A New Ice Quality Prediction Method of Wind Turbine Impeller Based on the Deep Neural Network

A New Ice Quality Prediction Method of Wind Turbine Impeller Based on the Deep Neural Network

More and more wind turbines are installed in cold regions because of better wind resources. In these regions, the high humidity and low temperatures in winter will lead to ice accumulation on the wind turbine impeller. A different icing location or mass will lead to different natural frequency varia...

Full description

Bibliographic Details
Main Authors: Hongmei Cui, Zhongyang Li, Bingchuan Sun, Teng Fan, Yonghao Li, Lida Luo, Yong Zhang, Jian Wang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Energies
Subjects:
wind turbine impeller
natural frequency
modal test
deep neural network
ice quality (or ice mass)
Online Access:https://www.mdpi.com/1996-1073/15/22/8454

Internet

https://www.mdpi.com/1996-1073/15/22/8454

Similar Items