Chattering free sliding mode control with observer based adaptive radial basis function neural network for temperature tracking in a fixed bed reactor

AS Pundir, K Singh - International Journal of Chemical Reactor …, 2019 - degruyter.com
In this paper, a Chattering Free Sliding Mode Control (CFSMC) with observer based
adaptive Radial Basis Function Neural Network (RBFNN) has been designed for first-order …

[PDF][PDF] Finite-time sliding mode control for continuous stirred tank reactor based on disturbance observer

M Derakhshannia, SS Moosapour - Iran. J. Chem. Chem. Eng. Research …, 2022 - ijcce.ac.ir
This paper aims to investigate the robust control problem of Continuously Stirred Tank
Reactors (CSTR). A CSTR is one of the most essential pieces of equipment in chemical …

Development of sliding mode control based on diagonal recurrent neural network for coupled tank system

AM El-Nagar, MI Abdo - Neural Computing and Applications, 2024 - Springer
This study presents the development of sliding mode control (SMC) using the diagonal
recurrent neural network (DRNN) for nonlinear systems. Firstly, the SMC for linear systems is …

A sliding mode control strategy for robust temperature trajectory tracking of a batch reactor

CT Chen - Chemical Engineering Communications, 2014 - Taylor & Francis
This article presents a simple and effective model-based sliding mode control strategy for
robust temperature trajectory tracking of a batch reactor. With the process model being …

Adaptive sliding mode control with neural network based hybrid models

MA Hussain, PY Ho - Journal of Process Control, 2004 - Elsevier
In the sliding mode control with a boundary layer approach, the thickness of the boundary
layer required to completely eliminate the control input chattering depends on the magnitude …

Temperature control of real‐time identified fixed bed reactor by adaptive sliding mode control equipped with Arduino in Matlab

AS Pundir, K Singh - Asia‐Pacific Journal of Chemical …, 2019 - Wiley Online Library
Several control methodologies have been proposed in academia, but only a few of them
have been implemented in industries due to their difficult implementation. This study is …

Output Feedback Sliding Mode Control for Continuous Stirred Tank Reactors

J Feng, L Ma, D Zhao, X Yan… - 2019 12th Asian …, 2019 - ieeexplore.ieee.org
The continuous stirred tank reactor (CSTR) is representative of a typical class of chemical
equipment where the dynamics is nonlinear. The problematic issues in control of a CSTR …

Model-free adaptive sliding mode control for continuous stirred tank reactor

J Feng, L Cao, L Ma, D Zhao… - 2018 37th Chinese …, 2018 - ieeexplore.ieee.org
The continuous stirred tank reactor (CSTR) is representative of a typical class of chemical
equipment, where the dynamics is strongly nonlinear. Two difficult issues in control of a …

Neuro-adaptive fast terminal sliding mode control of the continuous polymerization reactor in the presence of unknown disturbances

MS Mahmoud, M Maaruf, S El-Ferik - International Journal of Dynamics …, 2021 - Springer
This paper presents the design of fast terminal sliding mode control based on feed forward
neural network (FTSMC++ NN) for a polymerization reactor in the presence of unknown …

Neuro-adaptive output feedback control of the continuous polymerization reactor subjected to parametric uncertainties and external disturbances

MS Mahmoud, M Maaruf, S El-Ferik - ISA transactions, 2021 - Elsevier
This paper proposes an adaptive neural network based output feedback backstepping fast
terminal sliding mode control (NN-BFTSMC) for continuous polymerization reactor with …