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1. Fault detection of cylindrical lithium-ion battery under Markov switching NSTL国家科技图书文献中心

Gao, Yu |  Wu, Kai-Ning... -  《Nonlinear dynamics》 - 2025,113(4) - 3323～3337 - 共15页

摘要： a novel fault detection scheme for the cylindrical |  of our method in thermal fault detection. | Fault detecting is crucial for the safety of |  fault and sensor fault are the most common fault in |  the lithium-ion battery. This is because thermal
关键词： Lithium-ion battery |  Fault detection |  Reaction-convection-diffusion system |  Markov switching |  Interval filter
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2. Seismic Reflector Dip Integrated Spatial–Spectral UFormer for Fault Detection NSTL国家科技图书文献中心

Yihuai Lou |  Yusheng Wang... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～15 - 共15页

摘要：Seismic fault detection is one of the key |  detection. Although many DL-based fault detection methods |  (ASM) to improve the fault detection performance by |  accurate and continuous fault detection results |  deep learning (DL) models to accelerate seismic fault
关键词： Feature extraction |  Fault detection |  Signal to noise ratio |  Coherence |  Data models |  Training |  Geology |  Data mining |  Computational modeling |  Transformers
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3. SVD Theory for Machine Fault Detection: A Review NSTL国家科技图书文献中心

Li, Hua |  Wang, Tianyang... -  《IEEE sensors journal》 - 2025,25(5) - 7896～7915 - 共20页

摘要： processing and fault detection. At present, scholars have |  in mechanical fault detection and other fields from |  equipment performance. Condition monitoring and fault | , to achieve the effective extraction of fault |  applications in mechanical fault diagnosis, as well as other
关键词： Fault diagnosis |  Feature extraction |  Matrix decomposition |  Machinery |  Fault detection |  Vibrations |  Signal to noise ratio |  Interference |  History |  Condition monitoring...
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4. Real-Time Ground Fault Detection for Inverter-Based Microgrid Systems NSTL国家科技图书文献中心

Jingwei Dong |  Yucheng Liao... -  《IEEE transactions on control systems technology》 - 2025,33(1) - 392～399 - 共8页

摘要：Ground fault detection in inverter-based |  fault detection filter with the output current as the |  real-time setting, as the fault current deviates |  uncertainties by training with data, and ensuring fault |  microgrid (IBM) systems is challenging, particularly in a
关键词： Fault detection |  Uncertainty |  Microgrids |  Generators |  Inverters |  Voltage control |  Transforms |  State-space methods |  Real-time systems |  Probabilistic logic
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5. Offshore Wind‐Hydrogen Systems Fault Detection Based on CNN‐BiLSTM‐AM Algorithm NSTL国家科技图书文献中心

Tianxiang Zhao |  Li Sun... -  《Quality and reliability engineering international》 - 2025,41(3) - 1092～1107 - 共16页

摘要： learningbased approach for fault detection in offshore |  windhydrogen systems. A fault detection model is developed |  automated learning process from data to fault detection |  dataset generated through fault injection techniques |  performance assessment under different fault scenarios
关键词： deep learning |  fault detection |  floating offshore windhydrogen system
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6. FedCPG: A class prototype guided personalized lightweight federated learning framework for cross-factory fault detection NSTL国家科技图书文献中心

Li, Haodong |  Wang, Xingwei... -  《Computers in Industry》 - 2025,164 - 共17页

摘要： fault detection are crucial to ensure the reliability |  fault detection methods have achieved significant |  fragmentation and limited fault detection capabilities |  learning in industrial fault detection. |  detection accuracy, the conflicting interests brought by
关键词： Personalized federated learning |  Fault detection |  Class prototype |  Deep learning
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7. 3-D Seismic Fault Detection Using Fault Orthogonal Annotation and Barely Supervised Learning NSTL国家科技图书文献中心

Zheng Zhang |  Zhe Yan... -  《IEEE Transactions on Geoscience and Remote Sensing》 - 2025,63 - 1～11 - 共11页

摘要： approach using synthetic data. Accurate fault detection |  fault detection by this method is more continuous and | Among deep learning-based seismic fault |  detection approaches, most of the training datasets are |  barely-supervised-learning-based seismic fault
关键词： Annotations |  Three-dimensional displays |  Fault detection |  Training |  Supervised learning |  Training data |  Deformation |  Deep learning |  Unsupervised learning |  Image registration
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8. Fault detection for industrial processes based on time-serial maximal deviation analysis NSTL国家科技图书文献中心

Xu, Jing |  Tong, Chudong... -  《Measurement Science & Technology》 - 2025,36(1) - 1～14 - 共14页

摘要： algorithms in data-driven fault detection has been widely |  signatures. For the sole purpose of fault detection in |  effectiveness of the proposed fault detection method is |  historical normal samples and a fault is usually isolated |  guarantee consistently enhanced fault detectability. The
关键词： fault detection |  statistical process monitoring |  feature extraction |  time-serial variation
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9. Incipient fault detection for the spindle bearing of a cement grinding machine based on vibrational resonance NSTL国家科技图书文献中心

Xiao, Lei |  Zhao, Hailong... -  《Measurement Science & Technology》 - 2025,36(1) - 1～13 - 共13页

摘要： decreases the accuracy of fault detection based on | -elimination fault detection methods. The results demonstrate |  methods at the early stage of a bearing fault. To |  address this issue, this paper presents a new fault |  detection method for the spindle bearing by utilizing
关键词： incipient fault detection |  spindle bearing |  noise-utilization |  vibrational resonance
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10. Guaranteed Disturbance Compensation and Robust Fault Detection Based on Zonotopic Evaluation NSTL国家科技图书文献中心

Fu, Shui |  Wang, Rui... -  《International Journal of Robust and Nonlinear Control》 - 2025,35(3) - 1201～1218 - 共18页

摘要：In the context of model-based fault detection |  fault detection method is implemented with constant |  disturbance compensation and robust fault detection method |  fault detection observer (EFDO) is created to pursue |  to reduce the conservatism of fault detection. The
关键词： disturbance compensation |  L-infinity design |  robust fault detection |  zonotopic evaluation |  L∞$$ {L}_{infty } $$ design
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