Fan Yang

31 papers B 2C 6Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hierarchical Causal Graph Neural Networks With Cascading Failure Analysis for Complex Systems Root Cause Identification.
IEEE Trans. Syst. Man Cybern. Syst.
Kai Zhong, Yingcheng Xu, Yinglai Deng, Wenkai Hu, Fan Yang
2026 J jnl
Interpretable and Reliable Soft Sensor Development in Industry 5.0.
IEEE CAA J. Autom. Sinica
Liang Cao, Jianping Su, Fan Yang, Yankai Cao, R. Bhushan Gopaluni
2025 J jnl
Dynamic-Inner White Component Analysis: A New Latent Variable Model for Dynamic Data Analytics and Process Monitoring.
IEEE Trans Autom. Sci. Eng.
Kaida Huo, Dexian Huang, Fan Yang, Chao Shang
2024 J jnl
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing.
Mach. Intell. Res.
Dezheng Wang, Yinglong Wang, Fan Yang, Liyang Xu, Yinong Zhang, Yiran Chen, Ning Liao
2022 J jnl
Analysis of time-varying cause-effect relations based on qualitative trends and change amplitudes.
Comput. Chem. Eng.
Wenkai Hu, Jiandong Wang, Fan Yang, Banglei Han, Zhen Wang
2022 J jnl
Detection of Cause-Effect Relations Based on Information Granulation and Transfer Entropy.
Entropy
Xiangxiang Zhang, Wenkai Hu, Fan Yang
2019 — conf
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization.
ICCA
Biao Han, Chao Shang, Fan Yang, Dexian Huang
2019 — conf
Reaction temperature estimation in Shell coal gasification process.
CASE
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2018 — conf
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
FSDM
Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang
2018 J jnl
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes.
IEEE Trans. Ind. Electron.
Chao Shang, Fan Yang, Biao Huang, Dexian Huang
2017 B conf
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
SMC
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
2017 J jnl
Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy.
Entropy
Jianjun Su, Dezheng Wang, Yinong Zhang, Fan Yang, Yan Zhao, Xiangkun Pang
2017 — conf
Soft sensor development and applications based on LSTM in deep neural networks.
SSCI
Wensi Ke Tsinghua, Dexian Huang, Fan Yang, Yongheng Jiang
2016 J jnl
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems.
IEEE Trans Autom. Sci. Eng.
Jiandong Wang, Fan Yang, Tongwen Chen, Sirish L. Shah
2015 C conf
Detecting and isolating plant-wide oscillations via slow feature analysis.
ACC
Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang
2015 J jnl
Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy.
Entropy
Weijun Yu, Fan Yang
2015 C conf
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
ACC
Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang
2015 J jnl
Simultaneous Identification of Bidirectional Path Models Based on Process Data.
IEEE Trans Autom. Sci. Eng.
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
2015 J jnl
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom.
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
2015 J jnl
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables.
IEEE Trans. Control. Syst. Technol.
Ping Duan, Fan Yang, Sirish L. Shah, Tongwen Chen
2014 J jnl
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol.
Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang
2013 J jnl
Direct Causality Detection via the Transfer Entropy Approach.
IEEE Trans. Control. Syst. Technol.
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
2013 C conf
Extended-AUDI method for simultaneous determination of causality and models from process data.
ACC
Benben Jiang, Fan Yang, Dexian Huang, Wei Wang
2012 C conf
Detection of direct causality based on process data.
ACC
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
2012 J jnl
Signed directed graph based modeling and its validation from process knowledge and process data.
Int. J. Appl. Math. Comput. Sci.
Fan Yang, Sirish L. Shah, Deyun Xiao
2010 C conf
Correlation analysis of alarm data and alarm limit design for industrial processes.
ACC
Fan Yang, Sirish L. Shah, Deyun Xiao
2009 J jnl
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms.
Sensors
Fan Yang, Deyun Xiao, Sirish L. Shah
2009 — conf
SDG model-based analysis of fault propagation in control systems.
CCECE
Fan Yang, Sirish L. Shah, Deyun Xiao
2008 J jnl
Sensor Location Strategy in Large-Scale Systems for Fault Detection Applications.
J. Comput.
Fan Yang, Deyun Xiao
2007 B conf
Sensor location problem for large-scale complex systems in the framework of the dynamic Signed Directed Graph.
SMC
Fan Yang, Deyun Xiao
2006 C conf
Model and Fault Inference with the Framework of Probabilistic SDG.
ICARCV
Fan Yang, Deyun Xiao