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Learning Adaptive Semi-Supervised Multi-Output Soft-Sensors with Co-Training of Heterogeneous Models 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 46493-46504
Authors:  Li, Dong;  Huang DP(黄道平);  Yu GP(于广平);  Liu YQ(刘乙奇)
Adobe PDF(8934Kb)  |  Favorite  |  View/Download:21/2  |  Submit date:2020/04/11
Soft-sensors, semi-supervised  co-training, multi-output  recursive partial least square (RPLS)  long short-term memory recurrent neural network (LSTM)  
Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2019, 卷号: 184, 页码: 82-93
Authors:  Xiao HJ(肖红军);  Ba, Bingxin;  Li, Xianxiang;  Liu, Jian;  Liu YQ(刘乙奇);  Huang DP(黄道平)
View  |  Adobe PDF(3200Kb)  |  Favorite  |  View/Download:81/11  |  Submit date:2019/02/24
Soft-sensors  Multi-output  Capacity control  Wastewater  Uncertainty  
基于动态多核相关向量机的软测量建模研究 期刊论文
化工学报, 2019, 卷号: 70, 期号: 4, 页码: 1472-1484
Authors:  吴菁;  刘乙奇;  刘坚;  黄道平;  邱禹
View  |  Adobe PDF(2624Kb)  |  Favorite  |  View/Download:62/8  |  Submit date:2019/02/24
软测量  污水处理  多核  相关向量机  时差建模  
活性污泥工艺丝状污泥膨胀的预测维护 期刊论文
化工自动化及仪表, 2019, 卷号: 46, 期号: 6, 页码: 458-463
Authors:  刘坚;  袁凌玲;  黄道平;  刘乙奇;  于广平
View  |  Adobe PDF(682Kb)  |  Favorite  |  View/Download:25/1  |  Submit date:2019/06/29
故障诊断  活性污泥  丝状污泥膨胀  软测量  
基于深层神经网络的多输出自适应软测量建模 期刊论文
化工学报, 2018, 卷号: 69, 期号: 7, 页码: 3101-3113
Authors:  邱禹;  刘乙奇;  吴菁;  黄道平
View  |  Adobe PDF(1813Kb)  |  Favorite  |  View/Download:69/15  |  Submit date:2018/03/25
污水  软测量  神经网络  多输出  预测  时差建模  Vip变量选择