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Applicant hierarchical fuzzy controller for concentration control of simulated moving bed.
- Source :
- Scientific Reports; 9/2/2021, Vol. 11 Issue 1, p1-24, 24p
- Publication Year :
- 2021
-
Abstract
- Simulated moving bed (SMB) is a kind of continuous process which can increase the efficiency of adsorbents in the adsorbent bed. It contains several sectors of flow rate, the switching time of valves and many other possible influencing variables, moreover, these parameters are highly sensitive, so it is very difficult to achieve precise prediction and control. Model predictive control and PID controller are often used in industrial system. Model predictive control needs a lot of accurate industry experience data, and PID controller depends on the selection of control parameters. Therefore, SMB needs an intelligent controller to bypass those complex mechanisms and parameter adjustment processes. This paper we propose the hierarchical fuzzy controller fuzzy controller which is applied to the SMB system to observe the final concentration. Compared with the PID and MPC controller, it is found that the hierarchical fuzzy controller can control good without knowing the system parameters too accurately. [ABSTRACT FROM AUTHOR]
- Subjects :
- PID controllers
FUZZY control systems
SORBENTS
DATA analysis
PARAMETER estimation
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 11
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- Scientific Reports
- Publication Type :
- Academic Journal
- Accession number :
- 152228416
- Full Text :
- https://doi.org/10.1038/s41598-021-97134-5