openalexScientific Reports2026-07-24
A novel DIO optimized sigmoid-activated 2DOF-PID controller for robust control of magnetic levitation systems
Among the classical testbeds in control engineering, magnetic levitation systems occupy a prominent place owing to their strongly nonlinear character and intrinsic open-loop instability. Stabilizing a freely suspended ferromagnetic object requires careful regulation of the electr…