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Design and Development of Fuzzy Logic Control Strategies for Wind Turbine Generators

机译：风力发电机组模糊逻辑控制策略的设计与开发

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摘要

The introduction of fuzzy logic control into industrial processes is given a wide interest during the last decade. Fuzzy control is not based on exact mathematical models, hence it can be easily applied to cases when the analytical system model is unknown or inexact. The desired response of the controller results from predefined heuristic rules, which are usually obtained through the experience of the system operating performance. The aim of this paper is to present an application of fuzzy logic to the control of wind turbine generators. The fuzzy algorithm is developed step-by-step and it is implemented by means of a computer simulation program. The fuzzy controller performance is studied under various wind scenarios, making use of the operational data of a commercial stall-regulated wind turbine. The simulated results show that the fuzzy logic controller could be a simple, robust and inexpensive answer to wind turbine control problem.
机译：在过去的十年中，将模糊逻辑控制引入工业过程引起了广泛的兴趣。模糊控制不是基于精确的数学模型，因此可以轻松地将其应用于分析系统模型未知或不精确的情况。控制器的期望响应来自预定义的启发式规则，该规则通常是通过系统运行性能的经验获得的。本文的目的是提出模糊逻辑在风力发电机控制中的应用。模糊算法是逐步开发的，并通过计算机仿真程序来实现。利用商用失速调节型风力发电机的运行数据，研究了在各种风况下的模糊控制器性能。仿真结果表明，模糊逻辑控制器可以简单，鲁棒且廉价地解决风机控制问题。

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  • 来源
    《Wind Engineering》 |1995年第5期|p.235-248|共14页
  • 作者

    G.D. Skikos; A.V. Machias;

  • 作者单位

    National Technical University, Department of Electrical Engineering, Electric Power Division, 42, 28th October Str., 10682 Athens, Greece;

  • 收录信息 美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 风能、风力机械;
  • 关键词

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