Abstract: This article proposes a novel data-driven linear quadratic regulator for an interleaved boost dc/dc converter. The proposed method utilizes policy iteration and a simple fixed weight ...
Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator
Abstract: In this paper, we propose an efficient data-driven predictive control approach for general nonlinear processes based on a reduced-order Koopman operator. A Kalman-based sparse identification ...
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