- Convolutional Neural Network Based Feature Learning for Large-Scale Quality-Related Process Monitoring被引量：51收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2022
- 关键词：Convolutional neural networks Feature extraction Kernel Process monitoring Convolution Redundancy Informatics Convolutional neural network (CNN) plant wide process monitoring quality related
- 质疑
- Information concentrated variational auto-encoder for quality-related nonlinear process monitoring被引量：47收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2020
- 关键词：Process monitoring Variational auto-encoder Quality-related Feature extraction
- 质疑
- Deep neural network based recursive feature learning for nonlinear dynamic process monitoring被引量：31收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tan, Shuai Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2020
- 关键词：dynamic process fault detection process monitoring stacked denoising auto-encoder
- 质疑
- Multiblock temporal convolution network-based temporal-correlated feature learning for fault diagnosis of multivariate processes被引量：30收藏
- 作者：He, Yumin Shi, Hongbo Tan, Shuai Song, Bing Zhu, Jiazhen
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2021
- 关键词：Convolutional neural network Deep learning Temporal-correlation Fault diagnosis
- 质疑
- Nonlinear process monitoring based on load weighted denoising autoencoder被引量：14收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai Zhang, Tianqing
- 机构：East China Univ Sci & Technol;Shanghai Shixiang Technol Corp
- 来源：MEASUREMENT 2021
- 关键词：Denoising autoencoder Nonlinear process Fault detection Online weighting strategy
- 质疑
- Self-attention-based Multi-block regression fusion Neural Network for quality-related process monitoring被引量：13收藏
- 作者：Sun, Jun Shi, Hongbo Zhu, Jiazhen Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2022
- 关键词：Process monitoring Quality-related feature Self-attention Mechanism Deep Neural Networks
- 质疑
