Ask the Automation Pros: How Can You Ensure the Best Rate of Change in the PID Manipulated Variable?

What is the best strategy to get the best rate of change in the PID for a manipulated variable, or is there a more elegant ...
The Robot Report

How gearbox ratio selection impacts inertia matching, servo tuning, and machine performance

Sponsored by GAM. Imagine a small child trying to push a full-size adult in a shopping cart. It’s possible to get the cart ...
IEEE

Autonomous PID Tuning: Two-Phase Reinforcement Learning Through Adversarial Imitation Learning Under Imperfect Demonstrations

Abstract: This paper presents stable reinforcement learning through adversarial imitation learning (SRAIL), a two-phase learning framework for automatic proportional integral derivative (PID) tuning ...
SciELO

Detection of adulteration in pasteurized milk using a non-targeted electrochemical methodology

Milk is one of the most adulterated foods in the world. Water, urea, sucrose, or cheese whey are added to increase the volume of milk, cheat quality analysis methods, and achieve greater economic ...
IEEE

Evaluating the ANN Model Performance for PID Controller Tuning in Flow Process Control: A Comparative Study

Abstract: Accurate controller tuning is important for ensuring optimal performance in flow control processes, particularly onboard ships, where precise control of fluid systems such as oil, gas, and ...
BGR

Your Mouse Is Probably Plugged Into The Wrong USB Port - Here's Why

If you have ever had your computer mouse lag, stutter, or freeze, you may have blamed the operating system or the device driver. But as it turns out, most of the time, the problem lies with the USB ...