From: Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review
Object | Architectures | References |
---|---|---|
Bearing | 1D-CNN | Chuya et al. [96], Eren et al. [97], Gonzalez-Muniz et al. [98], Li et al. [99], |
2D-CNN | Gong et al. [103], Guo et al. [104], Huang et al. [105], Khodja et al. [106], Li et al. [107], Wang et al. [108], Wang et al. [109], Wang et al. [110], Xu et al. [111], Zhang et al. [112], Islam et al. [113], Kumar et al. [114] | |
Gear | 1D-CNN | Liang et al. [115], Wu et al. [116], Zhao et al. [117], Li et al. [118] |
2D-CNN | Chen et al. [119], Chen et al. [120], Han et al. [121], Li et al. [122], Qiu et al. [123], Xin et al. [124], You et al. [125], Tang et al. [126] | |
Motor | 1D-CNN | |
2D-CNN | Hsueh et al. [129], Lee et al. [130], Yang et al. [131], Liu et al. [132], | |
Turbine | 1D-CNN | |
2D-CNN |