Chilled water systems have large time delays and inertia, the traditional PID controller has a poor control effect. In this paper, an improved sparrow search algorithm is proposed to optimize of chilled systems. Firstly, random walk strategy was used randomly perturb sparrows improve searching ability sparrows. Then, Gauss mutation added in iteration process enhance local ability. Finally, valu...