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| A New Safety Assessment Method Based on Belief Rule Base With Attribute Reliability 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1774-1785 作者: Zhichao Feng; Wei He; Zhijie Zhou; Xiaojun Ban; Changhua Hu; Xiaoxia Han Adobe PDF(6041Kb)  |  收藏  |  浏览/下载:130/44  |  提交时间:2021/09/03 Belief rule base (BRB) belief rule reduction reliability safety assessment structure adjustment |
| A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 581-593 作者: Zhao-Hua Liu; Xu-Dong Meng; Hua-Liang Wei; Liang Chen; Bi-Liang Lu; Zhen-Heng Wang; Lei Chen Adobe PDF(4710Kb)  |  收藏  |  浏览/下载:162/62  |  提交时间:2021/07/20 Deep learning fault diagnosis fault prognosis long and short time memory network (LSTM) rolling bearing rotating machinery regularization remaining useful life prediction (RUL) recurrent neural network (RNN) |
| Deep & Attention : A Self-Attention based Neural Network for Remaining Useful Lifetime Predictions 会议论文 , Budapest, Hungary, 2021-2 作者: Yuanjun, Liu; Xingang, Wang Adobe PDF(1820Kb)  |  收藏  |  浏览/下载:218/50  |  提交时间:2021/07/01 |
| 无菌灌装生产线智能化系统的研究与实现 学位论文 工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021 作者: 刘元俊 Adobe PDF(8498Kb)  |  收藏  |  浏览/下载:226/0  |  提交时间:2021/06/30 故障预测与健康管理 工业大数据 深度学习 注意力机制 分布式系统 剩余使用寿命预测 |
| Robust Controller Synthesis and Analysis in Inverter-Dominant Droop-Controlled Islanded Microgrids 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1401-1415 作者: S. Mohsen Azizi Adobe PDF(4010Kb)  |  收藏  |  浏览/下载:177/56  |  提交时间:2021/06/11 Droop control inverter microgrid Monte Carlo simulation robust control μ-synthesis |
| Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354 作者: Ruihua Jiao; Kaixiang Peng; Jie Dong Adobe PDF(1807Kb)  |  收藏  |  浏览/下载:164/60  |  提交时间:2021/06/11 Hot strip mill prognostics and health management (PHM) recurrent neural network (RNN) remaining useful life (RUL) roller management |
| Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000 作者: Jian Pan; Congbo Li; Ying Tang; Wei Li; Xiaoou Li Adobe PDF(2661Kb)  |  收藏  |  浏览/下载:222/55  |  提交时间:2021/04/09 Energy consumption prediction incomplete data generative adversarial imputation nets (GAIN) gene expression programming (GEP) |
| A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422 作者: Chuang Chen; Ningyun Lu; Bin Jiang; Cunsong Wang Adobe PDF(1855Kb)  |  收藏  |  浏览/下载:199/70  |  提交时间:2021/04/09 Long short-term memory (LSTM) network predictive maintenance remaining useful life (RUL) estimation risk-averse adaptation support vector regression (SVR) |