Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications

  title={Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications},
  author={Yong Zhang and Ying Yang and Steven X. Ding and Linlin Li},
  journal={IEEE Transactions on Industrial Electronics},
In this paper, regarding the observer form of the well-known Youla parameterization, the controller design and optimization are exhibited with an integrated residual access. To better reveal this philosophy, the feedback control loop is interpreted on the basis of the observer-based residual generator. The next main attention is drawn to the generation of residuals, the design of a deadbeat controller for system stabilization both in the data-driven environment, and later the optimal adaptive… CONTINUE READING
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