“…Researchers have focused on the parameter tuning and optimization of PID controller and made considerable progress. Many evolutionary algorithms have been proposed to solve the parameter identification problem in turbine regulation system, such as genetic algorithm (GA) (Tapia et al, 2020), gravitational search algorithm (GSA) (Chen et al, 2014), particle swarm optimization (PSO) (Chen et al, 2019), and other improved algorithms (Lei et al, 2021; Rezghi et al, 2020). While the start-up scheme is optimized, the dynamic response indices related to the rotational speed such as the overshoot, the settling time, and the oscillation count are often considered in the objective functions.…”