基于Bat优化算法的永磁同步发电机风电场控制器参数优化设计

E. M. Eissa, H. Hasanien
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引用次数: 0

摘要

控制技术在风力发电系统中起着重要作用。控制系统的一个重要功能是确定风力发电机组向电网提供的有功和无功功率。相反,风能转换系统的性能也会受到电网条件变化的影响。本文提出了一种新的应用蝙蝠优化算法(BOA)来优化设计渗透磁同步发电机(PMSG)风力发电机组接口变流器的比例加积分(PI)控制器。基于风力涡轮机的PMSG通过发电机侧变流器、直流链路电容器和电网侧逆变器连接到电网。采用响应面法(RSM)对欠调、超调、稳态误差和稳定时间等电压指标进行建模。在PSCAD程序上执行多次运行以创建RSM模型。将BOA应用于RSM模型,使目标函数最小化。仿真结果采用PSCAD程序进行。将BOA优化结果与灰狼优化结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bat optimization algorithm for optimal design of controller’s parameters of permanent magnet synchronous generator based wind farm
The control techniques play a major role in the systems used to produce electricity from wind source. One of the important functions of the control systems is to determine the active and reactive powers supplied by the wind turbine to the grid. Conversely, the performance of the Wind energy conversion system (WECS) is affected by the varying grid condition. This paper presents a new application of bat optimization algorithm (BOA) to optimally design the proportional plus integral (PI) controllers of the interface converters of permeant magnet synchronous generator (PMSG) – based wind turbine. The PMSG based on wind turbine is connected to the grid via a generator side converter, a DC link capacitor, and a grid side inverter. The response surface methodology (RSM) is implemented to model the voltage specification like undershoot, overshoot, steady state error and settling time. Multiple runs are performed on PSCAD program to create the RSM model. The BOA is applied to the RSM model to minimize the objective function. The simulation results are carried out using PSCAD program. The BOA results are compared with that obtained by using the grey wolf optimization (GWO) results.
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