LSTM-CNN Network-Based State-Dependent ARX Modeling and Predictive Control with Application to Water Tank System

Industrial process control systems commonly exhibit features of time-varying behavior, strong coupling, and strong nonlinearity. Obtaining accurate mathematical models of these nonlinear systems and achieving satisfactory control performance is still a challenging task. In this paper, data-driven mo...

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Bibliographic Details
Main Authors: Tiao Kang, Hui Peng, Xiaoyan Peng
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Actuators
Subjects:
Online Access:https://www.mdpi.com/2076-0825/12/7/274