Hackaday

Simplifying The SmartKnob

A knob can make a surprisingly versatile interface, particularly if it’s the SmartKnob, which builds a knob around a BLDC ...

Man Turns Tiny Shop Into Automated Factory, Producing $3M Products Per Year

"I built each of these machines," the man said, noting, "if I bought them, they'd cost over a quarter-million to buy." ...

CES Stories: How AutoLink Is Reimagining The Brain Of Future Cars

CES 2026 shows a company that understands the direction of intelligent vehicles and is positioning itself directly in the ...
IEEE

Data-Driven Adaptive PID Tracking Control of a Class of Nonlinear Systems

Abstract: Dear Editor, This letter investigates a low-complexity data-driven adaptive proportional-integral-derivative (APID) control scheme to address the output tracking problem of a class of ...
IEEE

LLM-based PID controller optimization

Abstract: This study explores the application of Large Language Models (LLMs) to optimize Proportional-Integral-Derivative (PID) controller parameters, aiming to automate a process traditionally ...