Operator trust and real-time observation matter as much as theory. Advanced control cannot compensate for badly tuned base PID loops. Too-fast integral action is one of the biggest hidden causes of ...

I design and deploy high-impact systems built on LLMs, local inference, and agent architectures. Most scientific algorithms live in MATLAB - image processing and analysis, machine learning ...

Abstract: Precise tuning of PID controllers is critical for achieving optimal performance in dynamic systems, particularly in applications where response time, stability, and minimal overshoot are ...

A program that can do Process Identification and PID Tuning by using Deep Learning designed for people studying and researching chemical engineering. A naive quadcopter simulator equipped with the ...

This year I am helping us laugh and possibly learn by making one of my humorous books available to download for free in this year’s first six columns. The fourth book is Logical Thoughts at 4:00 am.

Some wonder if AI will replace PID control loops. The reality is that, instead of replacing PID, AI is stepping in to help keep things running smoothly without upending regulatory trust. Think of AI ...

The Automatic Tuner in the NVIDIA app finds the best overclock settings for the GPU and maintains that performance regularly. The Automatic Tuning feature is not ...

For the last few years or so, the story in the artificial intelligence that was accepted without question was that all of the big names in the field needed more compute, more resources, more energy, ...