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| 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:104/5  |  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 |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文 , Beijing, China, August 27-28, 2022 作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu Adobe PDF(69424Kb)  |  收藏  |  浏览/下载:158/67  |  提交时间:2023/07/06 |
| 数据驱动的工业过程故障检测与隔离方法研究 学位论文 工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022 作者: 任泽林 Adobe PDF(4468Kb)  |  收藏  |  浏览/下载:221/9  |  提交时间:2022/06/13 数据驱动 非线性工业过程 故障检测 故障隔离 质量相关 |
| Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476 作者: Donglei Zheng; Le Zhou; Zhihuan Song Adobe PDF(1388Kb)  |  收藏  |  浏览/下载:126/50  |  提交时间:2021/06/11 Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44 作者: Wei Jia; Jian Gao; Wei Xia; Yang Zhao; Hai Min; Jing-Ting Lu 浏览  |  Adobe PDF(2680Kb)  |  收藏  |  浏览/下载:203/73  |  提交时间:2021/02/23 Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep learning |
| Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer 期刊论文 SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16 作者: Shan, Peng; Zhao, Yuhui; Wang, Qiaoyun; Ying, Yao; Peng, Silong 收藏  |  浏览/下载:173/0  |  提交时间:2020/03/30 Calibration transfer Principal component analysis (PCA) Kernel principal component analysis (KPCA) Multivariate calibration Joint spectral subspace Partial least squares (PLS) |
| Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345 作者: Kai Zhong; Min Han; Bing Han 浏览  |  Adobe PDF(1354Kb)  |  收藏  |  浏览/下载:112/37  |  提交时间:2021/03/11 Data-driven fault prognosis feature extraction industrial systems |
| Unsupervised situational assessment for power grid voltage stability monitoring based on siamese autoencoder and k-Means clustering 会议论文 , Hohhot, China, July 17-20, 2020 作者: Bai, Xiwei; Tan, Jie 浏览  |  Adobe PDF(6951Kb)  |  收藏  |  浏览/下载:182/59  |  提交时间:2020/06/12 |
| 脑电情绪识别中跨被试迁移学习方法研究 学位论文 , 中国科学院自动化研究所: 中国科学院自动化研究所, 2019 作者: 李劲鹏 Adobe PDF(4425Kb)  |  收藏  |  浏览/下载:864/19  |  提交时间:2019/06/19 脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练 |
| An Approach to Reducing Input Parameter Volume for Fault Classifiers 期刊论文 International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 2, 页码: 199-212 作者: Ann Smith; Fengshou Gu; Andrew D. Ball 浏览  |  Adobe PDF(1085Kb)  |  收藏  |  浏览/下载:109/52  |  提交时间:2021/02/22 Fault diagnosis classification variable clustering data compression big data. |