximation: $\sin(\theta) \approx \tan(\theta) = \frac{\partial u}{\partial x}$, we get:
$$\mu \Delta x \cdot \frac{\partial^2 u}{\partial t^2} = T\left(\frac{\partial u}{\partial x}(x + \Delta x) - \frac{\partial u}{\partial x}(x)\right)$$
Dividing by $\Delta x$ and taking the limit as $\Delta x \to 0$:
$$\frac{\partial^2 u}{\partial t^2} = \frac{T}{\mu} \frac{\partial^2 u}{\partial x^2}$$
Thus:
$$\frac{\partial^2 u}{\partial t^2} = \frac{T}{\mu} \frac{\partial^2 u}{\partial x^2}$$
Let $c^2 = \frac{T}{\mu}$, then we obtain the standard wave equation:
$$\frac{\partial^2 u}{\partial t^2} = c^2 \frac{\partial^2 u}{\partial x^2}$$

Detailed Explanation

This section explains the derivation of the one-dimensional wave equation by starting with a dynamic system: a vibrating string under tension. The assumptions help simplify the model, assuming no external force or damping, leading to a clean mathematical representation using Newton's laws and trigonometric approximations. The transition from intuitive forces to the final wave equation shows how physical concepts result in precise mathematical formulations.

Examples & Analogies

Think of a tight rope used in a circus act. As the performer bounces on one end, waves travel along the rope influenced by the tension ('T') and the weight of the rope itself ('ΞΌ'). As the waves propagate along the string, the physical understanding of this motion translates into mathematical expression through the wave equation, which retains key properties of the physical system.

General Solution of the One-Dimensional Wave Equation

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The general solution is given by D'Alembert’s formula:
$$u(x,t) = f(x - ct) + g(x + ct)$$
Where:
- $f$ and $g$ are arbitrary functions,
- $f(x - ct)$ represents a wave traveling to the right,
- $g(x + ct)$ represents a wave traveling to the left.
This form shows that the wave travels without changing its shape at speed $c$.

Detailed Explanation

The general solution, expressed through D'Alembert's formula, showcases how waves can propagate in both directions at a consistent speed without altering their shape. The functions $f$ and $g$ allow for flexible descriptions of the waveforms, accommodating various scenarios in wave propagation, such as reflections and superposition of waves.

Examples & Analogies

Visualize a calm lake disturbed by a stone thrown into it. The ripples (or waves) move outward, maintaining their shape while traveling. In the mathematical context, the right and left waves captured in D'Alembert’s formula model this behavior accurately, showing how disturbances propagate across a medium like water.

Initial and Boundary Value Problems (IBVP)

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Suppose we are given:
- Initial displacement: $u(x,0) = \varphi(x)$
- Initial velocity: $\frac{\partial u}{\partial t}(x,0) = \psi(x)$
Then, D’Alembert’s solution becomes:
$$u(x,t) = \frac{1}{2} \left[ \varphi(x - ct) + \varphi(x + ct) \right] + \frac{1}{2c} \int_{x - ct}^{x + ct} \psi(s) \, ds$$

Detailed Explanation

In this section, initial conditions play a crucial role in determining how waves behave over time. The initial displacement and velocity of a wave provide essential information required for D’Alembert's formula to produce specific solutions tailored for different situations. The integral term indicates how initial velocities affect the wave’s evolution.

Examples & Analogies

Imagine a guitar string that is plucked. The shape of the string at the instant it's plucked correlates to the initial displacement, while how fast and in what direction it moves when released represents the initial velocity. This initial state defines how the sound wave will proceed to develop.

Boundary Conditions (BCs)

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There are common types of boundary conditions:
1. Fixed End Conditions (Dirichlet BC): $u(0,t) = 0$, $u(L,t) = 0$
2. Free End Conditions (Neumann BC): $\frac{\partial u}{\partial x}(0,t) = 0$, $\frac{\partial u}{\partial x}(L,t) = 0$
3. Mixed Conditions: One end fixed, other free.

Detailed Explanation

Boundary conditions are critical when solving the wave equation in physical systems. They define how the wave interacts with the edges of the medium in which it propagates. The fixed-end conditions imply that energy cannot leave, while free-end conditions allow for energy to exit without constraint. Mixed conditions create complex interactions at the boundaries.

Examples & Analogies

Consider a drum skin. When you hit the center, the waves travel outward. The edges act as boundaries: at a fixed drum edge, the tension fixes the wave whereas at an open edge, the wave can escape freely. Each boundary condition leads to different types of sound and resonance in the drum.

