Chao SHANG / 尚超

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	Wszystkie	Od 2020
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Fan YANG (杨帆)Tsinghua UniversityZweryfikowany adres z tsinghua.edu.cn
Fengqi YouRoxanne E. and Michael J. Zak Professor, Cornell UniversityZweryfikowany adres z cornell.edu
Xiaolin Huang (黄晓霖)Professor, Shanghai Jiao Tong UniversityZweryfikowany adres z sjtu.edu.cn
Biao HuangUniversity of Alberta, CanadaZweryfikowany adres z ualberta.ca
Wei-Han ChenCornell UniversityZweryfikowany adres z cornell.edu
Johan SuykensProfessor, KU LeuvenZweryfikowany adres z esat.kuleuven.be
Abraham StroockProfessor of Chemical and Biomolecular Engineering, Cornell UniversityZweryfikowany adres z cornell.edu
Ding, Steven X.AKS, University of Duisburg-EssenZweryfikowany adres z uni-due.de
Liu TaoProfessor, Dalian University of Technology, ChinaZweryfikowany adres z dlut.edu.cn
Michael SantiagoOwner, FloraPulseZweryfikowany adres z florapulse.com
Siyu ZhuProcess Engineer at Applied MaterialsZweryfikowany adres z cornell.edu
Tao ChenProfessor, University of SurreyZweryfikowany adres z surrey.ac.uk
Linlin LiUniversity of duisburg-EssenZweryfikowany adres z uni-due.de
Liang ZhaoEeast China University of Science and TechnologyZweryfikowany adres z ecust.edu.cn
Keyou You 游科友Professor, Department of Automation, Tsinghua University, Beijing, PR ChinaZweryfikowany adres z tsinghua.edu.cn
Eni OkoSenior Lecturer (Associate Professor) in Chemical EngineeringZweryfikowany adres z newcastle.ac.uk
Meihong WangProfessor of Energy Systems Engineering, University of SheffieldZweryfikowany adres z sheffield.ac.uk
Qingyuan LiuTsinghua UniversityZweryfikowany adres z mails.tsinghua.edu.cn
Xiaoyong GAOProfessor, China University of PetroleumZweryfikowany adres z cup.edu.cn
David ScottUniversity of AlbertaZweryfikowany adres z ualberta.ca

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Chao SHANG / 尚超

Associate Professor of Automation, Tsinghua University

Zweryfikowany adres z tsinghua.edu.cn

Data-driven control Industrial data analytics Data-driven optimization under Uncertainty


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	601	2014
Data analytics and machine learning for smart process manufacturing: Recent advances and perspectives in the big data era C Shang, F You Engineering 5 (6), 1010-1016, 2019	316	2019
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, 2015	269	2015
Data-driven robust optimization based on kernel learning C Shang, X Huang, F You Computers & Chemical Engineering 106, 464-479, 2017	228	2017
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	183	2016
Distributionally robust optimization for planning and scheduling under uncertainty C Shang, F You Computers & Chemical Engineering 110, 53-68, 2018	171	2018
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	148	2015
A data-driven robust optimization approach to scenario-based stochastic model predictive control C Shang, F You Journal of Process Control 75, 24-39, 2019	141	2019
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	134	2018
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	113	2019
Robust model predictive control of irrigation systems with active uncertainty learning and data analytics C Shang, WH Chen, AD Stroock, F You IEEE Transactions on Control Systems Technology 28 (4), 1493-1504, 2019	105	2019
Fault detection for nonlinear dynamic systems with consideration of modeling errors: A data-driven approach H Chen, L Li, C Shang, B Huang IEEE Transactions on Cybernetics 53 (7), 4259-4269, 2022	86	2022
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	80	2016
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
Enhancing dynamic soft sensors based on DPLS: A temporal smoothness regularization approach C Shang, X Huang, JAK Suykens, D Huang Journal of Process Control 28, 17-26, 2015	75	2015
Modelling of a post-combustion CO2 capture process using deep belief network F Li, J Zhang, C Shang, D Huang, E Oko, M Wang Applied Thermal Engineering 130, 997-1003, 2018	68	2018
A review of control loop monitoring and diagnosis: Prospects of controller maintenance in big data era X Gao, F Yang, C Shang, D Huang Chinese Journal of Chemical Engineering 24 (8), 952-962, 2016	59	2016
Distributionally robust fault detection design and assessment for dynamical systems C Shang, SX Ding, H Ye Automatica 125, 109434, 2021	52	2021
Generalized grouped contributions for hierarchical fault diagnosis with group Lasso C Shang, H Ji, X Huang, F Yang, D Huang Control Engineering Practice 93, 104193, 2019	39	2019
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression C Shang, F Yang, X Gao, D Huang 2015 American Control Conference (ACC), 912-917, 2015	38	2015

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