Fuzzy decoupling predictive functional control for nonlinear hydro-turbine governing systems with mechanical time delay of the hydraulic servo system

被引：5
作者：
Zhang, Zhe [1 ,2 ]
Wang, Bin [1 ,2 ]
Mai, Teng [1 ]
Ai, Bo [1 ]
机构：
[1] Northwest A&F Univ, Coll Water Resources & Architectural Engn, Yangling, Shaanxi, Peoples R China
[2] Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid & Semiarid Are, Minist Educ, Yangling, Shaanxi, Peoples R China
来源：
JOURNAL OF VIBRATION AND CONTROL | 2023年 / 29卷 / 5-6期
基金：
中国国家自然科学基金;
关键词：
hydro-turbine governing systems; mechanical time delay; Takagi-Sugeno fuzzy model; predictive function control; nonlinear control; decoupling; LOAD FREQUENCY CONTROL; STABILITY ANALYSIS; REGULATING SYSTEM; DYNAMIC-ANALYSIS; MODEL; PLANT;
D O I：
10.1177/10775463211062332
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
This study presents fuzzy decoupling predictive functional control for nonlinear hydro-turbine governing systems with time delay and strong coupling. Here, the Takagi-Sugeno fuzzy approach and fuzzy neural network decoupling algorithm are implemented in the pretreatment of a four-dimensional time delay hydro-turbine governing system model, aiming to solve the nonlinearity and separate coupling variables of the hydro-turbine governing system effectively. Then, a new fuzzy decoupling predictive functional control strategy proposed by combining the simplified hydro-turbine governing system model and predictive function control as well as the robustness and stability of the designed controller are verified by theoretical derivation. Numerical experiment demonstrates effectiveness and superiority of the proposed approach in comparison with fuzzy control under different operation conditions.
引用
收藏
页码：1292 / 1306
页数：15
相关论文
共 40 条
[1]   Using Laguerre functions to improve the tuning and performance of predictive functional control [J].
Abdullah, Muhammad ;
Rossiter, John Anthony .
INTERNATIONAL JOURNAL OF CONTROL, 2021, 94 (01) :202-214
[2]   Predictive control of unstable time delay series cascade processes with measurement noise [J].
Bhaskaran, Anil ;
Rao, A. Seshagiri .
ISA TRANSACTIONS, 2020, 99 :403-416
[3]   Novel tuning rules for PIDC and PID load frequency controllers considering robustness and sensitivity to measurement noise [J].
Boskovic, Marko ;
Sekara, Tomislav B. ;
Rapaic, Milan R. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 114
[4]   A new T-S fuzzy model predictive control for nonlinear processes [J].
Boulkaibet, Ilyes ;
Belarbi, Khaled ;
Bououden, Sofiane ;
Marwala, Tshilidzi ;
Chadli, Mohammed .
EXPERT SYSTEMS WITH APPLICATIONS, 2017, 88 :132-151
[5]   Research on Damping Control Index of Ultra-Low-Frequency Oscillation in Hydro-Dominant Power Systems [J].
Chen, Gang ;
Liu, Chang ;
Fan, Chengwei ;
Han, Xiaoyan ;
Shi, Huabo ;
Wang, Guanhong ;
Ai, Dongping .
SUSTAINABILITY, 2020, 12 (18)
[6]   Application of multi-objective controller to optimal tuning of PID gains for a hydraulic turbine regulating system using adaptive grid particle swam optimization [J].
Chen, Zhihuan ;
Yuan, Yanbin ;
Yuan, Xiaohui ;
Huang, Yuehua ;
Li, Xianshan ;
Li, Wenwu .
ISA TRANSACTIONS, 2015, 56 :173-187
[7]   Active disturbance rejection generalized predictive control for a high purity distillation column process with time delay [J].
Cheng, Yun ;
Chen, Zengqiang ;
Sun, Mingwei ;
Sun, Qinglin .
CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2019, 97 (11) :2941-2951
[8]   Stochastic global stability and bifurcation of a hydro-turbine generator [J].
Deng, Yuwen ;
Xu, Beibei ;
Chen, Diyi ;
Liu, Jing .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2019, 72 :64-77
[9]   A survey on analysis and design of model-based fuzzy control systems [J].
Feng, Gang .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (05) :676-697
[10]   Passivity-based control and stability analysis for hydro-turbine governing systems [J].
Gil-Gonzalez, Walter ;
Garces, Alejandro ;
Escobar, Andres .
APPLIED MATHEMATICAL MODELLING, 2019, 68 :471-486
1234