Xusheng Yang

Convolutional neural network-based deep transfer learning for fault detection of gas turbine combustion chambers

Mingliang Bai, Xusheng Yang, Jinfu Liu · Applied Energy · 2021 · 102 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +3

Research Status and Development Trend of Smart Grid

Xusheng Yang · Power System Technology · 2009 · 95 citations

Electric Power Grid, Electrical Engineering, Development Trend +12

Gas path fault diagnosis for gas turbine group based on deep transfer learning

Xusheng Yang, Mingliang Bai, Jinfu Liu · Measurement · 2021 · 59 citations

Fault Diagnosis, Engineering, Machine Learning +11

A Load Forecasting Framework Considering Hybrid Ensemble Deep Learning With Two-Stage Load Decomposition

Sisi Zhou, Yong Li, Yixiu Guo et al. · IEEE Transactions on Industry Applications · 2024 · 38 citations

Forecasting Methodology, Two-stage Load Decomposition, Hedl Framework +14

Short-term probabilistic predictions of wind multi-parameter based on one-dimensional convolutional neural network with attention mechanism and multivariate copula distribution estimation

Xinyu Zhao, Mingliang Bai, Xusheng Yang et al. · Energy · 2021 · 29 citations

Meteorology, Engineering, Machine Learning +8