Jinhai Liu

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

Injurious or Noninjurious Defect Identification From MFL Images in Pipeline Inspection Using Convolutional Neural Network

Jian Feng, Fangming Li, Senxiang Lu et al. · IEEE Transactions on Instrumentation and Measurement · 2017 · 153 citations

Convolutional Neural Network, Engineering, Feature Detection +17

An Estimation Method of Defect Size From MFL Image Using Visual Transformation Convolutional Neural Network

Senxiang Lu, Jian Feng, Huaguang Zhang et al. · IEEE Transactions on Industrial Informatics · 2018 · 152 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Data-Core-Based Fuzzy Min–Max Neural Network for Pattern Classification

Huaguang Zhang, Jinhai Liu, Dazhong Ma et al. · IEEE Transactions on Neural Networks · 2011 · 136 citations

A hybrid wind power forecasting approach based on Bayesian model averaging and ensemble learning

Gang Wang, Ru Jia, Jinhai Liu et al. · Renewable Energy · 2019 · 127 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10