Feifan Shen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Mahalanobis Distance

Predictive Control

Industrial Processes

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Instrum. Meas.

IEEE Trans. Cybern.

Publications

Yurun Wang, Yi Huang, Dongsheng Chen, Longyan Wang, Lingjian Ye, Feifan Shen
Prox-STA-LSTM: A Sparse Representation for the Attention-Based LSTM Networks for Industrial Soft Sensor Development. IEEE Access 12 (2024)
Xiaofeng Yuan, Lingfeng Huang, Lingjian Ye, Yalin Wang, Kai Wang, Chunhua Yang, Weihua Gui, Feifan Shen
Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network. IEEE Trans. Cybern. 54 (5) (2024)
Xuan Wu, Yifeng Zhang, Feifan Shen, Meizhou Yang, Ting Wu, Shoudao Huang, Hesong Cui
Equivalent Three-Vector-Based Model Predictive Control With Duty-Cycle Reconstruction for PMSM. IEEE Trans. Ind. Electron. 71 (3) (2024)
Feifan Shen, Xiaodong Zheng, Mingcheng Lyu, Sheng Huang, Qiuwei Wu, Yangwu Shen, Pengda Wang, Yun Zhou
Transactive Energy-Based Sequential Load Restoration of Distribution Systems With Networked Microgrids Under Uncertainty. IEEE Trans. Smart Grid 15 (3) (2024)
Jiayang Wu, Feifan Shen, Lingjian Ye
Data Augmentation Using Time Conditional Variational Autoencoder for Soft Sensor of Industrial Processes With Limited Data. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaofeng Yuan, Nuo Xu, Lingjian Ye, Kai Wang, Feifan Shen, Yalin Wang, Chunhua Yang, Weihua Gui
Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process Industry. IEEE Trans. Ind. Informatics 20 (4) (2024)
Lipeng Zhu, Weijia Wen, Yinpeng Qu, Feifan Shen, Jiayong Li, Yue Song, Tao Liu
Robust Representation Learning for Power System Short-Term Voltage Stability Assessment Under Diverse Data Loss Conditions. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Xiaofeng Yuan, Yichen Wang, Chen Wang, Lingjian Ye, Kai Wang, Yalin Wang, Chunhua Yang, Weihua Gui, Feifan Shen
Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling. IEEE Trans. Instrum. Meas. 73 (2024)
Jiaxin Yu, Lingjian Ye, Le Zhou, Zeyu Yang, Feifan Shen, Zhihuan Song
Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Jiaqi Zheng, Feifan Shen, Lingjian Ye
Improved Mahalanobis Distance Based JITL-LSTM Soft Sensor for Multiphase Batch Processes. IEEE Access 9 (2021)
Feifan Shen, Jiaqi Zheng, Lingjian Ye, Xiushui Ma
LSTM Soft Sensor Development of Batch Processes With Multivariate Trajectory-Based Ensemble Just-in-Time Learning. IEEE Access 8 (2020)
Feifan Shen, Qiuwei Wu, Jin Zhao, Wei Wei, Nikos D. Hatziargyriou, Feng Liu
Distributed Risk-Limiting Load Restoration in Unbalanced Distribution Systems With Networked Microgrids. IEEE Trans. Smart Grid 11 (6) (2020)
Feifan Shen, Jiaqi Zheng, Lingjian Ye, Nael H. El-Farra
Online local modeling and prediction of batch process trajectories using just-in-time learning and LSTM neural network. J. Comput. Methods Sci. Eng. 20 (3) (2020)
Xiaodong Zheng, Haoyong Chen, Yan Xu, Feifan Shen, Zipeng Liang
A Global Solution Method for Decentralized Multi-Area SCUC and Savings Allocation Based on MILP Value Functions. CoRR (2019)
Juan Camilo López, Marcos J. Rider, Feifan Shen, Qiuwei Wu
Distributed Service Restoration of Active Electrical Distribution Systems using ADMM. ISGT (2019)
Yang-Wu Shen, Jin-Rong Yuan, Feifan Shen, Jia-Zhu Xu, Chen-Kun Li, Ding Wang
Finite Control Set Model Predictive Control for Complex Energy System with Large-Scale Wind Power. Complex. 2019 (2019)
Saite Fan, Feifan Shen, Zhihuan Song
Multiphase and Multimode Monitoring of Batch Processes Based on Density Peak Clustering and Just-in-time Learning. CAA SAFEPROCESS (2019)
Feifan Shen, Shaojun Huang, Qiuwei Wu, Sami Repo, Yan Xu, Jacob Østergaard
Comprehensive Congestion Management for Distribution Networks Based on Dynamic Tariff, Reconfiguration, and Re-Profiling Product. IEEE Trans. Smart Grid 10 (5) (2019)
Feifan Shen, Qiuwei Wu, Shaojun Huang, Juan Camilo Lopez, Canbing Li, Bin Zhou
Review of Service Restoration Methods in Distribution Networks. ISGT Europe (2018)
Feifan Shen, Zhihuan Song, Zhiqiang Ge
JITL based local monitoring method for transitions of multiphase batch processes. ACC (2014)