首页 | 本学科首页   官方微博 | 高级检索  
     

一种新颖的模糊自耦合PI在风力机MPPT控制中的应用
引用本文:何胜华,范必双,夏侯智聪,吴江平,怀晓伟. 一种新颖的模糊自耦合PI在风力机MPPT控制中的应用[J]. 电力系统保护与控制, 2023, 51(9): 46-55
作者姓名:何胜华  范必双  夏侯智聪  吴江平  怀晓伟
作者单位:1.长沙理工大学,湖南 长沙 410000;2.国家电力投资集团江西电力有限公司新能源发电分公司,江西 南昌 330000;3.国家电网湖南防灾科技有限公司(电网输变电设备防灾减灾国家重点实验室),湖南 长沙 410000
基金项目:国家自然科学基金项目资助(52277077)
摘    要:针对风速随机性给风能转换系统(wind energy conversion system, WECS)带来的非线性和参数不确定性,提出了一种模糊自耦合PI控制方案用于低风速的最大功率点跟踪。自耦合PI被用来完成基本的转速跟踪,以实现对风力机尖速比的最优化控制。而模糊控制器则被用来获取自耦合PI在不同工作点下的控制参数,以提高系统对风速变化的适应能力。为了验证所提方案的可行性,在Matlab/Simulink搭建的2 MW风能转换系统仿真模型中开展了与传统方法的对比实验。仿真结果表明,相比于传统PI、模糊PI以及GA-PI,所提出方法拥有更佳的转速跟踪性能、更平滑的响应曲线以及更多的电能输出。

关 键 词:风力发电  最大功率点跟踪  尖速比控制  自耦合PI  模糊控制
收稿时间:2022-08-29
修稿时间:2023-01-10

A novel fuzzy self-coupled PI for wind turbine MPPT control
HE Shenghu,FAN Bishuang,XIAHOU Zhicong,WU Jiangping,HUAI Xiaowei. A novel fuzzy self-coupled PI for wind turbine MPPT control[J]. Power System Protection and Control, 2023, 51(9): 46-55
Authors:HE Shenghu  FAN Bishuang  XIAHOU Zhicong  WU Jiangping  HUAI Xiaowei
Affiliation:1. Changsha University of Science and Technology, Changsha 410000, China; 2. New Energy Power Generation Branch, State Power Investment Company Jiangxi Electric Power Co., Ltd., Nanchang 330000, China; 3. State Grid HunanDisaster Prevention Technology Co., Ltd. (National Key Laboratory for Disaster Prevention and Reduction ofPower Grid Transmission and Transformation Equipment), Changsha 410000, China
Abstract:A fuzzy self-coupled PI control scheme is proposed for maximum power point tracking at low wind speeds in response to the nonlinearity and parameter uncertainty brought about by the randomness of wind speed to the wind energy conversion system (WECS). The self-coupled PI is used to accomplish basic speed tracking for optimal control of the wind turbine tip speed ratio, while the fuzzy controller is used to obtain the control parameters of the self-coupled PI at different operating points to improve the system''s adaptability to wind speed variations. To verify the feasibility of the proposed scheme, a comparison with the conventional method is carried out in a simulation model of a 2?MW WECS built in Matlab/Simulink. Simulation results show that compared with conventional PI, fuzzy PI and GA-PI, the proposed method has better speed tracking, a smoother response curve and more power output.
Keywords:wind power generation   maximum power point tracking   tip speed ratio control   self-coupled PI   fuzzy control
点击此处可从《电力系统保护与控制》浏览原始摘要信息
点击此处可从《电力系统保护与控制》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号