Shujie Liu

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Path Degradation Modeling Framework With Adaptive Fractional Brownian Motion for Robust RUL Prediction in Mechanical Systems: A novel path adaptive RUL prediction method: MSM-MDAFBM.
Qual. Reliab. Eng. Int.
Shuai Lv, Shujie Liu, Hongkun Li, Yu Wang, Gengshuo Liu
2026 J jnl
Multi-stage tool wear prediction method based on multi-dimensional digital twin.
J. Intell. Manuf.
Wei Dai, Shujie Liu, Shuai Lv, Jinyan Hu, Xilin Wang
2025 J jnl
A first-order meta learning method for remaining useful life prediction of rotating machinery under limited samples.
Appl. Soft Comput.
Yu Wang, Shujie Liu, Shuai Lv, Gengshuo Liu
2025 J jnl
A multi scale meta-learning network for cross domain fault diagnosis with limited samples.
J. Intell. Manuf.
Yu Wang, Shujie Liu
2025 J jnl
A novel method for predicting the remaining useful life of MOSFETs based on a linear multi-fractional Lévy stable motion driven by a GRU similarity transfer network.
Reliab. Eng. Syst. Saf.
Shuai Lv, Shujie Liu, Hongkun Li, Yu Wang, Gengshuo Liu, Wei Dai
2025 J jnl
Meta-Learning and Knowledge Discovery based Physics-Informed Neural Network for Remaining Useful Life Prediction.
CoRR
Yu Wang, Shujie Liu, Shuai Lv, Gengshuo Liu
2025 J jnl
New Method for Remaining Useful Life Prediction Based on Recurrence Multi-Information Time-Frequency Transformer Networks: RUL Prediction with Recurrence Multi-Information TF Transformers.
Qual. Reliab. Eng. Int.
Shuai Lv, Shujie Liu, Hongkun Li
2024 J jnl
A hybrid method combining Lévy process and neural network for predicting remaining useful life of rotating machinery.
Adv. Eng. Informatics
Shuai Lv, Shujie Liu, Hongkun Li, Yu Wang, Gengshuo Liu, Wei Dai
2024 J jnl
Multiscale Feature Fusion Convolutional Neural Network for Surface Damage Detection in Retired Steel Shafts.
J. Comput. Inf. Sci. Eng.
Weiwei Liu, Jiahe Qiu, Yujiang Wang, Tao Li, Shujie Liu, Guangda Hu, Lin Xue
2022 J jnl
An adaptive prediction approach for rolling bearing remaining useful life based on multistage model with three-source variability.
Reliab. Eng. Syst. Saf.
Shujie Liu, Lexian Fan
2017 J jnl
Machinery condition prediction based on wavelet and support vector machine.
J. Intell. Manuf.
Shujie Liu, Yawei Hu, Chao Li, Huitian Lu, Hongchao Zhang
2017 J jnl
Reliability assessment of centrifugal compressor impeller based on the Monte Carlo method.
Int. J. Manuf. Res.
Yifan Wang, Shujie Liu, Chi Liu, Hongchao Zhang
2016 J jnl
Real-time Reliability Self-assessment in Milling Tools Operation.
Qual. Reliab. Eng. Int.
Shujie Liu, Yawei Hu, Chi Liu, Hongchao Zhang