Tag: PID control

A machine vision system using Moiré fringe patterns automatically levels micro-scale surfaces to 0.01 degrees within 10 seconds for graphite ...

A new Aerospace Systems study combines multivariable interpolation of time-varying aerodynamic coefficients with optimized input search and partial closed-loop feedback ...

An adaptive genetic algorithm for online PID tuning reduced energy use per kilogram of evaporated water in tobacco-leaf oven drying ...

A new reinforcement learning framework called RL-MindFlow combines multimodal emotion perception with a PID-controlled safety mechanism, reporting higher emotion recognition ...

Researchers combined finite element simulation, statistical optimization, and PID and model predictive control to keep weld temperatures stable during friction ...

A unified benchmarking framework comparing seven metaheuristics across six engineering plants and classical baselines finds that solver rankings reverse across ...

A Turkish-Indonesian research team shows that an ensemble of machine learning controllers, including reinforcement learning, outperforms classical PID control in ...

A hierarchical control architecture combines discrete vision-language navigation planning with switched PID, P and model predictive control to cut robot ...