Marco Azimonti Personal Blog

Learning Lab
My Journey Through Books, Discoveries, and Ideas

Blog Search


Pendulum simulations: exploring classic and chaotic motion

In this blog post, I present a collection of interactive physics simulations focused on various pendulum systems. I explore the classic simple pendulum and its non-linear dynamics, extend the model with damping and periodic driving, and demonstrate the isochronous property of the cycloidal pendulum. I also simulate an elastic spring pendulum with coupled degrees of freedom and the double pendulum, a standard system exhibiting chaos. Each example allows for parameter adjustments and real-time visualization, providing clear insight into the underlying mechanics and the diverse behaviors resulting from different physical influences.

[LinkedIn投稿] ホイヘンス サイクロイド 振り子

このブログ記事では、1673年にクリスティアーン・ホイヘンスが考案した独創的な発明であるサイクロイド振り子の魅力的な世界を掘り下げます。その重要な特性である等時性、つまり振幅に関係なく振動周期が一定に保たれるという、正確な時計にとって不可欠な特徴について探求します。このユニークな挙動を示す基礎となるラグランジュ力学を説明し、数学的な導出を提供します。さらに、異なる初期条件を持つ5つの振り子がすべて見事に同じ周期で振動する様子を示す私のPythonシミュレーションを紹介します。

[LinkedIn post] Pendolo Cicloidale

In questo post del blog, approfondisco l'affascinante mondo del pendolo cicloidale, un'invenzione di Christiaan Huygens del 1673. Esploro la sua proprietà chiave - l'isocronismo - per cui il periodo di oscillazione rimane costante indipendentemente dall'ampiezza, una caratteristica cruciale per orologi precisi. Spiego la meccanica lagrangiana sottostante e fornisco la derivazione matematica che dimostra questo comportamento unico. Inoltre, presento la mia simulazione Python che mostra cinque pendoli con diverse condizioni iniziali, tutti oscillanti in modo impressionante con lo stesso identico periodo.

[LinkedIn post] Cycloidal Pendulum

In this blog post, I analyze the cycloidal pendulum, an invention by Christiaan Huygens from 1673. I explore its key property - isochronism - where the oscillation period remains constant regardless of amplitude, a crucial feature for accurate clocks. I explain the underlying Lagrangian mechanics and provide the mathematical derivation that demonstrates this unique behavior. Furthermore, I present my Python simulation showcasing five pendulums with different initial conditions, all impressively swinging with the exact same period.

Lagrangian mechanics example: Cycloidal pendulum

In this blog post, I explore Christiaan Huygens' discovery of the cycloidal pendulum, which achieves isochronism by guiding the bob along an inverted cycloidal path. Using Lagrangian mechanics, I show how the constraint transforms the equation of motion into that of a simple harmonic oscillator, resulting in a period that remains constant regardless of amplitude.

Lagrange multipliers: holonomic constraints

In this blog post, I explore how Lagrange multipliers are used within Lagrangian mechanics to manage holonomic constraints directly at the equation level. I construct the augmented Lagrangian, introduce time-dependent multipliers, and show how they modify the Euler-Lagrange equations to account for constraint forces explicitly. I explain how the resulting differential-algebraic system describes the dynamics of both the coordinates and the multipliers, and I illustrate how the multipliers relate to the physical forces necessary to enforce the constraints in the system.

Lagrange multipliers: constrained optimization

In this blog post, I introduce the method of Lagrange multipliers for solving constrained optimization problems in both finite and infinite dimensions. I cover the mathematical formulation for functions with equality constraints and illustrate how the same principle extends to functionals, especially when dealing with variational problems. With a clear and direct exposition, I show the connection between gradients and multipliers, and the use of the Euler-Lagrange equation in the presence of integral constraints, providing a mathematically rigorous perspective throughout.

The principle of least action

In this blog post, I present the principle of least action as an alternative framework to Newtonian mechanics, outlining how it leads to Lagrange's equations of motion when applied to systems with generalized coordinates. I show how considering small variations in a path yields the equations of motion by demanding the action be stationary. The method also handles systems with constraints efficiently through Lagrange multipliers, enabling independent variations of coordinates. This approach greatly simplifies the analysis of mechanical problems while maintaining full generality.

Time invariance and energy conservation

In this blog post, I show that energy conservation in classical mechanics is a direct consequence of time invariance in the Lagrangian formulation. I define the Hamiltonian quantity, explain when it coincides with the total mechanical energy, and provide a transparent, step-by-step derivation of why it remains constant if the Lagrangian has no explicit time dependence. I also clarify the link to energy conservation by examining time-independent constraints and demonstrate that, under common conditions, the Hamiltonian reduces to the familiar sum of kinetic and potential energy for the system.

Symmetry and conservation

In this blog post, I demonstrate how conservation laws such as linear and angular momentum naturally arise from the symmetries inherent in classical mechanical systems. By applying the Lagrangian formalism, I show that invariance under translations or rotations ensures the corresponding quantities remain constant in time. I explicitly work through how cyclic coordinates relate to momentum conservation, translate translational and rotational symmetries into rigorous mathematical statements, and show step by step how these symmetries lead to the conservation of key physical quantities in any system described by conservative forces.

Lagrangian mechanics: pivoted bar with a moving support

In this blog post, I investigate the motion of a bar pivoted at one end, where the pivot itself is subjected to a specified horizontal movement s(t). My focus is on using the Lagrangian method to describe this system. I will outline how I determine the kinetic and potential energies, construct the Lagrangian, and subsequently apply the Euler-Lagrange equation. This example effectively demonstrates how to handle systems with time-dependent constraints or driven components within the Lagrangian framework, leading to the equation of motion for the bar's angle \theta.

Lagrangian mechanics: a cylinder rolling inside another

In this blog post, I examine the motion of a solid cylinder rolling without slipping inside a larger, stationary hollow cylinder. This system provides a clear example of how I can apply Lagrangian mechanics to a problem involving both translation and rotation. My approach involves defining appropriate coordinates, calculating the kinetic and potential energies, and then incorporating the no-slip rolling constraint. This setup allows me to derive the equation of motion by focusing on the system's energy, which is a hallmark of the Lagrangian method. I will show how this problem simplifies nicely under this framework.

Lagrangian mechanics: rolling cylinder

In this blog post, I explore the principles of Lagrangian mechanics through an example of a cylinder rolling down an inclined plane. My discussion will show how to set up the Lagrangian, which is the difference between kinetic and potential energy. I then apply the Euler-Lagrange equation to derive the cylinder's equation of motion. This example demonstrates the elegance of Lagrangian mechanics by focusing on scalar energy quantities rather than vector forces, offering a powerful alternative for analyzing mechanical systems. My approach is to build understanding from a concrete case.

More ...