2DOF-PID-TD:一种新的混合控制方法,用于在相互连接的热水电系统中控制负载频率
Md Nazmush Shakib Shahi1, Nabil Anan Orka1, Ashik Ahmed1
1Department of Electrical & Electronic Engineering, Islamic University of Technology, Gazipur, Dhaka, Bangladesh.
Heliyon
|September 16, 2024
概括
一个新的混合控制器,2DOF-PID-TD,由人工大猩猩部队优化器 (AGTO) 优化,有效地管理电力系统频率,尽管负载变化和可再生能源集成.
科学领域:
- 电气工程 电气工程
- 控制系统 控制系统
背景情况:
- 负载频率控制 (LFC) 对稳定的电力系统至关重要,旨在保持统一的频率.
- 挑战包括需求波动,可再生能源整合和控制器设计限制.
研究的目的:
- 为现代LFC问题开发一个强大的控制方法.
- 为了解决系统的不确定性,并确保频率调节.
主要方法:
- 提出了一个新的混合控制架构:2DOF-PID-TD.
- 使用人工大猩猩部队优化器 (AGTO) 优化了控制器.
- 在多区域的水热系统中分析性能,具有非线性和不确定性.
主要成果:
- 2DOF-PID-TD控制器表现出卓越的精度和稳定性.
- 性能优于现有的优化算法和传统控制器.
- 有效处理随机负载扰动和参数不确定性.
结论:
- 拟议的AGTO优化的2DOF-PID-TD控制器为负载频率控制提供了弹性解决方案.
- 突出了混合控制器和元启发学在电力系统稳定性的潜力.
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