An ADRC Parameters Self-Tuning Control Strategy of Tension System Based on RBF Neural Network

نویسندگان

چکیده

High precision control of substrate tension is the premise and guarantee for producing high-quality products in roll-to-roll coating machine. However, complex relationships system make problems decoupling difficult to be solved, which has limited improvement accuracy Therefore, an ADRC parameters self-tuning strategy based on RBF neural network proposed improve this paper. Firstly, a global coupling nonlinear model established according composition machine, linearized first-order Taylor formula. Secondly, linear system, algorithm by integrating feedforward control, RBF. Finally, simulation results show that good performance effectively improves

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ژورنال

عنوان ژورنال: Journal of Renewable Materials

سال: 2023

ISSN: ['2164-6325', '2164-6341']

DOI: https://doi.org/10.32604/jrm.2022.023659