Lixiao Cao

A parallel GRU with dual-stage attention mechanism model integrating uncertainty quantification for probabilistic RUL prediction of wind turbine bearings

Lixiao Cao, Hongyu Zhang, Zong Meng et al. · Reliability Engineering & System Safety · 2023 · 125 citations

Computing, Computational Engineering, Computer Science +9

Rolling bearing fault diagnosis based on multi-channel convolution neural network and multi-scale clipping fusion data augmentation

Ruxue Bai, Quansheng Xu, Zong Meng et al. · Measurement · 2021 · 117 citations

Computing, Computer Science, Data Science +16

Fault Diagnosis of Wind Turbine Gearbox Based on Deep Bi-Directional Long Short-Term Memory Under Time-Varying Non-Stationary Operating Conditions

Lixiao Cao, Zheng Qian, Hamidreza Zareipour et al. · IEEE Access · 2019 · 57 citations · Full text

Computing, Computer Science, Electric Machines +16

Research on Fault Diagnosis of Rolling Bearing Based on Lightweight Model With Multiscale Features

Zong Meng, Jimeng Li, Lixiao Cao et al. · IEEE Sensors Journal · 2023 · 49 citations

Computing, Computational Engineering, Computer Science +15

Multi-source feature extraction of rolling bearing compression measurement signal based on independent component analysis

Jing Li, Zong Meng, Na Yin et al. · Measurement · 2020 · 48 citations

Engineering, Industrial Engineering, Feature Engineering +13