Yi Liao

Bearing fault diagnosis via generalized logarithm sparse regularization

Ziwei Zhang, Weiguo Huang, Yi Liao et al. · Mechanical Systems and Signal Processing · 2021 · 225 citations

Fault Diagnosis, Engineering, Fault Estimation +5

Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis

Yi Liao, Weiguo Huang, Changqing Shen et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 29 citations

Fault Diagnosis, Engineering, Machine Learning +16

Multi-stage distribution correction: A promising data augmentation method for few-shot fault diagnosis

Xiao Zhang, Weiguo Huang, Rui Wang et al. · Engineering Applications of Artificial Intelligence · 2023 · 24 citations

Reliability, Fault Diagnosis, Few-shot Fault Diagnosis +14

Sparse representation based on generalized smooth logarithm regularization for bearing fault diagnosis

Zeshu Song, Weiguo Huang, Yi Liao et al. · Measurement Science and Technology · 2021 · 18 citations

Iteratively reweighted accurate sparse low-rank matrix estimation algorithm for bearing fault diagnosis

Weiguo Huang, Juntao Ma, Tianxu Qiu et al. · Measurement · 2023 · 18 citations

Fault Diagnosis, Engineering, Machine Learning +8