Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms

ZHANG Rong; SUN Pengjie; SUN Shu; XU Peihua

doi:10.12057/j.issn.2097-6801.2405.08001

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms

Energy and Meteorology Research Column | 更新时间：2025-11-11

- Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms
- “In the field of wind power, experts have established a discrimination model for wind turbine icing occurrence and melting based on data from wind farms in mountainous areas of Hubei Province, providing a solution to the problem of wind turbine icing.”
- Desert and Oasis Meteorology Vol. 19, Issue 5, Pages: 36-41(2025)
- 作者机构：
  
  1.湖北省气象工程技术中心，湖北武汉430074
  2.湖北省气象服务中心，湖北武汉430074
  3.中国能源建设集团广东省电力设计研究院有限公司，广东广州510663
- 作者简介：
- 基金信息：
- DOI：10.12057/j.issn.2097-6801.2405.08001
  CLC： P456;O242.1
- Received：08 May 2024，
  
  Revised：2024-12-28，
  
  Published：28 October 2025
- 稿件说明：
移动端阅览
张荣,孙朋杰,孙舒,等.基于机器学习的风电场风机覆冰发生、消融起始预报研究[J].沙漠与绿洲气象,2025,19(5):36-41.

ZHANG Rong,SUN Pengjie,SUN Shu,et al.Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms[J].Desert and Oasis Meteorology,2025,19(5):36-41.
张荣,孙朋杰,孙舒,等.基于机器学习的风电场风机覆冰发生、消融起始预报研究[J].沙漠与绿洲气象,2025,19(5):36-41. DOI： 10.12057/j.issn.2097-6801.2405.08001.

ZHANG Rong,SUN Pengjie,SUN Shu,et al.Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms[J].Desert and Oasis Meteorology,2025,19(5):36-41. DOI： 10.12057/j.issn.2097-6801.2405.08001.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Research on the Meteorological Risk Warning Model for Geological Hazards in Gannan Prefecture

Correction of Temperature and Wind Speed Prediction for Gwadar Port Based on Machine Learning Methods

Research on O₃ Concentration Prediction Using Random Forest Cluster Classification

Related Author

XIE Rui

ZHAO Huizhen

LUO Wangjun

JI Zhejun

HE Tao

BAI Rui

WANG Chengfu

Ailiyaer Aihaiti

Related Institution

Gannan Meteorological Bureau,Hezuo

Maqu Meteorological Bureau,Maqu

Tianshui Meteorological Bureau

Institute of Desert Meteorology, China Meteorological Administration/National Observation and Research Station of Desert Meteorology, Taklimakan Desert of Xinjiang/Xinjiang Key Laboratory of Desert Meteorology and Sandstorm/Desert Meteorology Field Experiment Station of China Meteorological Administration/Key Laboratory of Tree-ring Physical and Chemical Research, China Meteorological Administration

Xinjiang Meteorological Service Center

AI导读

AI脑图

AI问答

⁰

Machine Learning-Based Forecasting of Wind Turbines Ice Accretion Occurrence and Melting Initiation in Wind Farms

DOI：10.12057/j.issn.2097-6801.2405.08001