Fan Yang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Impulse Response

Industrial Process

Top Venues

IEEE Trans. Control. Syst. Technol.

IEEE Trans Autom. Sci. Eng.

Publications

Dezheng Wang, Yinglong Wang, Fan Yang, Liyang Xu, Yinong Zhang, Yiran Chen, Ning Liao
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing. Mach. Intell. Res. 21 (2) (2024)
Xiangxiang Zhang, Wenkai Hu, Fan Yang
Detection of Cause-Effect Relations Based on Information Granulation and Transfer Entropy. Entropy 24 (2) (2022)
Wenkai Hu, Jiandong Wang, Fan Yang, Banglei Han, Zhen Wang
Analysis of time-varying cause-effect relations based on qualitative trends and change amplitudes. Comput. Chem. Eng. 162 (2022)
Biao Han, Chao Shang, Fan Yang, Dexian Huang
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization. ICCA (2019)
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
Reaction temperature estimation in Shell coal gasification process. CASE (2019)
Chao Shang, Fan Yang, Biao Huang, Dexian Huang
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes. IEEE Trans. Ind. Electron. 65 (11) (2018)
Lei Liu, Kangcheng Wang, Chao Shang, Fan Yang, Wenxiang Lyu, Dexian Huang
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes. FSDM (2018)
Wensi Ke Tsinghua, Dexian Huang, Fan Yang, Yongheng Jiang
Soft sensor development and applications based on LSTM in deep neural networks. SSCI (2017)
Jianjun Su, Dezheng Wang, Yinong Zhang, Fan Yang, Yan Zhao, Xiangkun Pang
Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy. Entropy 19 (12) (2017)
Kangcheng Wang, Chao Shang, Fan Yang, Yongheng Jiang, Dexian Huang
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network. SMC (2017)
Jiandong Wang, Fan Yang, Tongwen Chen, Sirish L. Shah
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise. Autom. 58 (2015)
Chao Shang, Fan Yang, Xinqing Gao, Dexian Huang
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression. ACC (2015)
Xinqing Gao, Chao Shang, Fan Yang, Dexian Huang
Detecting and isolating plant-wide oscillations via slow feature analysis. ACC (2015)
Ping Duan, Fan Yang, Sirish L. Shah, Tongwen Chen
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables. IEEE Trans. Control. Syst. Technol. 23 (3) (2015)
Benben Jiang, Fan Yang, Wei Wang, Dexian Huang
Simultaneous Identification of Bidirectional Path Models Based on Process Data. IEEE Trans Autom. Sci. Eng. 12 (2) (2015)
Weijun Yu, Fan Yang
Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy. Entropy 17 (8) (2015)
Chao Shang, Xinqing Gao, Fan Yang, Dexian Huang
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response. IEEE Trans. Control. Syst. Technol. 22 (4) (2014)
Benben Jiang, Fan Yang, Dexian Huang, Wei Wang
Extended-AUDI method for simultaneous determination of causality and models from process data. ACC (2013)
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
Direct Causality Detection via the Transfer Entropy Approach. IEEE Trans. Control. Syst. Technol. 21 (6) (2013)
Fan Yang, Sirish L. Shah, Deyun Xiao
Signed directed graph based modeling and its validation from process knowledge and process data. Int. J. Appl. Math. Comput. Sci. 22 (1) (2012)
Ping Duan, Fan Yang, Tongwen Chen, Sirish L. Shah
Detection of direct causality based on process data. ACC (2012)
Fan Yang, Sirish L. Shah, Deyun Xiao
Correlation analysis of alarm data and alarm limit design for industrial processes. ACC (2010)
Fan Yang, Sirish L. Shah, Deyun Xiao
SDG model-based analysis of fault propagation in control systems. CCECE (2009)
Fan Yang, Deyun Xiao, Sirish L. Shah
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms. Sensors 9 (11) (2009)
Fan Yang, Deyun Xiao
Sensor Location Strategy in Large-Scale Systems for Fault Detection Applications. J. Comput. 3 (11) (2008)
Fan Yang, Deyun Xiao
Sensor location problem for large-scale complex systems in the framework of the dynamic Signed Directed Graph. SMC (2007)
Fan Yang, Deyun Xiao
Model and Fault Inference with the Framework of Probabilistic SDG. ICARCV (2006)