Hongli Zhang

Enhanced data-driven fault diagnosis for machines with small and unbalanced data based on variational auto-encoder

Dongfang Zhao, Shulin Liu, Dan Gu et al. · Measurement Science and Technology · 2019 · 132 citations

A method of anomaly detection and fault diagnosis with online adaptive learning under small training samples

Dong Li, Shulin Liu, Hongli Zhang · Pattern Recognition · 2016 · 99 citations

Artificial Intelligence, Fault Diagnosis, Anomaly Detection +12

Coal resource and industrial structure nexus in energy-rich area: The case of the contiguous area of Shanxi and Shaanxi Provinces, and Inner Mongolia Autonomous Region of China

Hongli Zhang, Lei Shen, Shuai Zhong et al. · Resources Policy · 2020 · 74 citations

Industrial Structure Nexus, Engineering, East Asian Studies +9

A novel feature adaptive extraction method based on deep learning for bearing fault diagnosis

Tian Zhang, Shulin Liu, Yuan Wei et al. · Measurement · 2021 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +7

Coupling rub-impact dynamics of double translational joints with subsidence for time-varying load in a planar mechanical system

Shungen Xiao, Shulin Liu, Mengmeng Song et al. · Multibody System Dynamics · 2019 · 54 citations

Engineering, Mechanics, Impact Loading +10