2023/12/1/ · The widely used control strategies for closed-loop adaptive control include PID control, fuzzy control, fuzzy adaptive PID control, and so on. The PID control was first proposed by Minorsky et al. [25] in 1922, which consists of three components for correcting deviations [26]: Proportion, Integral and Derivative.