Fan YANG (杨帆)

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Chao SHANG / 尚超Associate Professor of Automation, Tsinghua UniversityAdresse e-mail validée de tsinghua.edu.cn
Sirish L ShahUniversity of AlbertaAdresse e-mail validée de ualberta.ca
Tongwen ChenProfessor of Electrical and Computer Engineering, University of AlbertaAdresse e-mail validée de ualberta.ca
Biao HuangUniversity of Alberta, CanadaAdresse e-mail validée de ualberta.ca
Benben JiangAssociate Professor, Tsinghua UniversityAdresse e-mail validée de tsinghua.edu.cn
Xiaolin Huang (黄晓霖)Professor, Shanghai Jiao Tong UniversityAdresse e-mail validée de sjtu.edu.cn
Weijun YuTsinghua UniversityAdresse e-mail validée de mails.tsinghua.edu.cn
Johan SuykensProfessor, KU LeuvenAdresse e-mail validée de esat.kuleuven.be
Liang CaoMassachusetts Institute of Technology; University of British ColumbiaAdresse e-mail validée de mit.edu
Weichang LiAramco Houston Research CenterAdresse e-mail validée de alum.mit.edu
Adam UsadiExxonMobilAdresse e-mail validée de exxonmobil.com
Richard D. BraatzEdwin R. Gilliland Professor, Massachusetts Institute of TechnologyAdresse e-mail validée de mit.edu
Xiaoxiang ZhuAmgen Inc.Adresse e-mail validée de mit.edu
Bhushan GopaluniUniversity of British columbiaAdresse e-mail validée de ubc.ca
Yiming WanHuazhong University of Science and TechnologyAdresse e-mail validée de hust.edu.cn
Xiaoyong GAOProfessor, China University of PetroleumAdresse e-mail validée de cup.edu.cn
Yun LiDelft University of TechnologyAdresse e-mail validée de tudelft.nl
Jie ZhangNewcastle UniversityAdresse e-mail validée de newcastle.ac.uk
Yanjun MaAspenTech APC & GDOTAdresse e-mail validée de ualberta.ca
Aditya TulsyanMassachusetts Institute of TechnologyAdresse e-mail validée de mit.edu

Suivre

Fan YANG (杨帆)

Autres nomsF. Yang, Fan Yang

Tsinghua University

Adresse e-mail validée de tsinghua.edu.cn - Page d'accueil

Prognostics and Health Management Alarm Management System Identification


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Data-driven soft sensor development based on deep learning technique C Shang, F Yang, D Huang, W Lyu Journal of Process Control 24 (3), 223-233, 2014	593	2014
An overview of industrial alarm systems: Main causes for alarm overloading, research status, and open problems J Wang, F Yang, T Chen, SL Shah IEEE Transactions on Automation Science and Engineering 13 (2), 1045-1061, 2016	281	2016
Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis C Shang, F Yang, X Gao, X Huang, JAK Suykens, D Huang AIChE Journal 61 (11), 3666-3682, 2015	264	2015
Direct causality detection via the transfer entropy approach P Duan, F Yang, T Chen, SL Shah IEEE Transactions on Control Systems Technology 21 (6), 2052 - 2066, 2013	211	2013
Slow feature analysis for monitoring and diagnosis of control performance C Shang, B Huang, F Yang, D Huang Journal of Process Control 39, 21-34, 2016	179	2016
Improved correlation analysis and visualization of industrial alarm data F Yang, SL Shah, D Xiao, T Chen ISA Transactions 51, 499–506, 2012	158	2012
Probabilistic slow feature analysis‐based representation learning from massive process data for soft sensor modeling C Shang, B Huang, F Yang, D Huang AIChE Journal 61 (12), 4126-4139, 2015	147	2015
Recursive slow feature analysis for adaptive monitoring of industrial processes C Shang, F Yang, B Huang, D Huang IEEE Transactions on Industrial Electronics 65 (11), 8895-8905, 2018	131	2018
Canonical variate analysis-based contributions for fault identification B Jiang, D Huang, X Zhu, F Yang, RD Braatz Journal of Process Control 26, 17-25, 2015	129	2015
Capturing Connectivity and Causality in Complex Industrial Processes F Yang, P Duan, SL Shah, T Chen Springer, 2014	126	2014
Soft sensor development and applications based on LSTM in deep neural networks W Ke, D Huang, F Yang, Y Jiang 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2017	125	2017
Methods for root cause diagnosis of plant-wide oscillations P Duan, T Chen, SL Shah, F Yang AIChE Journal 60 (6), 2019-2034, 2014	111	2014
Signed directed graph based modeling and its validation from process knowledge and process data F Yang, SL Shah, D Xiao International Journal of Applied Mathematics and Computer Science 22 (1), 41-53, 2012	107	2012
Dynamic soft sensor development based on convolutional neural networks K Wang, C Shang, L Liu, Y Jiang, D Huang, F Yang Industrial & Engineering Chemistry Research 58 (26), 11521-11531, 2019	106	2019
A dynamic alarm management strategy for chemical process transitions J Zhu, Y Shu, J Zhao, F Yang Journal of Loss Prevention in the Process Industries 30, 207–218, 2014	104	2014
Progress in root cause and fault propagation analysis of large-scale industrial processes F Yang, D Xiao Journal of Control Science and Engineering 2012, 2012	98	2012
Transfer zero-entropy and its application for capturing cause and effect relationship between variables P Duan, F Yang, SL Shah, T Chen IEEE Transactions on Control Systems Technology, 2014	89	2014
Novel Bayesian framework for dynamic soft sensor based on support vector machine with finite impulse response C Shang, X Gao, F Yang, D Huang IEEE Transactions on Control Systems Technology 22 (4), 1550-1557, 2014	78	2014
Monitoring of operating point and process dynamics via probabilistic slow feature analysis F Guo, C Shang, B Huang, K Wang, F Yang, D Huang Chemometrics and Intelligent Laboratory Systems 151, 115-125, 2016	77	2016
SDG 建模及其应用的进展杨帆，萧德云控制理论与应用 22 (5), 767-774, 2005	77*	2005

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