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Wind turbine control system including an artificial intelligence ensemble engine

机译:风力涡轮机控制系统,包括人工智能集合发动机

摘要

A system for generating power includes an environmental engine operating on one or more computing devices that determines a Reynolds number for a wind turbine, wherein the Reynolds number characterizes wind flowing over a blade of the wind turbine that varies based on the wind speed, a rotor speed and characteristics of the blade of the wind turbine. The system also includes an artificial intelligence (AI) ensemble engine operating on the one or more computing devices that generates a plurality of different models for the wind turbine. Each model characterizes a relationship between the rotor speed and a blade pitch for the wind turbine, the Reynolds number, wind speed and turbulence intensity for the wind turbine. The AI ensemble engine selects a model with a highest efficiency metric; and simulates execution of the selected model to determine recommended operating parameters.
机译:用于产生功率的系统包括在一个或多个计算设备上操作的环境发动机,该计算装置中确定风力涡轮机的雷诺数,其中雷诺数表征流过风力涡轮机的叶片的风力,该风力涡轮机的叶片基于风速而变化,转子变化风力涡轮机叶片的速度和特性。该系统还包括在一个或多个计算设备上操作的人工智能(AI)集合发动机,该计算设备为风力涡轮机产生多种不同的模型。每个模型表征转子速度与风力涡轮机的叶片间距之间的关系,风力涡轮机的雷诺数,风速和湍流强度。 AI Ensemble Engine选择具有最高效率度量的型号;并模拟执行所选模型以确定推荐的操作参数。

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