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| Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis With Neuromorphic Computing 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 788-790 作者: Xinrui Chen; Xiang Li; Shupeng Yu; Yaguo Lei; Naipeng Li; Bin Yang Adobe PDF(24644Kb)  |  收藏  |  浏览/下载:34/11  |  提交时间:2024/02/19 |
| 跨域知识泛化的智能故障诊断方法研究 学位论文 , 2023 作者: 王焕杰 Adobe PDF(13296Kb)  |  收藏  |  浏览/下载:95/6  |  提交时间:2023/05/31 复杂工业设备 数据驱动 跨域故障诊断 迁移学习 故障知识泛化 |
| 面向多模态生产过程的健康监测方法研究 学位论文 , 2023 作者: 徐歆尧 Adobe PDF(8663Kb)  |  收藏  |  浏览/下载:101/5  |  提交时间:2023/06/12 故障预测与健康管理 多模态生产过程 异常检测 故障诊断 剩余使用寿命预测 |
| A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文 Machine Intelligence Research, 2023, 页码: 1-12 作者: Xu, Xinyao; Xu, De; Qin, Fangbo Adobe PDF(1677Kb)  |  收藏  |  浏览/下载:105/49  |  提交时间:2023/06/21 data augmentation feature clustering class-rebalance strategy few-shot learning fault diagnosis |
| A Novel Parameter-Optimized Recurrent Attention Network for Pipeline Leakage Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1064-1076 作者: Tong Sun; Chuang Wang; Hongli Dong; Yina Zhou; Chuang Guan Adobe PDF(3211Kb)  |  收藏  |  浏览/下载:147/48  |  提交时间:2023/03/22 Anomaly-attention mechanism (AM) long short-term memory (LSTM) parameter-optimized recurrent attention network (PRAN) particle swarm optimization (PSO) pipeline leakage detection (PLD) |
| Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546 作者: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang Adobe PDF(25706Kb)  |  收藏  |  浏览/下载:463/35  |  提交时间:2023/01/16 Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| A Simple Framework to Generalized Zero-Shot Learning for Fault Diagnosis of Industrial Processes 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1504-1506 作者: Jiacheng Huang; Zuxin Li; Zhe Zhou Adobe PDF(526Kb)  |  收藏  |  浏览/下载:47/19  |  提交时间:2023/05/29 |
| Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134 作者: Xiang Li; Yixiao Xu; Naipeng Li; Bin Yang; Yaguo Lei Adobe PDF(2608Kb)  |  收藏  |  浏览/下载:142/37  |  提交时间:2023/01/03 Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Uncertainty Quantification in Remaining Useful Life Prediction under Covariate Shift 期刊论文 Neural Computing and Applications, 2023, 页码: 28 作者: Wang Huanjie; Bai Xiwei; Tan Jie; Liu Chengbao Adobe PDF(5073Kb)  |  收藏  |  浏览/下载:88/34  |  提交时间:2023/06/19 Remaining useful life Uncertainty quantification Bayesian convolutional neural network |
| A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594 作者: Xinyao Xu Adobe PDF(1348Kb)  |  收藏  |  浏览/下载:53/19  |  提交时间:2023/08/02 Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis |