软测量辅助下丝状菌污泥膨胀的成因分析和预测维护

61873096
2018
F0306.自动化检测技术与装置
刘乙奇
面上项目
副教授
华南理工大学
65万元
污水处理;故障诊断;故障分析;软测量
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Adaptive ranking based ensemble learning of Gaussian process regression models for quality-related variable prediction in process industries 期刊论文 Yiqi Liu;Daoping Huang;Bin Liu;Qiang Feng;Baoping Cai
2 Condition-Based Maintenance Policy for Systems With a Non-Homogeneous Degradation Process 期刊论文 Jia Peng;Bin Liu;Yiqi Liu;Xiang Xu
3 A Novel Ensemble Adaptive Sparse Bayesian Transfer Learning Machine for Nonlinear Large-Scale Process Monitoring 期刊论文 Cheng Hongchao;Liu Yiqi;Huang Daoping;Xu Chong;Wu Jing
4 Learning Adaptive Semi-Supervised Multi-Output Soft-Sensors with Co-training of Heterogeneous Models 期刊论文 Dong Li;Daoping Huang;Guangping Yu;Yiqi Liu
5 A Semi-supervised Soft-sensor of Just-in-time Learning With Structure Entropy Clustering and Applications for Industrial Processes Monitoring 期刊论文 Dong Li;Yiqi Liu;Daoping Huang;Chong Xu
6 Adaptive Transfer Learning of Cross-Spatiotemporal Canonical Correlation Analysis for Plant-Wide Process Monitoring 期刊论文 Hongchao Cheng;Yiqi Liu;Daoping Huang;Yongping Pan;Qilin Wang
7 Rebooting data-driven soft-sensors in process industries: A review of kernel methods 期刊论文 Yiqi Liu;Min Xie
8 面向污水处理过程的预测元-RVM故障诊断建模 期刊论文 程洪超;吴菁;刘乙奇;黄道平
9 Learning soft sensors using time difference–based multi-kernel relevance vector machine with applications for quality-relevant monitoring in wastewater treatment 期刊论文 Jing Wu;Hongchao Cheng;Yiqi Liu;Daoping Huang;Longhua Yuan;Lingying Yao
10 Integrated Design of Monitoring, Analysis and Maintenance for Filamentous Sludge Bulking in Wastewater Treatment 期刊论文 Yiqi Liu;Lingling Yuan;Shuo Huang;Daoping Huang;Bin Liu
11 基于Tri-training MPLS的半监督软测量模型 期刊论文 李东;刘乙奇;黄道平
12 一种针对污水处理主成分敏感性分析方法、装置及介质 专利 刘乙奇;颜浩明;黄志鹏
13 一种针对污泥膨胀的特征提取主成分分析在线监测方法 专利 刘乙奇;黄志鹏;程洪超
14 基于动态多核相关向量机的软测量建模研究 期刊论文 吴菁;刘乙奇;刘坚;黄道平;邱禹;于广平
15 A novel two-step adaptive multioutput semisupervised soft sensor with applications in wastewater treatment 期刊论文 Li Dong;Huang Daoping;Liu Yiqi
16 Development of Semi-supervised Multiple-output Soft-sensors with Co-training and Tri-training MPLS and MRVM 期刊论文 Dong Li;Yiqi Liu;Daoping Huang
17 Process Monitoring of Quality-Related Variables in Wastewater Treatment Using Kalman-Elman Neural Network-Based Soft-Sensor Modeling 期刊论文 Yiqi Liu;Longhua Yuan;Dong Li;Yan Li;Daoping Huang
18 Prediction of Biochemical Oxygen Demand Based on VIP-PSO-Elman Model in Wastewater Treatment 会议论文 Yiqi Liu;Kaqi Li;Daoping Huang
19 基于协同训练的集成自适应GPR-RVM多输出模型研究 期刊论文 李东;黄道平;许翀;刘乙奇
20 基于激光散斑的实时立体匹配算法及其应用 期刊论文 潘创;刘乙奇;黄道平
