内蒙古电力技术2025，Vol.43Issue(2)：29-36,8.DOI:10.19929/j.cnki.nmgdljs.2025.0019
风电场测风塔气象观测数据质量检验与评估
Quality Inspection and Evaluation of Meteorological Observation Data for Wind Turbine Towers in Wind Farms
摘要
Abstract
Based on the meteorological observation data and wind turbine hub wind data from the 25 measurement towers at 12 wind farms in Shaanxi Province from 2017 to 2024,the data authenticity of the measurement tower data is verified,and the data integrity rate and effective data integrity rate,et al,are calculated according to the relevant technical specifrications.The effective data integrity rate is divided into five levels to evaluate the data quality,and the time variation characteristics of the effective data integrity rate of five typical wind power plants are analyzed to explore the reasons for the low data quality.The results show that the data quality of temperature in the 12 wind farms is the highest,and the data quality of wind,especially the wind measurement tower wind,is the worst.The effective data integrity rate of each element of the wind measurement tower in 5 typical wind farms is poor in winter,which is related to the phenomena such as low daily average temperature and frequent cold air activity leading to icing of observation equipment in winter.Suggestions are proposed in this paper such as installing heatable ice melting wind measurement equipment and insensitive ultrasonic wind measurement equipment or laser wind radar in wind farms in areas prone to icing.关键词
风电场/测风塔/轮毂/气象要素/数据质量/数据完整率Key words
wind farm/wind measurement tower/hub/meteorological element/data quality/data integrity rate分类
动力与电气工程引用本文复制引用
舒晨阳,杨艳超,杨晓春,王丹,杨荃,崔葛安,陈正洪..风电场测风塔气象观测数据质量检验与评估[J].内蒙古电力技术,2025,43(2):29-36,8.基金项目
国网陕西省电力有限公司电力科学研究院科技项目"强气象依赖背景下的新能源电力保供支撑能力管理提升研究"(SGSNKY00DYWT2400267) （SGSNKY00DYWT2400267）
