Fuming Qu

A Small-Sample Wind Turbine Fault Detection Method With Synthetic Fault Data Using Generative Adversarial Nets

Jinhai Liu, Fuming Qu, Xiaowei Hong et al. · IEEE Transactions on Industrial Informatics · 2018 · 189 citations

Artificial Intelligence, Fault Diagnosis, Engineering +14

A novel wind turbine data imputation method with multiple optimizations based on GANs

Fuming Qu, Jinhai Liu, Yanjuan Ma et al. · Mechanical Systems and Signal Processing · 2020 · 67 citations

Multiple Optimizations, Engineering, Wind Power Generation +3

Wind turbine fault detection based on expanded linguistic terms and rules using non-singleton fuzzy logic

Fuming Qu, Jinhai Liu, Hongfei Zhu et al. · Applied Energy · 2020 · 62 citations

Expanded Linguistic Terms, Fault Diagnosis, Condition Monitoring +7

A Multi-Fault Detection Method With Improved Triplet Loss Based on Hard Sample Mining

Fuming Qu, Jinhai Liu, Xiaoyuan Liu et al. · IEEE Transactions on Sustainable Energy · 2020 · 44 citations

Fault Diagnosis, Engineering, Machine Learning +16

Wind Turbine Condition Monitoring Based on Assembled Multidimensional Membership Functions Using Fuzzy Inference System

Fuming Qu, Jinhai Liu, Hongfei Zhu et al. · IEEE Transactions on Industrial Informatics · 2019 · 36 citations

Cm Method, Condition Monitoring, Fuzzy Logic +15