Liangwei Zhang

A novel approach of multisensory fusion to collaborative fault diagnosis in maintenance

Haidong Shao, Jing Lin, Liangwei Zhang et al. · Information Fusion · 2021 · 288 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

Attitude data-based deep hybrid learning architecture for intelligent fault diagnosis of multi-joint industrial robots

Jianyu Long, Jindong Mou, Liangwei Zhang et al. · Journal of Manufacturing Systems · 2020 · 135 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +10

Adaptive kernel density-based anomaly detection for nonlinear systems

Liangwei Zhang, Jing Lin, Ramin Karim · Knowledge-Based Systems · 2017 · 130 citations · Full text

Nonlinear System Identification, Anomaly Detection, Engineering +4

Sliding Window-Based Fault Detection From High-Dimensional Data Streams

Liangwei Zhang, Jing Lin, Ramin Karim · IEEE Transactions on Systems Man and Cybernetics Systems · 2016 · 113 citations · Full text

A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions

Liangwei Zhang, Qi Fan, Jing Lin et al. · Engineering Applications of Artificial Intelligence · 2022 · 112 citations

Wind Turbine Gearboxes, Fault Diagnosis, Condition Monitoring +11