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Comparing State-Space Multivariable Controls to Multi-SISO Controls for Load Reduction of Drivetrain-Coupled Modes on Wind Turbines through Field-Testing

机译:通过现场测试将状态空间多变量控件与Multi-SISO控件进行比较,以降低风力涡轮机上传动系统耦合模式的负载

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摘要

In this paper we present results from an ongoing controller comparison study at the National Renewable Energy Laboratory’s (NREL’s) National Wind Technology Center (NWTC). The intention of the study is to demonstrate the advantage of using modern multivariable methods for designing control systems for wind turbines versus conventional approaches. We will demonstrate the advantages through field-test results from experimental turbines located at the NWTC. At least two controllers are being developed side-by-side to meet an incrementally increasing number of turbine load-reduction objectives. The first, a multiple single-input, single-output (m-SISO) approach, uses separately developed decoupled and classicially tuned controllers, which is, to the best of our knowledge, common practice in the wind industry. The remaining controllers are developed using state-space multiple-input and multiple-output (MIMO) techniques to explicity account for coupling between loops and to optimize given known frequency structures of the turbine and disturbance. In this first publication from the study, we present the structure of the ongoing controller comparison experiment, the design process for the two controllers compared in this phase, and initial comparison results obtained in field-testing.
机译:在本文中,我们介绍了正在进行的国家可再生能源实验室(NREL)国家风能技术中心(NWTC)控制器比较研究的结果。该研究的目的是证明与传统方法相比,使用现代多变量方法设计风机控制系统的优势。我们将通过NWTC的试验涡轮机的现场测试结果来证明其优势。并排开发了至少两个控制器,以满足越来越多的减少涡轮机负荷的目标。第一种是多重单输入单输出(m-SISO)方法,它使用分别开发的去耦和经典调整的控制器,据我们所知,这是风电行业的惯例。其余的控制器是使用状态空间多输入和多输出(MIMO)技术开发的,以明确考虑环路之间的耦合,并优化给定的已知涡轮机频率结构和扰动。在该研究的第一份出版物中,我们介绍了正在进行的控制器比较实验的结构,在此阶段进行比较的两个控制器的设计过程以及在现场测试中获得的初始比较结果。

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