Simulations & Analysis Toolbox

Interactive browser tools for controls and data analysis.

Position PID Controller Simulation

Simulate robot-arm position control with adjustable PID gains and physical effects like drag, kinetic friction, gravity, deadtime, process noise, and disturbances.

Open Position PID Simulation

Velocity PID Controller Simulation

Simulate motor velocity control with adjustable PID gains, velocity feedforward, and physical effects (drag, kinetic friction, deadtime, process noise, and disturbances).

Open Velocity PID Simulation

Polynomial Curve Fitting Tool

Fit a polynomial to 2D data with live equation updates, plotting, optional auto-degree selection, and generated function snippets for Python, Java, and C++.

Open Polyfit Tool