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Study on Statistical Outlier Detection and Labelling 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 788-811
作者:  Paweł D. Domański
浏览  |  Adobe PDF(3534Kb)  |  收藏  |  浏览/下载：206/83  |  提交时间：2021/02/22
Outlier detection  control loop quality  statistical analysis  robust estimation  heavy tails.  
Developing Soft Sensors for Polymer Melt Index in an Industrial Polymerization Process Using Deep Belief Networks 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 44-54
作者:  Chang-Hao Zhu;  Jie Zhang
浏览  |  Adobe PDF(1138Kb)  |  收藏  |  浏览/下载：159/52  |  提交时间：2021/02/22
Polymer melt index  soft sensor  deep learning  deep belief network (DBN)  unsupervised training.  
Controller Optimization for Multirate Systems Based on Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 417-427
作者:  Zhan Li;  Sheng-Ri Xue;  Xing-Hu Yu;  Hui-Jun Gao
浏览  |  Adobe PDF(1013Kb)  |  收藏  |  浏览/下载：168/62  |  提交时间：2021/02/22
Multirate system  reinforcement learning  policy iteration  optimal control  controller optimization.  
A Survey on Modelling and Compensation for Hysteresis in High Speed Nanopositioning of AFMs: Observation and Future Recommendation 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 479-501
作者:  Maniza Armin;  Priyo Nath Roy;  Sajal Kumar Das
浏览  |  Adobe PDF(2007Kb)  |  收藏  |  浏览/下载：220/51  |  提交时间：2021/02/22
Hysteresis  nonlinearities  piezoelectric actuator  smart actuator  atomic force microscope.