Fan Yang

Orcid: 0000-0002-0254-9000

Affiliations:
  • Tsinghua University, Department of Automation, Beijing, China
  • University of Alberta, Department of Chemical and Materials Engineering, Edmonton, AB, Canada


According to our database1, Fan Yang authored at least 28 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing.
Mach. Intell. Res., April, 2024

2022
Detection of Cause-Effect Relations Based on Information Granulation and Transfer Entropy.
Entropy, 2022

Analysis of time-varying cause-effect relations based on qualitative trends and change amplitudes.
Comput. Chem. Eng., 2022

2019
Multiple Kernel Learning-Based Uncertainty Set Construction for Robust optimization.
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019

Reaction temperature estimation in Shell coal gasification process.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes.
IEEE Trans. Ind. Electron., 2018

Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
Proceedings of the Fuzzy Systems and Data Mining IV, 2018

2017
Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy.
Entropy, 2017

Soft sensor development and applications based on LSTM in deep neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems.
IEEE Trans Autom. Sci. Eng., 2016

2015
Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables.
IEEE Trans. Control. Syst. Technol., 2015

Simultaneous Identification of Bidirectional Path Models Based on Process Data.
IEEE Trans Autom. Sci. Eng., 2015

Detection of Causality between Process Variables Based on Industrial Alarm Data Using Transfer Entropy.
Entropy, 2015

Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom., 2015

Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
Proceedings of the American Control Conference, 2015

Detecting and isolating plant-wide oscillations via slow feature analysis.
Proceedings of the American Control Conference, 2015

2014
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol., 2014

2013
Direct Causality Detection via the Transfer Entropy Approach.
IEEE Trans. Control. Syst. Technol., 2013

Extended-AUDI method for simultaneous determination of causality and models from process data.
Proceedings of the American Control Conference, 2013

2012
Signed directed graph based modeling and its validation from process knowledge and process data.
Int. J. Appl. Math. Comput. Sci., 2012

Detection of direct causality based on process data.
Proceedings of the American Control Conference, 2012

2010
Correlation analysis of alarm data and alarm limit design for industrial processes.
Proceedings of the American Control Conference, 2010

2009
Optimal Sensor Location Design for Reliable Fault Detection in Presence of False Alarms.
Sensors, 2009

SDG model-based analysis of fault propagation in control systems.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

2008
Sensor Location Strategy in Large-Scale Systems for Fault Detection Applications.
J. Comput., 2008

2007
Sensor location problem for large-scale complex systems in the framework of the dynamic Signed Directed Graph.
Proceedings of the IEEE International Conference on Systems, 2007

2006
Model and Fault Inference with the Framework of Probabilistic SDG.
Proceedings of the Ninth International Conference on Control, 2006


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