The present application provides a design method, device, and storage device for an auto-disturbance rejection controller. The method includes: obtaining a second-order
intelligent agent system, converting the second-order
intelligent agent system into two first-order systems in series, transforming the second-order extended
state observer into a reduced-order
cascade extended
state observer, determining the total disturbance of the intelligent agents in the second-order
intelligent agent system, determining the
workload of each intelligent agent based on sensors, designing a reduced-order
cascade automatic disturbance rejection controller based on the total disturbance and the
workload, and determining the convergence of the reduced-order
cascade extended
state observer based on the reduced-order cascade automatic disturbance rejection controller. By transforming the second-order extended state observer into a reduced-order cascade extended state observer and testing the reduced-order cascade extended state observer using a reduced-order cascade automatic disturbance rejection controller, the observed quantity and total disturbance of the system are determined. The robustness of the multi-agent system is improved, the
impact of disturbances on the system is reduced, and the communication cost is reduced.