Yang Zheng

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

Han Liu, Jianzhong Zhou, Yang Zheng et al. · ISA Transactions · 2018 · 594 citations

Computing, Computer Science, Mechanical Engineering +15

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 · 245 citations

Computing, Computer Science, Industrial Engineering +15

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

Jianzhong Zhou, Chu Zhang, Yang Zheng · Energy Conversion and Management · 2017 · 156 citations

Natural Sciences, Data Science, Meteorology +15

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, Computer Science, Electrical Engineering +15

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 · 107 citations

Engineering, Chemical Engineering, Optimization +16