Incipient Feature extraction based on singular value decomposition and undecimated lifting scheme packet. - Lixiang Duan; Nan Liu; Yu Tang; Yafeng Liu; Qinchun Zhang (FSKD, 2012)

Bearing defect signature analysis based on a SAX-based association rule mining. - Tangbo Bai; Yulong Zhang; Xuduo Wang; Lixiang Duan; Jinjiang Wang (ICPHM, 2016)

Support vector data description for machinery multi-fault classification with unbalanced datasets. - Lixiang Duan; Mengyun Xie; Tangbo Bai; Jinjiang Wang (ICPHM, 2016)

On cross-domain feature fusion in gearbox fault diagnosis under various operating conditions based on Transfer Component Analysis. - Junyao Xie; Laibin Zhang; Lixiang Duan; Jinjiang Wang (ICPHM, 2016)

A new support vector data description method for machinery fault diagnosis with unbalanced datasets. - Lixiang Duan; Mengyun Xie; Tangbo Bai; Jinjiang Wang (Expert Syst. Appl., 2016)

NSCT-Based Infrared Image Enhancement Method for Rotating Machinery Fault Diagnosis. - Tangbo Bai; Laibin Zhang; Lixiang Duan; Jinjiang Wang (IEEE Trans. Instrum. Meas., 2016)

A new paradigm of cloud-based predictive maintenance for intelligent manufacturing. - Jinjiang Wang; Laibin Zhang; Lixiang Duan; Robert X. Gao (J. Intell. Manuf., 2017)

Auxiliary-model-based domain adaptation for reciprocating compressor diagnosis under variable conditions. - Lixiang Duan; Xuduo Wang; Mengyun Xie; Zhuang Yuan; Jinjiang Wang (J. Intell. Fuzzy Syst., 2018)

Deep learning enabled intelligent fault diagnosis: Overview and applications. - Lixiang Duan; Mengyun Xie; Jinjiang Wang; Tangbo Bai (J. Intell. Fuzzy Syst., 2018)

A novel feature extraction algorithm for bearing fault diagnosis based on enhanced symbolic aggregate approximation. - Yulong Zhang; Yisu Zhou; Menglan Duan; Lixiang Duan; Xin Zhang; Liuyi Jiang (J. Intell. Fuzzy Syst., 2019)

An Intelligent Fault Diagnosis Method for Reciprocating Compressors Based on LMD and SDAE. - Yang Liu; Lixiang Duan; Zhuang Yuan; Ning Wang; Jianping Zhao (Sensors, 2019)

Imbalanced data enhancement method based on improved DCGAN and its application. - Lijun Zhang; Lixiang Duan; Xiaocui Hong; Xiangyu Liu; Xinyun Zhang (J. Intell. Fuzzy Syst., 2021)

Cross-scenario transfer diagnosis of reciprocating compressor based on CBAM and ResNet. - Lijun Zhang; Lixiang Duan (J. Intell. Fuzzy Syst., 2022)

Imbalanced fault diagnosis of planetary gearboxes based on noise enhancement and threshold adaptive Siamese decoupled network. - Na Zhang; Lixiang Duan; Xiaofeng Li; Xiangwu Liu (ICPHM, 2023)

A collaborative adversarial framework: Distribution characteristics-guided alignment mechanism for fault diagnosis of machines considering domain shift. - Xiaoxuan Fan; Lixiang Duan; Na Zhang; Mingyu Shen (Adv. Eng. Informatics, 2025)

A multi-scale graph-guided dynamic enhanced alignment network for mechanical fault diagnosis considering domain shift and data imbalance. - Xiaoxuan Fan; Lixiang Duan; Na Zhang (Neurocomputing, 2025)