Zhizheng Zhang

Dual-Aspect Self-Attention Based on Transformer for Remaining Useful Life Prediction

Zhizheng Zhang, Wen Song, Qiqiang Li · IEEE Transactions on Instrumentation and Measurement · 2022 · 244 citations · Full text

A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction

Zhizheng Zhang, Wen Song, Qiong Wu et al. · Engineering Applications of Artificial Intelligence · 2024 · 27 citations

Monthly-scale hydro-climatic forecasting and climate change impact evaluation based on a novel DCNN-Transformer network

Haitao Yang, Zhizheng Zhang, Xi Liu et al. · Environmental Research · 2023 · 22 citations

Climatology, Meteorology, Hydrometeorology +12

Multivariate time series generation based on dual-channel Transformer conditional GAN for industrial remaining useful life prediction

Zhizheng Zhang, Hui Gao, Wenxu Sun et al. · Knowledge-Based Systems · 2024 · 21 citations

Multiscale global and local self-attention-based network for remaining useful life prediction

Zhizheng Zhang, Wen Song, Qiqiang Li et al. · Measurement Science and Technology · 2023 · 15 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23