PI-Based Set-Point Learning Control for Batch Processes with Unknown Dynamics and Nonrepetitive Uncertainties

For industrial batch processes with unknown dynamics subject to nonrepetitive initial conditions and disturbances, this paper develops a novel adaptive data-driven set-point learning control (ADDSPLC) scheme based on only the measured process input and output data, which has two loops, one for the d...

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Veröffentlicht in:IEEE transactions on automatic control 2024-12, p.1-16
Hauptverfasser: Hao, Shoulin, Liu, Tao, Rogers, Eric, Wang, Youqing, Paszke, Wojciech
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Sprache:eng
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