Method of Separation of Variables

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To solve using this method:
Assume $u(x,t) = X(x)T(t)$
Substitute into the wave equation:
$$X(x)T''(t) = c^2 X''(x) T(t)$$
Divide both sides:
$$\frac{T''(t)}{c^2 T(t)} = \frac{X''(x)}{X(x)} = -\lambda$$
This gives two ODEs:
- $X'' + \lambda X = 0$
- $T'' + \lambda c^2 T = 0$
The form of solutions depends on boundary conditions.

Detailed Explanation

The separation of variables technique provides a systematic way to tackle the wave equation by decomposing the solution into two distinct parts: one that depends solely on position ($X(x)$) and another on time ($T(t)$). The resulting ordinary differential equations (ODEs) can now be solved individually under specific boundary conditions, allowing for tailored responses based on how the edges of the medium behave.

Examples & Analogies

Think of a classroom where a teacher interacts with students individually. By separating tasks – grading papers (position) and preparing lessons (time) – both parts can be managed more effectively than if they were mixed. Likewise, separating variables in the wave equation simplifies understanding and enables solutions that align with particular conditions.

Example: Vibrating String with Fixed Ends

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Let $0 < x < L$, and BCs:
- $u(0,t) = 0$, $u(L,t) = 0$
Solving the spatial part:
$$X'' + \lambda X = 0, \, X(0)= X(L) = 0$$
Solution:
$$X_n(x) = \sin\left(\frac{n \pi x}{L}\right), \; \lambda_n = \left(\frac{n \pi}{L}\right)^2$$
Time part:
$$T_n(t) = A_n \cos\left(\frac{n \pi ct}{L}\right) + B_n \sin\left(\frac{n \pi ct}{L}\right)$$
General solution:
$$u(x,t) = \sum_{n=1}^{\infty} \left[A_n \cos\left(\frac{n \pi ct}{L}\right) + B_n \sin\left(\frac{n \pi ct}{L}\right)\right] \sin\left(\frac{n \pi x}{L}\right)$$
Coefficients $A_n$, $B_n$ determined from initial conditions using Fourier series.

Detailed Explanation

In this example, we consider a string fixed at both ends. Each segment of the string can vibrate and contribute to the overall motion. By solving the spatial and temporal components separately, we determine how each mode of vibration (represented by $n$) combines through the superposition principle to produce the general solution. The role of the coefficients $A_n$ and $B_n$ is crucial as they adjust the contribution of each mode to meet the initial conditions set before vibration begins.

Examples & Analogies

Picture a swing set with various swings. Each swing can move independently, but together they create a lively scene. The individual swings represent different harmonic modes, and their combined movement results in the overall behavior of the entire swing set. Similarly, the fixed string's multiple modes come together to form a rich tapestry of sound and vibration when plucked.

Definitions & Key Concepts

Learn essential terms and foundational ideas that form the basis of the topic.

Key Concepts

  • Wave Equation: Describes wave propagation dynamics and is fundamental in wave mechanics.

  • D'Alembert's Formula: Key formula providing the general solution for wave motion without shape distortion.

  • Initial Conditions: Essential for defining how waves evolve over time from specified starting points.

  • Boundary Conditions: Critical for solving PDEs and altering the wave behavior at its constraints.

  • Separation of Variables: A strategy to simplify solving PDEs by addressing spatial and temporal components separately.

Examples & Real-Life Applications

See how the concepts apply in real-world scenarios to understand their practical implications.

Examples

  • The general solution of a vibrating string fixed at both ends exemplifies how different initial conditions yield diverse wave solutions.

  • For instance, u(0, t) = 0 and u(L, t) = 0 dictate fixed displacement and influence how the wave behaves at these points.

Memory Aids

Use mnemonics, acronyms, or visual cues to help remember key information more easily.

🎡 Rhymes Time

  • For waves that flow, use f and g, moving left and right, learn this with glee.

πŸ“– Fascinating Stories

  • Imagine a string that dances between two walls, echoing its sound as it freely calls. The tension wraps around, causing it to sway, following the rules of wave behavior, come what may.

🧠 Other Memory Gems

  • Use 'BACE' to remember Boundary And Conditions Evaluate!

🎯 Super Acronyms

Remember 'WAVE' represents Wave's Angular Velocity Equation.

Flash Cards

Review key concepts with flashcards.

Glossary of Terms

Review the Definitions for terms.

  • Term: Wave Equation

    Definition:

    A second-order partial differential equation that describes the propagation of waves.

  • Term: D'Alembert's Formula

    Definition:

    The general solution to the wave equation stated as u(x, t) = f(x - ct) + g(x + ct).

  • Term: Initial Conditions

    Definition:

    Conditions specified at time t = 0, such as displacement and velocity.

  • Term: Boundary Conditions

    Definition:

    Conditions that specify the behavior of the solution at the boundaries of the domain.

  • Term: Separation of Variables

    Definition:

    A method for solving PDEs by splitting them into simpler ODEs based on boundary conditions.