山西晋城泽州风电场10台风电机组故障数据集（2021-2022年）

随着全球环境问题不断恶化，人们越来越意识到非污染和可再生能源的重要性。风能作为一种分布广泛的洁净能源，在全世界范围内得到广泛开发和利用。我国是风机制造和生产大国，也是风力发电大国。风电机组常常面临机组工况多变和条件恶劣的工作环境，导致其在服役期间容易因故障而停机，带来安全隐患，影响风...

As global environmental issues continue to deteriorate, there is a growing awareness of the importance of non-polluting and renewable energy. As a widely distributed clean energy source, wind energy has been extensively developed and utilized across the globe. China is a major country in wind turbine manufacturing and production, as well as wind power generation. Wind turbine units often face variable operating conditions and harsh working environments, which makes them prone to shutdown due to failures during their service life, posing potential safety hazards and affecting wind...

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背景概述

该数据集包含了2021年5月19日至2022年5月18日期间，山西晋城泽州风电场10台远景EN-115/2.2风电机组的SCADA数据和故障信息，采样间隔为10分钟，数据格式为CSV，总数据量190.5 MiB。数据集具有长时间跨度、高数据质量（有效数据比例97.92%）和多风机故障记录的特点，为风电机组运行策略优化、故障诊断与预测等工业应用研究提供了可靠的数据支持。