报告详情
Quantitative Identification of Wind Turbine Blade Pitch Error Based on Nacelle Acceleration Spectrum Analysis
编号：188
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更新：2026-10-19 18:10:44 浏览：5次
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报告时间：暂无持续时间
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摘要
This paper proposes a quantitative identification method for determining the specific angle of blade pitch error in wind turbines using nacelle acceleration spectrum analysis. A comprehensive simulation campaign was conducted using GH-Bladed 3.82 on a 1.5 MW wind turbine (AE40.25-Y2) under IEC 61400-1 DLC 1.1 conditions, covering 1215 cases with pitch errors ranging from −10° to +10° across 45 wind speeds. Through Fast Fourier Transform (FFT) analysis of the nacelle acceleration in the x-direction, it was discovered that the 1P frequency amplitude increases monotonically with the pitch error magnitude, while the 3P frequency amplitude remains relatively stable. A novel frequency-amplitude ratio parameter (1P to 3P) was introduced and an identification region graph was constructed, enabling pitch error angle determination with an accuracy of 0.5°. An iterative correction strategy was also proposed for large deviation angles. This method requires only the nacelle acceleration signal, which is already monitored by standard wind turbine SCADA systems, making it highly practical for field implementation.
关键词
wind turbine,pitch error,spectrum analysis,nacelle acceleration,frequency-amplitude ratio,quantitative identification
报告人
Jin Xu
Senior Engineer Xi'an Thermal Power Research Institute Co., Ltd稿件作者
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重要日期
-
会议日期
11月06日
2026
至11月08日
2026
-
10月15日 2026
初稿截稿日期
主办单位
IEEE Instrumentation and Measurement Society
承办单位
Sichuan University
联系方式
- Icsmd
- ic******@163.com
历届会议
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2026年11月13日 中国 Chengdu
2026 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) -
2025年11月21日 中国 Guangzhou
2025 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence -
2023年11月02日 中国 China
International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence -
2023年11月02日 中国 Xi'an
2023 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence -
2022年11月30日 中国 Harbin
International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence -
2021年10月21日 中国 Nanjing
2021 International Conference on Sensing, Measurement and Data Analytics in the era of Artificial Intelligence -
2020年10月15日 中国 Xi'an
International Conference on Sensing, Measurement and Data Analytics in the era of Artificial Intelligence
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