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Feifan Shen
Institution:
NingboTech University
Observed institutions:
Jiangnan University,
Ningbo University of Technology,
Fudan University,
Zhengzhou University,
State Key Laboratory of Industrial Control Technology,
NingboTech University,
Zhejiang University
show all 7
ORCID:
0000-0002-7086-6710
Observed ORCID:
0000-0002-7086-6710
OpenAlex ID:
A5068929700
Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network
2024
·
Xiaofeng Yuan
, Lingfeng Huang
, et al.
·
IEEE Transactions on Cybernetics
·
170
Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process Industry
2023
·
Xiaofeng Yuan
, Nuo Xu
, et al.
·
IEEE Transactions on Industrial Informatics
·
135
Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling
2024
·
Xiaofeng Yuan
, Yichen Wang
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
91
A Multistep Sequence-to-Sequence Model With Attention LSTM Neural Networks for Industrial Soft Sensor Application
2023
·
Lianwei Ma
, Yuan Zhao
, et al.
·
IEEE Sensors Journal
·
87
Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis
2021
·
Jiaxin Yu
, Lingjian Ye
, et al.
·
IEEE Transactions on Systems Man and Cybernetics Systems
·
52
Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences
2024
·
Xiaofeng Yuan
, Zhenzhen Jia
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
50
Multiscale Dynamic Feature Learning for Quality Prediction Based on Hierarchical Sequential Generative Network
2023
·
Xiaofeng Yuan
, Lingfeng Huang
, et al.
·
IEEE Sensors Journal
·
47
Nonlinear Dynamic Soft Sensor Development with a Supervised Hybrid CNN-LSTM Network for Industrial Processes
2022
·
Jiaqi Zheng
, Lianwei Ma
, et al.
·
ACS Omega
·
47
PDF
Missing Data Imputation for Industrial Time Series With Adaptive Median Iteration Based on Generative Adversarial Networks
2024
·
Xiaofeng Yuan
, Jiale Zhang
, et al.
·
IEEE Sensors Journal
·
41
A Cloud-Edge Collaborative Framework for Adaptive Quality Prediction Modeling in IIoT
2024
·
Xiaofeng Yuan
, Yichen Wang
, et al.
·
IEEE Sensors Journal
·
37
Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes
2025
·
Ziyi Yang
, Kai Wang
, et al.
·
IEEE Transactions on Industrial Informatics
·
35
Memory-Adaptive Supervised LSTM Networks for Deep Soft Sensor Development of Industrial Processes
2024
·
Feifan Shen
, Jiayang Wu
, et al.
·
IEEE Sensors Journal
·
34
Data Augmentation Using Time Conditional Variational Autoencoder for Soft Sensor of Industrial Processes With Limited Data
2024
·
Jiayang Wu
, Feifan Shen
, et al.
·
IEEE Transactions on Instrumentation and Measurement
·
34
LSTM Soft Sensor Development of Batch Processes With Multivariate Trajectory-Based Ensemble Just-in-Time Learning
2020
·
Feifan Shen
, Jiaqi Zheng
, et al.
·
IEEE Access
·
32
PDF
Nonlocal structure constrained neighborhood preserving embedding model and its application for fault detection
2015
·
Aimin Miao
, Zhiqiang Ge
, et al.
·
Chemometrics and Intelligent Laboratory Systems
·
32
Economic operation of a fluid catalytic cracking process using self-optimizing control and reconfiguration
2019
·
Hongwei Guan
, Lingjian Ye
, et al.
·
Journal of the Taiwan Institute of Chemical Engineers
·
29
A knowledge-refined hybrid graph model for quality prediction of industrial processes
2024
·
Yang Wang
, Feifan Shen
, et al.
·
Engineering Applications of Artificial Intelligence
·
25
Improved Mahalanobis Distance Based JITL-LSTM Soft Sensor for Multiphase Batch Processes
2021
·
Jiaqi Zheng
, Feifan Shen
, et al.
·
IEEE Access
·
21
PDF
Design of hybrid batch-to-batch and within-batch self-optimizing control structures for batch processes
2022
·
Lingjian Ye
, Feifan Shen
, et al.
·
Journal of Process Control
·
14
Multivariate Trajectory-Based Local Monitoring Method for Multiphase Batch Processes
2015
·
Feifan Shen
, Zhiqiang Ge
, et al.
·
Industrial & Engineering Chemistry Research
·
14
Efficiency Maximization of a Direct Internal Reforming Solid Oxide Fuel Cell in a Two-Layer Self-Optimizing Control Structure
2023
·
Shengdong Fu
, Lingjian Ye
, et al.
·
ACS Omega
·
9
PDF
An active approach to space-reduced NCO tracking and output feedback optimizing control for batch processes with parametric uncertainty
2020
·
Lingjian Ye
, Feifan Shen
, et al.
·
Journal of Process Control
·
9
Improved PCA-SVDD based monitoring method for nonlinear process
2013
·
Feifan Shen
, Zhihuan Song
, et al.
·
Chinese Control and Decision Conference (CCDC)
·
8
Quality-Relevant Monitoring of Batch Processes Based on Stochastic Programming with Multiple Output Modes
2020
·
Feifan Shen
, Jiaqi Zheng
, et al.
·
Processes
·
7
PDF
DPMSAN: A Dual-Path Multiscale Attention Network With Diverse Local–Global Interactions for Industrial Quality Prediction
2026
·
Haifeng Lin
, Kai Wang
, et al.
·
IEEE Transactions on Industrial Informatics
·
5
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Works count:
55
Citation count:
1,111
H-index:
18
I10-index:
20
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