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State-dependent Riccati equation feedback stabilization for nonlinear PDEs

Alessandro Alla, Dante Kalise, Valeria Simoncini

2023Advances in Computational Mathematics17 citationsDOIOpen Access PDF

Abstract

Abstract The synthesis of suboptimal feedback laws for controlling nonlinear dynamics arising from semi-discretized PDEs is studied. An approach based on the State-dependent Riccati Equation (SDRE) is presented for 2 and ∞ control problems. Depending on the nonlinearity and the dimension of the resulting problem, offline, online, and hybrid offline-online alternatives to the SDRE synthesis are proposed. The hybrid offline-online SDRE method reduces to the sequential solution of Lyapunov equations, effectively enabling the computation of suboptimal feedback controls for two-dimensional PDEs. Numerical tests for the Sine-Gordon, degenerate Zeldovich, and viscous Burgers’ PDEs are presented, providing a thorough experimental assessment of the proposed methodology.

Topics & Concepts

Riccati equationNonlinear systemDiscretizationDegenerate energy levelsMathematicsBurgers' equationControl theory (sociology)Dimension (graph theory)Lyapunov functionState (computer science)Applied mathematicsComputationNonlinear controlComputer sciencePartial differential equationControl (management)Mathematical analysisAlgorithmArtificial intelligencePhysicsPure mathematicsQuantum mechanicsStability and Controllability of Differential EquationsModel Reduction and Neural NetworksNumerical methods for differential equations
State-dependent Riccati equation feedback stabilization for nonlinear PDEs | Litcius