Huang, Biao - University of Alberta - Department of Chemical and Materials Engineering

个人简介

Biao Huang obtained his PhD degree in Process Control from the University of Alberta, Canada, in 1997. He also had MSc degree (1986) and BSc degree (1983) in Automatic Control from the Beijing University of Aeronautics and Astronautics. Biao Huang joined the University of Alberta in 1997 as an Assistant Professor in the Department of Chemical and Materials Engineering, and is currently a Professor, NSERC Senior Industrial Research Chair in Control of Oil Sands Processes and AITF Industry Chair in Process Control. He is a Fellow of the Canadian Academy of Engineering, Fellow of the Chemical Institute of Canada, and recipient of Germany’s Alexander von Humboldt Research Fellowship, Canadian Chemical Engineer Society’s Syncrude Canada Innovation Award and D.G. Fisher Award, University of Alberta’s McCalla and Killam Professorship, Petro-Canada Young Innovator Award, and a best paper award from Journal of Process Control. Biao Huang has applied his expertise extensively in industrial practice. He currently serves as the Deputy Editor-in-Chief for Control Engineering Practice, the Associate Editor for Canadian Journal of Chemical Engineering and the Associate Editor for Journal of Process Control.

研究领域

process control, system identification, control performance assessment, Bayesian methods, fuel cell modeling and control, and bioinformatics, with publications of four books in control loop performance monitoring, subspace methods, fuel cell modeling and control, and control valve monitoring respectively.

近期论文

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Biao Huang, Yutong Qi, and AKM Monjur Murshed, Dynamic Modeling and Predictive Control in Solid Oxide Fuel Cells: First Principle and Data-based Approaches, ISBN: 978-0-470-97391-2, John Wiley & Sons, 2013. Huang, B. and R. Kadali, Dynamic Modeling, Predictive Control and Performance Monitoring: A Data-driven Subspace Approach, Book, Springer Verlag, ISBN: 978-1-84800-232-6, 2008. Mohieddine Jeali and Biao Huang (Eds), Detection and diagnosis of stiction in control loops: State of the art and advanced methods, Springer Verlag, 2010, ISBN: 978-1-84882-774-5. Huang, B. and S.L. Shah, Performance Assessment of Control Loops: Theory and Applications, Book, Springer Verlag, 1999, ISBN: 1-85233-639-4. Mo, Z., B. Huang, K. Nandakumar, Dynamic modelling and parameter identifiability analysis for SOFC button cell, book chapter in “Progress in Fuel Cell Research”, Editor Petr V. Alemo, Nova Science Publishers, Chapter 6, 269-301, 2007, ISBN: 1-60021-698-6. Ahmed, S., B. Huang, S.L. Shah, Process Parameter and Delay Estimation from Non-uniformly Sampled Data, book chapter in “Identification of Continuous-time Models from Sampled Data”, Editors: H. Garnier and L. Wang, Springer Verlag, 2008, ISBN: 978-1-84800-160-2. Z. Zhao, B. Huang, F. Liu, State estimation in batch process based on two-dimensional state-space model, Industrial & Engineering Chemistry Research, accepted Nov 2014. C. Li, B. Huang, D. Zheng, F. Qian, MIMO Control System Performance Monitoring Based on Dissimilarity Analysis, Engineering Chemistry Research, accepted Nov. 2014. T. Liu, B. Huang, J. Qin, Bias-eliminated subspace model identification under time-varying deterministic type load disturbance, Journal of Process Control, accepted Oct 2014. M. Ma, S. Khatibisepehr, B. Huang, A Bayesian Framework for Real-time Identification of Locally Weighted Partial Least Squares, AIChE Journal, accepted Oct. 2014. S. Nazari, Q. Zhao, B. Huang, Detecting and Isolating Abrupt Changes in Linear Switching Systems, International Journal of Control, accepted Oct. 2014. O. Namaki, B. Huang, Bayesian Control Loop Diagnosis by Combining Historical Data and Process Knowledge of Fault Signatures, IEEE Transactions on Industrial Electronics, accepted Oct. 2014. N. Sammaknejad, B. Huang, W. Xiong, A. Fatehi, F. Xu, A. Espejo, perating Condition Diagnosis Based on HMM with Adaptive Transition Probabilities in Presence of Missing Observations, AIChE Journal, accepted Oct. 2014. E. Naghoosi, B. Huang, Diagnosis of oscillations between controller tuning and harmonic external disturbances, IEEE Transactions on Control Systems Technology, accepted Oct. 2014. C. Li, S. Choudhury, B. Huang, F. Qian, Frequency Analysis and Compensation of Valve Stiction in Cascade Control Loops, Journal of Process Control, accepted Sept 2014. Y. Guo, Y. Zhao, B. HuangDevelopment of Soft Sensor by Incorporating the Delayed Infrequent and Irregular Measurements, Journal of Process Control, accepted Sept 2014. N. Sammaknejad, B. Huang, A. Fatehi, Y. Miao, F. Xu, A. Espejo, , Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation, Computers & Chemical Engineering, accepted Aug 2014. L. Liu, B. Huang, S. Dubljevic, Model Predictive Control of Axial Dispersion Chemical Reactor, Journal of Process Control, accepted Aug. 2014. Y. Lu, B. Huang, Robust Multiple-model LPV Approach to Nonlinear Process Identification Using Mixture t Distributions, Journal of Process Control, accepted June 2014. K. Zhang, R. Gonzalez, B. Huang, G. Ji, An expectation maximization approach to fault diagnosis with missing data, IEEE Transactions on Industrial Electronics, accepted June 2014. Z. Yu, J. Wang, B. Huang, J. Li, Z. Bi, Performance assessment of industrial linear controllers in univariate control loops for both setpoint tracking and load disturbance rejection, Industrial & Engineering Chemistry Research, accepted June 2014. W. Xiong, X. Yang, B. Huang, B. Xu, Multiple-model Based LPV Time-delay System Identification with Randomly Missing Output Data Using EM Algorithm, Industrial & Engineering Chemistry Research, accepted June 2014. Z. Ge, B. Huang, Nonlinear semi-supervised principal component regression for soft sensor modeling and its mixture form, Journal of Chemometrics, accepted May 2014. E. Naghoosi, B. Huang, Automatic detection and frequency estimation of oscillatory variables in the presence of multiple oscillations, Industrial & Engineering Chemistry Research, accepted May 2014. L. Chen, L. Han, B. Huang, F. Liu, Parameter estimation for a dual-rate system with time delay, ISA Transactions, accepted Jan. 2014.