21 基于鲁棒自适应典型相关分析的污水厂污泥膨胀检测方法 专利 程洪超;黄道平;刘乙奇;吴菁
22 一种用于出水变量预测的软测量方法、装置及介质 专利 李东;刘乙奇;黄道平;许翀
23 一种针对污泥膨胀的特征提取典型相关分析在线监测方法 专利 刘乙奇;黄志鹏
24 一种基于混合核典型相关分析的污水厂在线故障监测方法 专利 刘乙奇;程洪超;黄道平
25 Novel Process Monitoring Approach Enhanced by a Complex Independent Component Analysis Algorithm with Applications for Wastewater Treatment 期刊论文 Chong Xu;Daoping Huang;Dong Li;Liu Yiqi
26 Novel Belief Propagation Algorithm for Stereo Matching with a Robust Cost Computation 期刊论文 Chuang Pan;Yiqi Liu;Daoping Huang
27 Modeling of Adaptive Multi-output Soft-sensors with Applications in Wastewater Treatments 期刊论文 Jing Wu;Hongchao Cheng;Yiqi Liu;Bin Liu;Daoping Huang
28 Development of RVM-Based Multiple-Output Soft Sensors With Serial and Parallel Stacking Strategies 期刊论文 Yiqi Liu;Bin Liu;Xiujie Zhao;Min Xie
29 基于协同训练的半监督异构自适应软测量建模方法的研究 期刊论文 李东;黄道平;刘乙奇
30 Rebooting kernel CCA method for nonlinear quality-relevant fault detection in process industries 期刊论文 Hongchao Cheng;Yiqi Liu;Daoping Huang;Baoping Cai;Qilin Wang
31 A complex-valued slow independent component analysis based incipient fault detection and diagnosis method with applications to wastewater treatment processes 期刊论文 Chong Xu;Daoping Huang;Baoping Cai;Hongtian Chen;Yiqi Liu
32 基于改进贡献图和格兰杰因果分析的污泥膨胀诊断方法 专利 刘乙奇;黄志鹏;于广平;黄道平
33 一种基于半监督学习的污水监测的多输出软测量方法 专利 李东;刘乙奇;黄道平;许翀;程洪超
34 Development of Adaptive Soft-Sensors Based on Kalman-Elman Neural Network with Applications in Wastewater Treatment 会议论文 Yiqi Liu;Longhua Yuan;Daoping Huang
35 A Novel Fault Identification and Root-causality Analysis of Incipient Faults with Applications to Wastewater Treatment Processes 期刊论文 Hongchao Cheng;Jing Wu;Yiqi Liu;Daoping Huang
36 Maintenance optimisation for systems with multi-dimensional degradation andimperfect inspections 期刊论文 Bin Liu;Xiujie Zhao;Yiqi Liu;Phuc Do
37 全生命周期污泥膨胀的智能检测和诊断分析 期刊论文 刘乙奇;黄志鹏;于广平;黄道平
38 基于深度学习的包裹追踪检测计数系统 期刊论文 罗建坤;黄道平;吴菁;刘乙奇;刘少君
39 Robust adaptive boosted canonical correlation analysis for quality-relevant process monitoring of wastewater treatment 期刊论文 Cheng Hongchao;Wu Jing;Huang Daoping;Liu Yiqi;Wang Qilin
40 活性污泥工艺丝状污泥膨胀的预测维护 期刊论文 刘坚;袁凌玲;黄道平;刘乙奇
41 Optimized Forecast Components-SVM Based Fault Diagnosis with Applications for Wastewater Treatment 期刊论文 Hongchao Cheng;Yiqi Liu;Daoping Huang;Bin Liu
42 Process Monitoring of Operational Cost for Wastewater Treatment Processes Using Variants of ARMA Models Based Soft-sensors 会议论文 Yu Lu;Yiqi Liu;Dong Li
43 Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study 期刊论文 Xiao Hongjun;Ba Bingxin;Li Xianxiang;Liu Jian;Liu Yiqi;Huang Daoping
44 一种污水处理厂脱氮除磷工艺中参数敏感性分析方法 专利 刘乙奇;邱铸毅;黄志鹏;于广平;叶洪涛
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