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Expert Control Systems Implemented in a Pitch Control of Wind Turbine: A Review

机译:在风力涡轮机的音高控制中实施专家控制系统:综述

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摘要

Wind energy is the strongest renewable energy source developed in recent decades. Being systems that are directly connected to the grid of the electrical system, it is essential to use the maximum available power of the wind and obtain the maximum electrical power converted from the turbine. In this paper, the fundamental problem of the wind turbine is how to obtain at all times the maximum output power of the turbine in a wide range of wind speed. The randomness of the wind adds an intrinsic difficulty to be able to plan the available wind energy in advance. To solve this problem, it is not necessary to know the dynamic operation of the system; we must anticipate the control response to each one of the different probable scenarios. An expert control system can be used based on human knowledge and experience, which, through proper management of its variables and adequate control of criteria to manipulate stored data, provides a way to determine solutions. In other words, it is a model of the experience of professionals in this field. The more variables in the system are considered, the more complete the model will be, and the more information will be available for decision-making, with a more efficient system and higher results in power generation as a response. For this reason, the objective of this paper is to present expert systems developed in recent years and, thus, offer a control solution that approximates the conditions of different wind turbines.
机译:风能是近几十年来开发的最强的可再生能源。作为直接连接到电气系统网格的系统,必须使用风的最大可用功率并获得从涡轮机转换的最大电力。在本文中,风力涡轮机的根本问题是如何在各个时代获得涡轮机在各种风速中的最大输出功率。风的随机性增加了内在的难度,以便能够提前规划可用的风能。为了解决这个问题,没有必要知道系统的动态操作;我们必须预测对每个不同可能场景的控制响应。专家控制系统可以基于人类的知识和经验来使用,通过适当管理其变量和充分控制标准来操纵存储的数据,提供了确定解决方案的方法。换句话说,这是该领域专业人士体验的模型。考虑系统中的变量越多,模型的完成就越多,信息就越多,可以使用更高效的系统和更高的发电量作为响应。出于这个原因,本文的目的是提供近年来开发的专家系统,因此提供了一种近似风力涡轮机的条件的控制解决方案。

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