[HTML][HTML] The experimental multi-arm pendulum on a cart: A benchmark system for chaos, learning, and control

K Kaheman, U Fasel, JJ Bramburger, B Strom, JN Kutz… - HardwareX, 2023 - Elsevier
The single, double, and triple pendulum has served as an illustrative experimental
benchmark system for scientists to study dynamical behavior for more than four centuries …

Reinforcement learning approach to control an inverted pendulum: A general framework for educational purposes

S Israilov, L Fu, J Sánchez-Rodríguez, F Fusco… - Plos one, 2023 - journals.plos.org
Machine learning is often cited as a new paradigm in control theory, but is also often viewed
as empirical and less intuitive for students than classical model-based methods. This is …

[HTML][HTML] A low-cost didactic module for testing advanced control algorithms

OGC Pinares-Mamani, JC Cutipa-Luque - HardwareX, 2020 - Elsevier
Commercial modules for learning advanced control systems are not quite common and
some are very expensive due to their sensors, electronic and license. There is an open area …

Stabilization of a cart inverted pendulum: improving the intermittent feedback strategy to match the limits of human performance

P Morasso, T Nomura, Y Suzuki… - Frontiers in computational …, 2019 - frontiersin.org
Stabilization of the CIP (Cart Inverted Pendulum) is an analogy to stick balancing on a finger
and is an example of unstable tasks that humans face in everyday life. The difficulty of the …

Comprehensive review of different pendulum structures in engineering applications

ZB Hazem, Z Bingül - IEEE Access, 2023 - ieeexplore.ieee.org
For years, the pendulum system has been the most popular experimental setup for
education and research in robotics and control theory. This paper examines the different …

Nonlinear analysis and control of a reaction-wheel-based 3-D inverted pendulum

M Muehlebach, R D'Andrea - IEEE Transactions on Control …, 2016 - ieeexplore.ieee.org
This paper presents control and learning algorithms for a reaction wheel-based 3-D inverted
pendulum. The inverted pendulum system has two main features: the ability to balance on its …

[HTML][HTML] Low-cost double pendulum for high-quality data collection with open-source video tracking and analysis

AD Myers, JR Tempelman, D Petrushenko… - HardwareX, 2020 - Elsevier
The double pendulum is a system that manifests fascinating non-linear behavior. This made
it a popular tool in academic settings for illustrating the intricate response of a seemingly …

Design, build, and test of an autonomous inverted pendulum cart

WN White, J Wagner, B Blankenau… - 2013 American …, 2013 - ieeexplore.ieee.org
The paper contains a description of the design, construction, and testing of an autonomous
inverted pendulum on a cart. The cart is battery-powered, containing an on-board processor …

A modular 3D-printed inverted pendulum

IS Howard - Towards Autonomous Robotic Systems: 20th Annual …, 2019 - Springer
Here we describe a simple modular 3D-printed design for an inverted pendulum system that
is driven using a stepper motor operated by a microcontroller. The design consists of a …

[HTML][HTML] The One-Wheel Cubli: A 3D inverted pendulum that can balance with a single reaction wheel

M Hofer, M Muehlebach, R D'Andrea - Mechatronics, 2023 - Elsevier
This article presents a novel 3D inverted pendulum that can balance on one of its corners
using only a single reaction wheel. This is achieved by a careful design of the mass moment …