Special Issue on AI-Enabled Monitoring, Diagnosis & Prognosis

In this topical collection (8 articles)

1. Original Article

   Deep Learning Based Data Fusion for Sensor Fault Diagnosis and Tolerance in Autonomous Vehicles

   Huihui Pan, Weichao Sun, Qiming Sun… Article:72

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2. Review

   Deep Learning-Driven Data Curation and Model Interpretation for Smart Manufacturing

   Jianjing Zhang, Robert X. Gao Article:71

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3. Original Article

   Practical Options for Adopting Recurrent Neural Network and Its Variants on Remaining Useful Life Prediction

   Youdao Wang, Yifan Zhao, Sri Addepalli Article:69

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4. Review

   Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review

   Zhibin Zhao, Jingyao Wu, Tianfu Li, Chuang Sun… Article:56

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5. Original Article

   Sparse Autoencoder-based Multi-head Deep Neural Networks for Machinery Fault Diagnostics with Detection of Novelties

   Zhe Yang, Dejan Gjorgjevikj, Jianyu Long… Article:54

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6. Original Article

   Multi-Scale Convolutional Gated Recurrent Unit Networks for Tool Wear Prediction in Smart Manufacturing

   Weixin Xu, Huihui Miao, Zhibin Zhao… Article:53

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7. Original Article

   Dynamic Distribution Adaptation Based Transfer Network for Cross Domain Bearing Fault Diagnosis

   Yixiao Liao, Ruyi Huang, Jipu Li, Zhuyun Chen… Article:52

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8. Original Article

   An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

   Baoxuan Zhao, Changming Cheng, Guowei Tu… Article:44

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