基于电动鱼食优化的岛屿微电网的控制设计
M A Ebrahim1, Ahmed S Ragab2, Beshoy Abdou Aziz3
1Electrical Engineering Department, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt. mohamed.mohamed@feng.bu.edu.eg.
Scientific reports
|March 10, 2025
概括
本研究介绍了电动鱼食优化 (EEFO) 技术,以加强岛屿微电网的控制系统. 在调控制器中,EEFO提供了卓越的性能,用于稳定的电压和频率调节,以及无的电网重新连接.
科学领域:
- 电气工程 电气工程
- 控制系统 控制系统
- 优化算法 优化算法
背景情况:
- 岛屿微电网由于缺乏惯性和参数不确定性而面临控制挑战.
- 传统的控制方法与高度非线性和相互依存的微电网系统作斗争.
研究的目的:
- 提出一种用于调整微电网控制参数的新型优化技术.
- 提高岛屿微电网的稳定性和性能.
主要方法:
- 开发了电动鱼食优化 (EEFO) 技术.
- 实现了具有比例共振 (PR) 控制器和同步循环的等级控制结构.
- 与粒子群优化 (PSO) 和灰狼优化 (GWO) 进行比较.
主要成果:
- 与公用事业单位和GWO相比,EEFO表现出优越的融合速度和解决方案质量.
- 在最小电压 (2.4%) 和频率 (0.42%) 的情况下实现了有效的主动功率共享.
- 证明电压 (0.25秒) 和频率 (0.53秒) 的最小定位时间.
- 经过验证的无电网重新连接能力.
结论:
- 拟议的EEFO技术有效调整岛屿微电网的控制参数.
- 对于实际的微电网应用,EEFO提供了一个强大的,可行的解决方案,通过模拟和硬件在循环模拟来验证.
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