Abstract: ADRC suffers from considerable difficulty in setting many parameters,to this end,an intelligent algorithm was proposed to realize the automatic setting of parameters. The cuckoo search algorithm was analyzed and fuzzy logic was used to improve population diversity and the rate of convergence of the cuckoo search algorithm. The improved cuckoo search algorithm was applied to an ADRC setting process to set parameters automatically. The simulation results verified the feasibility of automatically setting ADRC parameters with the fuzzy cuckoo search algorithm. Compared with the particle swarm optimization and traditional cuckoo search algorithm,The simulation results show that setting ADRC parameters using the fuzzy cuckoo search algorithm is more rapid,and the ADRC,after setting,can satisfy the requirements of variable pitch control and maintain the stability of the output power for wind turbines.