Data-Driven Control in Infinite-Dimensional Spaces: Fundamental Lemma and Applications

Data-driven control of dynamical systems has attracted significant research interest. This paper establishes a theoretical foundation for data-driven control in infinite-dimensional spaces by extending the notions of persistency of excitation, data informativity, and Willems’ fundamental lemma. These extensions enable their direct application to systems governed by partial differential equations and delay differential equations.