Inverted Pendulum Swing-Up & Balance in MATLAB | PD vs LQR vs MPC Control #invertedpendulumoncart @engrprogrammer
Inverted Pendulum Swing-Up & Balance in MATLAB | PD vs LQR vs MPC Control #invertedpendulumoncart  @engrprogrammer
Uploaded March 2026 | Updated September 2026, 8 hours ago
One of the most famous problems in control engineering β€” the Inverted Pendulum on a Cart.

In this MATLAB simulation, the pendulum starts unstable and the controller must stabilize it in real time.

This project demonstrates multiple control strategies:

⚑ PD Controller for basic stabilization
🎯 LQR Controller with Swing-Up to bring the pendulum upright and balance it optimally
πŸ€– Model Predictive Controller (MPC) for predictive optimal control

Watch how the cart moves to keep the pendulum balanced β€” just like a self-balancing robot.

πŸ’‘ This type of control is used in:

πŸ€– Self-balancing robots
πŸš— Autonomous vehicles
πŸ›° Aerospace systems
🦾 Robotics and automation

πŸ“¦ Full MATLAB project + report available for download.
Comment "Inverted Pendulum" i will share details with you :)

If you're learning control systems, robotics, or MATLAB, this project is a great hands-on example.

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Inverted Pendulum Swing-Up & Balance in MATLAB | PD vs LQR vs MPC Control #invertedpendulumoncart

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