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
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
收藏
页码:6115 / 6118
页数:4
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