Event-Triggered Adaptive Dynamic Programming of Load Frequency Control

被引：1
|
作者：
An, Jin [1 ]
Tang, Xiaoming [1 ]
机构：
[1] Chongqing Univ Posts & Telecommun, Coll Automat, Chongqing, Peoples R China
来源：
2022 6TH INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION SCIENCES (ICRAS 2022) | 2022年
基金：
中国国家自然科学基金;
关键词：
adaptive dynamic programming (ADP); event-triggered control; load frequency control (LFC);
D O I：
10.1109/ICRAS55217.2022.9841960
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Due to the super rapid development of computer communication network technology, the power system is developing more and more rapidly. In addition, with the increase of measuring instruments and the use of intelligent instruments, when the measurement data of Remote Terminal Unit (RTU) is transmitted to the control center, the communication burden will increase. Therefore, introduction of event-triggered control can save communication resources and reduce the network burden. This paper put forward this design method of event-triggered Adaptive Dynamic Programming (ADP) Load Frequency Control (LFC). The controller adopts aperiodic update mode and ADP evaluation-execution module to update the control law. ADP is implemented by two three-layer artificial neural networks. Simulation study on a one-area IEEE LFC system proves the correctness of the theoretical analysis.
引用
收藏
页码：24 / 28
页数：5
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