Open access
Aug 2026
Performance improvement of AC servo motor PID control with backlash compensation using a Hybrid Genetic Algorithm–Grey Wolf Optimization approach
The integration of intelligent PID optimization with backlash compensation provides a robust and efficient motion control solution for high-performance industrial servo systems operating under nonlinearities, load variations, and parameter uncertainties.
Shereen A. Fayad, M. Shaban, Mohamed I Attia et al.
· Scientific Reports · 0 citations