Fault Detection of Wind Turbine Electric Pitch System Based on IGWO-ERF

by Mingzhu Tang, Jiabiao Yi, Huawei Wu, Zimin Wang
Published 2021-09-01

An Improved LightGBM Algorithm for Online Fault Detection of Wind Turbine Gearboxes

by Mingzhu Tang, Qi Zhao, Steven X. Ding, Huawei Wu, Linlin Li, Wen Long, Bin Huang
Published 2020-02-01

Fault Detection of Wind Turbine Pitch System Based on Multiclass Optimal Margin Distribution Machine

by Mingzhu Tang, Zijie Kuang, Qi Zhao, Huawei Wu, Xu Yang
Published 2020-01-01

Cost-Sensitive LightGBM-Based Online Fault Detection Method for Wind Turbine Gearboxes

by Mingzhu Tang, Qi Zhao, Huawei Wu, Zimin Wang
Published 2021-08-01

Cost-Sensitive Extremely Randomized Trees Algorithm for Online Fault Detection of Wind Turbine Generators

by Mingzhu Tang, Yutao Chen, Huawei Wu, Qi Zhao, Wen Long, Victor S. Sheng, Jiabiao Yi
Published 2021-05-01

Fault Detection for Pitch System of Wind Turbine-Driven Doubly Fed Based on IHHO-LightGBM

by Mingzhu Tang, Zhonghui Peng, Huawei Wu
Published 2021-08-01

Development of an SVR Model for the Fault Diagnosis of Large-Scale Doubly-Fed Wind Turbines Using SCADA Data

by Mingzhu Tang, Wei Chen, Qi Zhao, Huawei Wu, Wen Long, Bin Huang, Lida Liao, Kang Zhang
Published 2019-09-01

Fault Detection of the Wind Turbine Variable Pitch System Based on Large Margin Distribution Machine Optimized by the State Transition Algorithm

by Mingzhu Tang, Jiahao Hu, Zijie Kuang, Huawei Wu, Qi Zhao, Shuhao Peng
Published 2020-01-01