多模态过程质量有关故障的检测及诊断方法研究

61703161
2017
F0301.控制理论与技术
宋冰
青年科学基金项目
副教授
华东理工大学
24万元
故障辨识;工况监测;故障检测;状态监测;故障诊断
2018-01-01到2020-12-31
  • 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 Process Monitoring via Key Principal Components and Local Information Based Weights 期刊论文 Song Bing;Zhou Xinggui;Tan Shuai;Shi Hongbo;Zhao Bo;Wang Mengling
2 A novel dynamic weight principal component analysis method and hierarchical monitoring strategy for process fault detection and diagnosis 期刊论文 Tao Yang;Shi Hongbo;Song Bing;Tan Shuai
3 Tensor sequence component analysis for fault detection in dynamic process 期刊论文 Huang Pengfei;Tao Yang;Song Bing;Shi Hongbo;Tan Shuai
4 Fault detection and diagnosis via standardized k nearest neighbor for multimode process 期刊论文 Bing Song;Shuai Tan;Hongbo Shi;Bo Zhao
5 Multi-Subspace Orthogonal Canonical Correlation Analysis for Quality Related Plant Wide Process Monitoring 期刊论文 Bing Song;Hongbo Shi;Shuai Tan;Yang Tao
6 Concurrent monitoring of global-local performance indicators for large-scale process 期刊论文 Yang Jian;Song Bing;Tan Shuai;Shi Hongbo
7 Distributed Supervised Fault Detection and Diagnosis for a Non-Gaussian Process 期刊论文 Tao Yang;Shi Hongbo;Song Bing;Tan Shuai
8 Temporal-Spatial Neighborhood Enhanced Sparse Autoencoder for Nonlinear Dynamic Process Monitoring 期刊论文 Nanxi Li;Hongbo Shi;Bing Song;Yang Tao
9 Temporal-Spatial Global Locality Projections for Multimode Process Monitoring 期刊论文 Song Bing;Shi Hongbo
10 Information concentrated variational auto-encoder for quality-related nonlinear process monitoring 期刊论文 Zhu Jiazhen;Shi Hongbo;Song Bing;Tao Yang;Tan Shuai
11 Multi-subspace Elastic Network for Multimode Quality Related Process Monitoring 期刊论文 Song Bing;Yan Huaicheng;Shi Hongbo;Tan Shuai
12 Deep neural network based recursive feature learning for nonlinear dynamic process monitoring 期刊论文 Zhu Jiazhen;Shi Hongbo;Song Bing;Tan Shuai;Tao Yang
13 Fault Detection and Classification Using Quality-Supervised Double-Layer Method 期刊论文 Song Bing;Shi Hongbo
14 Performance-Indicator-Oriented Concurrent Subspace Process Monitoring Method 期刊论文 Song Bing;Zhou Xinggui;Shi Hongbo;Tao Yang
15 Quality modeling and monitoring for the linear-nonlinear-coexistence process 期刊论文 Zhao Bo;Song Bing;Shi Hongbo;Tan Shuai
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