Hydraulic Turbine Modelling Including a Fuzzy Model of Efficiency

D. Perduková, P. Fedor, Marek Fedor
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Abstract

Abstract The hydraulic turbine is considered as a heart of the hydropower plant because of its important function in the whole process of electrical energy production. Turbine´s efficiency calculation is analytically demanding and dependent on parameters that are often obtained only by a theoretical estimation. Therefore, using its accurate model, which takes into account its efficiency, is necessary to achieve realistic and relevant results. The article briefly surveys current knowledge and methods of designing the hydraulic turbine model. The new idea consists in that a fuzzy system was used to create turbine´s efficiency model based on a measured operating data of the turbine flow rate and its mechanical speed without any need of knowing exactly the turbine parameters. Such a model can be used in the design and development process of an optimal energy control of a hydraulic turbine, as well as in the effective process of determination the actual turbine’s wear rate. The achieved results were obtained using the computational tools of the Fuzzy Toolbox in the MATLAB.
包含效率模糊模型的水轮机建模
水轮机在整个电能生产过程中起着重要的作用,被认为是水电厂的心脏。涡轮效率的计算是解析性的,并且依赖于通常仅通过理论估计获得的参数。因此,在考虑其效率的前提下,使用其精确的模型,是获得现实和相关结果的必要条件。本文简要介绍了水轮机模型设计的现有知识和方法。新思路是在不需要确切知道涡轮参数的情况下,根据涡轮流量和机械转速的实测运行数据,利用模糊系统建立涡轮效率模型。该模型可用于水轮机最优能量控制的设计开发过程,也可用于水轮机实际磨损率的有效确定过程。利用MATLAB中的模糊工具箱计算工具获得了所取得的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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