LAPSE:2023.0966
Published Article
LAPSE:2023.0966
Purity Control Based on a Type-II Fuzzy Controller for a Simulated Moving Bed
Chao-Fan Xie, Rey-Chue Hwang
February 21, 2023
Abstract
The control of a simulated moving bed (SMB) is always a challenging chemical control topic due to its complexity and nonlinearity. Its mathematical model must undergo an affine transformation and digitization before it can be controlled. Basically, there are three aspects that need to be considered in the nonlinear control of an SMB. First, the nonlinear characteristics are more complicated due to the switching time parameters of discrete events. Second, the control objective is not to minimize the control output error, but to make the separated concentrations between the components of the substance reach a certain ratio. Finally, the control variables are highly coupled. So far, the vast majority of the industry still uses relatively simple PLC controls; a few use specific controllers based on materials to be separated such as model predictive controls and PID controllers. Therefore, there is no unified intelligent processing mode. In this paper, a type-II fuzzy controller is presented and used as an SMB control. The interference of the related parameters was tested to observe the stability and robustness of the controller. The type-II fuzzy control was based on type-II fuzzy sets, which resulted in the type-II fuzzy controller having more flexible attribution function values. The results showed that the type-II fuzzy controller was not only more accurate in the control, but also better for robustness and adaptability than an ordinary fuzzy controller and PID controller.
Keywords
PID controller, simulated moving bed, type-II fuzzy controller
Suggested Citation
Xie CF, Hwang RC. Purity Control Based on a Type-II Fuzzy Controller for a Simulated Moving Bed. (2023). LAPSE:2023.0966
Author Affiliations
Xie CF: School of Big Data and Artificial Intelligence, Fujian Polytechnic Normal University, Fuqing 350300, China
Hwang RC: Department of Electrical Engineering, I-Shou University, Kaohsiung 84001, Taiwan
Journal Name
Processes
Volume
10
Issue
11
First Page
2437
Year
2022
Publication Date
2022-11-17
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr10112437, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.0966
This Record
External Link

https://doi.org/10.3390/pr10112437
Publisher Version
Download
Files
Feb 21, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
279
Version History
[v1] (Original Submission)
Feb 21, 2023
 
Verified by curator on
Feb 21, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.0966
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version
(0.17 seconds)