Yang Zheng

Fault diagnosis of rolling bearings with recurrent neural network-based autoencoders

Han Liu, Jianzhong Zhou, Yang Zheng et al. · ISA Transactions · 2018 · 572 citations

Fault Diagnosis, Condition Monitoring, Engineering +5

Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks

Han Liu, Jianzhong Zhou, Yanhe Xu et al. · Neurocomputing · 2018 · 238 citations

Fault Diagnosis, Engineering, Machine Learning +10

Multi-step ahead wind speed forecasting using a hybrid model based on two-stage decomposition technique and AdaBoost-extreme learning machine

Peng Tian, Jianzhong Zhou, Chu Zhang et al. · Energy Conversion and Management · 2017 · 153 citations

Speed Forecasting, Meteorology, Forecasting Methodology +10

A distributed model predictive control based load frequency control scheme for multi-area interconnected power system using discrete-time Laguerre functions

Yang Zheng, Jianzhong Zhou, Yanhe Xu et al. · ISA Transactions · 2017 · 108 citations

Engineering, Smart Grid, Energy Management +9

Adaptive condition predictive-fuzzy PID optimal control of start-up process for pumped storage unit at low head area

Yanhe Xu, Yang Zheng, Yi Du et al. · Energy Conversion and Management · 2018 · 102 citations

Fuzzy Logic, Pumped Storage Unit, Engineering +10