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基于有效预测控制算法的并网风电PMSG性能增强
Performance Enhancement of a Grid Connected Wind Turbine-Based PMSG Using Effective Predictive Control Algorithm
| 作者 | Mahmoud A. Mossa · Rasha A. Mohamed · Ameena Saad Al-Sumaiti |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 风电变流技术 |
| 技术标签 | 地面光伏电站 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 永磁同步发电机 控制方法 预测控制 动态性能 风力发电系统 |
语言:
中文摘要
本文设计一种有效控制方法以增强并网永磁同步发电机的动态性能。所提控制方法基于预测控制和反步理论的优势制定。与矢量控制、预测电流控制、基于PI的预测电压控制和基于无差拍理论的预测电压控制进行综合对比分析。结果表明,所提控制器通过保持低纹波和电流谐波、更快动态响应和降低计算负担,显著改善了发电机动态性能。
English Abstract
The paper introduces a study in which an effective control method is designed to enhance the dynamic performance of a wind driven permanent magnet synchronous generator (PMSG) connected to the utility grid. The proposed control method is formulated based on the predictive control and backstepping theories taking the advantages that these theories provide. The system components under consideration are modeled and described in details. The theoretical analysis of the proposed control is presented and described in a systematic approach. In order to evaluate the performance of the proposed predictive controller, a comprehensive comparative analysis is performed between four control techniques and the proposed one. The four control techniques are the vector control, predictive current control, predictive voltage based on PI and predictive voltage based on deadbeat theory. The captured results show that the generator’s dynamics are improved significantly with the proposed controller through maintaining reduced ripples and current harmonics, faster dynamics and reduced computational burden as well. The captured results also confirm that the proposed controller outperforms predictive controllers that stand on a similar operating principle (i.e. predictive voltage control), which provides better performance for the wind turbine based generation system.
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SunView 深度解读
该预测控制技术可应用于阳光电源风电变流器的控制系统优化。通过先进的预测控制算法,提升永磁同步风电机组的并网性能和动态响应,降低电流谐波和纹波,提高发电效率和电网友好性,为大型风电场提供高性能变流器解决方案。