融合过程知识的数据驱动质量预报与异常溯源

62003300
2020
F0308.智能制造自动化系统理论与技术
姚乐
青年科学基金项目
副教授
浙江大学
24万元
质量监控;制造过程质量与故障溯源;质量溯源;数据处理;软测量
2021-01-01到2023-12-31
  • 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 Novel Two-Stream Deep Fast-Slow Features Extraction for Chemical Process Soft Sensing Application 会议论文 Jiayu Wang;Xiao Wang;Le Yao;Weili Xiong
2 Mode Information Separated β-VAE Regression for Multimode Industrial Process Soft Sensing 期刊论文 Bingbing Shen;Le Yao;Zeyu Yang;Zhiqiang Ge
3 Self-Learning Temporal-Spatial Graph Model for Industrial Soft Sensing Application 会议论文 Chiye Zhang;Le Yao;Zhichao Chen;Bingbing Shen;Jiusun Zeng
4 Novel SiameseAE Network for Industrial Process Slow Feature Extraction and Soft Sensing Applications 期刊论文 Jiayu Wang;Le Yao;Peng Chang;Weili Xiong
5 Predictive modeling with multiresolution pyramid VAE and industrial soft sensor applications 期刊论文 Bingbing Shen;Le Yao;Zhiqiang Ge
6 Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering 期刊论文 Zeyu Yang;Le Yao;Bingbing Shen;Peiliang Wang
7 Dynamic Features Incorporated Locally Weighted Deep Learning Model for Soft Sensor Development 期刊论文 Le Yao;Zhiqiang Ge
8 Ensemble Data Augmentation for Imbalanced Fault Diagnosis 期刊论文 Xiaoyu Jiang;Junhua Zheng;Xinzhen Zhuang;Zhiqiang Ge
9 RAGAN: Regression Attention Generative Adversarial Networks 期刊论文 Xiaoyu Jiang;Zhiqiang Ge
10 一种基于因果辅助的时间序列分割及预测方法 专利 何懿萌;姚乐;张新民
11 Improving the performance of just-in-time learning-based soft sensor through data augmentation 期刊论文 Xiaoyu Jiang;Zhiqiang Ge
12 Input Factor Selection Based on Interpretable Neural Network for Industrial Virtual Sensing Application 期刊论文 Le Yao;Zeyu Yang;Zheng Zhang;Siyuan Tang;Bingbing Shen;Jiusun Zeng
13 Dynamic Bayesian Networks for Feature Learning and Transfer Applications in Remaining Useful Life Estimation 期刊论文 Lingquan Zeng;Junhua Zheng;Le Yao;Zhiqiang Ge
14 Component Correction and Category Identification for Weathered Silicate Glass With Small Datasets 期刊论文 Siyuan Tang;Le Yao
15 Robust Stacked Probabilistic Latent Variable Model for Fault Isolation of Dynamic Process With Outliers 期刊论文 Jiusun Zeng;Cheng Lu;Le Yao;Yi Liu;Shihua Luo;Fei Wang;Chuanhou Gao
16 Novel Multimode Process Soft Sensing Methods Based on the Dynamic Mixture Variational Autoencoder Regression Model 会议论文 Linlin Cui;Le Yao;Zhiqiang Ge;Zhihuan Song
17 一种基于神经网络权值比较的工业因果挖掘方法 专利 何懿萌;姚乐;宋执环
18 一种基于模态共有特征分离的软测量建模方法 专利 沈冰冰;姚乐;葛志强
19 Causal variable selection for industrial process quality prediction via attention-based GRU network 期刊论文 Le Yao;Zhiqiang Ge
20 Semi-supervised Deep Dynamic Probabilistic Latent Variable Model for Multi-mode Process Soft Sensor Application 期刊论文 Le Yao;Bingbing Shen;Linlin Cui;Junhua Zheng;Zhiqiang Ge
21 Neural Network Weight Comparison for Industrial Causality Discovering and Its Soft Sensing Application 期刊论文 Yimeng He;Xiangyin Kong;Le Yao;Zhiqiang Ge
22 Causal Generative Model for Root-cause Diagnosis and Fault Propagation Analysis in Industrial Processes 期刊论文 Yimeng He;Le Yao;Zhiqiang Ge;Zhihuan Song
23 基于金字塔变分自编码器的多采样率数据软测量建模方法 专利 沈冰冰;姚乐;葛志强
24 基于随机复制粘贴数据增强的织物缺陷检测方法 专利 姚乐;欧阳静;宋执环
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