Feedback-Based Setpoint Mechanism in Model Predictive Load Frequency Control

被引：2

作者：

Jiang, Sheng ^{[1
]}

Wen, Shuli ^{[1
]}

Zhu, Miao ^{[1
]}

Xu, Yan ^{[2
]}

Ma, Jianjun ^{[3
]}

机构：

[1] Shanghai Jiao Tong Univ, Key Lab Control Power Transmission & Convers, Minist Educ, Shanghai 200240, Peoples R China

[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore

[3] Shanghai Jiao Tong Univ, Coll Smart Energy, Shanghai 200240, Peoples R China

来源：

IEEE TRANSACTIONS ON POWER SYSTEMS | 2024年 / 39卷 / 04期

基金：

中国国家自然科学基金;

关键词：

Power system dynamics; Frequency control; Optimization; Standards; Steady-state; Predictive models; Delays; Model predictive control; load frequency control; feedback mechanism; self-adjusting setpoint;

D O I：

10.1109/TPWRS.2024.3388259

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This letter proposes a feedback-based setpoint mechanism in model predictive control (MPC) to improve frequency dynamics of load frequency control. Unlike standard tracking MPC with fixed setpoints, an extra closed-loop is introduced in the MPC strategy to self-adjust the setpoints to enhance frequency restoration performances. Moreover, the proposed strategy does not incur additional online computational complexity compared to the standard MPC, which guarantees its practicability. Both recursive feasibility and convergence analysis are discussed in this letter. Simulation results indicate the advantages of the proposed strategy.

引用

页码：6115 / 6118

页数：4

共 50 条

[41] Research into traffic model of high speed networks and the feedback-based flow control
Feng, Suili
Pei, Hailong
Wang, Gang
Zhang, Ling
Ye, Wu
Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 1998, 26 (03): : 11 - 16
[42] Research and application of load control based on setpoint overshoot method
Li, Jun
Li, Weiwei
Wang, Zhaoxin
ENERGY AND POWER TECHNOLOGY, PTS 1 AND 2, 2013, 805-806 : 1022 - +
[43] Predictive Haptic Feedback for Obstacle Avoidance Based on Model Predictive Control
Balachandran, Avinash
Brown, Matthew
Erlien, Stephen M.
Gerdes, J. Christian
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2016, 13 (01) : 26 - 31
[44] SERVO MODEL PREDICTIVE CONTROL FOR OFFSET-FREE SETPOINT TRACKING
Su, Yang
Tan, Kok K.
Lee, Tong H.
CONTROL AND INTELLIGENT SYSTEMS, 2014, 42 (03) : 247 - 253
[45] A Supervisory Model Predictive Control Framework for Dual Temperature Setpoint Optimization
Plewe, Kaden E.
Smith, Amanda D.
Liu, Mingxi
2020 AMERICAN CONTROL CONFERENCE (ACC), 2020, : 1900 - 1906
[46] Feedback-based steering law for control moment gyros
Pechev, Alexandre N.
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2007, 30 (03) : 848 - 855
[47] Distributed model predictive load frequency control of a deregulated power system
Ejegi, E. E.
Rossiter, J. A.
Trodden, P.
2016 UKACC 11TH INTERNATIONAL CONFERENCE ON CONTROL (CONTROL), 2016,
[48] A feedback-based power control algorithm design for VANET
Guan, Xu
Sengupta, Raja
Krishnan, Hariharan
Bai, Fan
2007 MOBILE NETWORKING FOR VEHICULAR ENVIRONMENTS, 2007, : 67 - +
[49] Feedback-based error control for mobile video transmission
Girod, B
Färber, N
PROCEEDINGS OF THE IEEE, 1999, 87 (10) : 1707 - 1723
[50] Model predictive control-based load frequency control for power systems with wind-turbine generators
Yang, Jianwei
Sun, Xiaofei
Liao, Kai
He, Zhengyou
Cai, Liangcheng
IET RENEWABLE POWER GENERATION, 2019, 13 (15) : 2871 - 2879

← 1 2 3 4 5 →