Intelligent Event-Triggered H∞ Load Frequency Control for Power Systems With Multiple-Resource Delays

被引:2
作者
Luo, Jinnan [1 ]
Chen, Lijuan [2 ]
Shi, Kaibo [3 ]
Tang, Song [4 ,5 ]
Zhang, Ruimei [6 ]
Cheng, Jun [7 ]
Park, Ju H. [8 ]
机构
[1] Southwest Minzu Univ, Coll Elect Engn, Chengdu 610041, Peoples R China
[2] Kaiserslautern Intelligent Mfg Sch, Shanghai Dianji Univ, Shanghai, Peoples R China
[3] Chengdu Univ, Sch Informat Sci & Engn, Chengdu, Peoples R China
[4] Univ Shanghai Sci & Technol, Inst Machine Intelligence, Shanghai 200093, Peoples R China
[5] Univ Hamburg, Dept Informat, TAMS Grp, D-22527 Hamburg, Germany
[6] Sichuan Univ, Sch Cyber Sci & Engn, Chengdu 610065, Peoples R China
[7] Guangxi Normal Univ, Coll Math & Stat, Guilin 541006, Peoples R China
[8] Yeungnam Univ, Dept Elect Engn, Gyongsan, South Korea
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Power systems; multiple-resource delays; load frequency control; event-triggered control; looped;
D O I
10.1109/TCSI.2024.3483553
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 paper considers intelligent event-triggered H-infinity Load Frequency Control (LFC) for a new kind of multi-area power system. Firstly, delay factors are introduced into the prime mover, engine, and energy storage unit, i.e, multiple-resource delays, and the impact of these delays on the dynamic behavior of system is discussed for the first time, making the model more realistic and accurate. Secondly, a new lemma is proposed, which introduces free variables, extending to the scenarios with time delays. Combining this lemma with the event-triggered mechanism, the control scheme is designed, which is featured by two characteristics. On the one hand, in the Lyapunov functional, looped terms on neighbor triggering instants are considered, reduce the conservatism of the obtained criteria by capturing the information of triggered instants. Meanwhile, a mandatory triggering mechanism is introduced to break the possible dead loop caused by long-term no-triggering. On the other hand, a genetic algorithm (GA) is employed to optimize the parameters of the trigger threshold, encouraging efficient control within the context of LFC and delays. The effectiveness of the proposed approach is confirmed by a typical numerical example with four case studies.
引用
收藏
页码:3695 / 3705
页数:11
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