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数据驱动的双通道动态事件触发的负载频率控制,用于具有统一量子器的多区域电力系统
Yuhao Chen1, Huarong Zhao1, Masaki Ogura2
1Engineering Research Center of Internet of Things Applications Ministry of Education, Jiangnan University, Wuxi, Jiangsu, China.
Science progress
|October 30, 2025
概括
本研究介绍了一种新的数据驱动的负载频率控制 (LFC) 策略,用于电力系统,解决通信限制和数据量化问题. 双通道事件触发方法提高了控制精度,同时降低了系统负担.
科学领域:
- 电气工程 电气工程
- 控制系统 控制系统
- 电力系统 电力系统
背景情况:
- 互连的电力系统面临负载频率控制 (LFC) 的挑战,原因是数据量化和有限的通信资源.
- 在这些限制下,现有的LFC策略在效率和准确性方面扎.
研究的目的:
- 为多区域电力系统制定强大高效的LFC战略,克服数据量化和通信限制.
- 为了提高追踪精度,并减少LFC中的通信/计算开销.
主要方法:
- 一个基于无模型自适应控制 (MFAC) 的策略,使用双通道动态事件触发机制.
- 整合比例,差异和二次差异项,以改进跟踪.
- 一个新的编码-解码方案,以减轻数据量化效应.
主要成果:
- 拟议的策略仅依赖于输入-输出数据,确保非对称的跟踪性能.
- 事件触发机制显著降低了通信和计算负载.
- 模拟证明了量子化控制策略的有效性和可行性.
结论:
- 开发的双通道动态事件触发,数据驱动的LFC战略有效地解决了量化和通信限制.
- 该方法为现代电力系统中准确和高效的LFC提供了一个有希望的解决方案.
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