Abstract: This research conducts a systematic comparison of evolutionary optimization techniques for enhancing PID control performance in Continuous Stirred-Tank Reactor systems. The study leverages ...

Abstract: Precise pressure control is vital in chemical processes involving pneumatic systems, where stability and responsiveness directly impact product quality and safety. This study presented the ...

Hot glue guns are pretty simple beasts: there’s an on/off switch, a heating element, and a source of current, be it battery or wired. You turn it on, and the heater starts warming up; ...

Inflammation has to fight pathogens fast—but it can't get out of control. Researchers at the German Cancer Research Center ...

There are hundreds of cell types in the human body, each with a specific role spelled out in their DNA. In theory, all it ...

In an RL-based control system, the turbine (or wind farm) controller is realized as an agent that observes the state of the ...

Note: Must run directly on host machine. Docker containers not supported (isolated memory namespace). Requirements: Linux (Ubuntu 20.04+), Python 3.8+, root privileges. nerdy-holder/ ├── nerdy_holder/ ...