Dual-Aspect Self-Attention Based on Transformer for Remaining Useful Life Prediction. - Zhizheng Zhang 008; Wen Song; Qiqiang Li (IEEE Trans. Instrum. Meas., 2022)

An integrated feature extraction framework of linear multi-layer perceptron to reduce computation complexity for remaining useful life prediction. - Hui Gao; Qingwen Guo; Zhizheng Zhang 008; Yibin Li (Eng. Appl. Artif. Intell., 2025)

A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction. - Zhizheng Zhang 008; Wen Song; Qiong Wu; Wenxu Sun; Qiqiang Li; Lei Jia (Eng. Appl. Artif. Intell., 2025)

Multivariate time series generation based on dual-channel Transformer conditional GAN for industrial remaining useful life prediction. - Zhizheng Zhang 008; Hui Gao; Wenxu Sun; Wen Song; Qiqiang Li (Knowl. Based Syst., 2025)