FUZZY GAIN SCHEDULING: COMPARISON OF THE CONTROL STRATEGY

被引：0

作者：

Sajona, Jefferson ^{[1
]}

Velilla, Wilmer ^{[2
]}

Fabregas, Jonathan ^{[1
]}

Palencia, Argemiro ^{[3
]}

机构：

[1] Univ Autonoma Caribe, Engn Fac, Cl 90 46-112, Barranquilla, Atlantico, Colombia

[2] Univ Austral Chile, Engn Fac, Independencia 631, Valdivia, Los Rios, Chile

[3] Univ Tecnol Bolivar, Engn Fac, Km 1 Via Turbaco, Cartagena, Bolivar, Colombia

来源：

JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY | 2022年 / 17卷 / 02期

关键词：

Dynamic matrix control; Fuzzy logic control; Model predictive control; Process control; Stirred tank-reactor; PID CONTROLLER; SYSTEM; DESIGN; LEVEL;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The use of better control strategies has a great interest in all kinds of industries in recent years since it allows better use of resources and therefore becomes an important factor in reducing costs associated with reprocessing and unnecessary spending of raw materials. This research evaluates the performance of a control strategy, in which the tuning parameters of a classic controller are supplied by a fuzzy logic algorithm (Fuzzy Gain Scheduling). the behaviour of the strategy is tested in a mixer-reactor system and is compared with that achieved through the implementation of a classic controller, a dynamic matrix system, and fuzzy logic control. In the results, it can be seen that the Fuzzy Gain Scheduling strategy presents a good behaviour, improving around 25% compared with the other alternatives, this added to the advantage of being able to include previous experience on the process, in the actions that are taken by the strategy to keep desired operating ranges.

引用

页码：1356 / 1368

页数：13

共 50 条

[31] Fuzzy Gain Scheduling of a Rotational Speed Control for a Tidal Stream Generator
Ghefiri, Khaoula
Garrido, Izaskun
Garrido, Aitor J.
Bouallegue, Soufiene
Haggege, Joseph
2018 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS, ELECTRICAL DRIVES, AUTOMATION AND MOTION (SPEEDAM), 2018, : 1271 - 1277
[32] A Design of Equivalent PID Structure Control using Fuzzy Gain Scheduling
Kang, Chang-Soon
Hyun, Chang-Ho
Kim, Yong-Tae
Baek, Jaeho
Park, Mignon
2013 10TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2013, : 354 - 356
[33] Fuzzy supervisory control using fuzzy C-means clustering combined with fuzzy gain scheduling
Somsung, K
Pratishthananda, S
TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : D506 - D509
[34] A Gain Scheduling Strategy for the Control and Estimation of A Remote Robot via Internet
Jiang Wenjuan
Alexandre, Kruszewski
Jean-Pierre, Richard
Armand, Toguyeni
PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 4, 2008, : 793 - 799
[35] Fuzzy controllers as gain scheduling approximators
Palm, R
Rehfuess, U
FUZZY SETS AND SYSTEMS, 1997, 85 (02) : 233 - 246
[36] Fuzzy controllers as gain scheduling approximators
Fuzzy Sets Syst, 2 (233):
[37] FUZZY GAIN SCHEDULING OF PID CONTROLLERS
ZHAO, ZY
TOMIZUKA, M
ISAKA, S
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (05): : 1392 - 1398
[38] Fuzzy gain scheduling controllers based on fuzzy models
Zhao, J
Wertz, V
Gorez, R
FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 1670 - 1676
[39] Application of The Fuzzy Gain Scheduling IMC-PID for The Boiler Pressure Control
Li, Xiao-Feng
Chen, Shi-He
Wu, Ruiyuan
2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 682 - 688
[40] Fuzzy gain scheduling of PID controller for stiction compensation in pneumatic control valve
Rohillaa P.
Kumarb V.
Al-Hakkakc F.
Journal of Computational and Applied Research in Mechanical Engineering, 2019, 8 (02): : 165 - 176

← 1 2 3 4 5 →