NSERC Industrial Research Chair in the Control of Oil Sands Processes


Publications - 2015

  1.  F. Guo, C. Shang, B. Huang, K. Wang, F. Yang*, D. Huang, Monitoring of Operating Point and Process Dynamics via Probabilistic Slow Feature Analysis, Journal of Chemometrics and Intelligent Laboratory Systems, accepted Dec. 2015.
  2. C. Shang, B. Huang, F. Yang, D. Huang, Slow Feature Analysis for Monitoring and Diagnosis of Control Performance, Journal of Process Control, accepted Dec. 2015.
  3. R. Chi, B. Huang, D. Wang, R. Zhang, Data-driven Optimal Terminal Iterative Learning Control with Initial Value Dynamic Compensation, IET Control Theory & Applications, accepted Dec. 2, 2015.
  4. Q. Jin, Q. Liu, B. Huang, New results on the robust stability of PID controllers with gain and phase margins for UFOPTD processes, ISA Transaction, accepted Nov. 2015.
  5. Y. Lu, B. Huang, S. Khatibisepehr, A Variational Bayesian Approach to Robust Identification of Switched ARX Models, IEEE Transactions on Cybernetics, accepted Nov. 2015.
  6. Y. Yuan, Z. Li*, B. Huang, Robust Optimization under Correlated Uncertainty: Formulations and Computational Study, Computers & Chemical Engineering, accepted Oct. 23, 2015.
  7. G. Jia. Y. Wang*, B. Huang, Dynamic Higher-Order Cumulants Analysis for State Monitoring Based on a Novel Lag Selection, Information Sciences, accepted Oct. 17, 2015.
  8. Q. Jiang, B. Huang*, X. Yan, GMM and optimal principal components-based Bayesian method for multimode fault diagnosis, Computers and Chemical Engineering, accepted Sept 2015.
  9. K. Sivaramkishnan, B. Huang, A.K. Jana*, Predicting wellbore dynamics in a steam-assisted gravity drainage system: numerical and semi-analytic model, and validation, Applied Thermal Engineering, accepted Aug. 2015.
  10. Q. Jin, Q. Liu, B. Huang*, Control design for disturbance rejection in the presence of uncertain delays, IEEE Trans on Automation science and engineering, accepted Aug. 2015. 
  11. N. Sammaknejad, B. Huang*, Robust Diagnosis of Operating Mode Based on Time Varying Hidden Markov Models, IEEE Transactions on Industrial Electronics, accepted Aug. 2015. 
  12. Q. Jiang, X. Yan, B. Hunag, Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference, IEEE Transactions on Industrial Electronics, accepted Jul. 2015.
  13. X. Yanga, B. Huang∗, Y. Zhao, Y. Lu, W. Xiong, H Gao, Generalized expectation-maximization approach to LPV process identification with randomly missing output data, Chemometrics and Intelligent Laboratory Systems, accepted Aug. 2015.
  14. S. Nazari, B. Rashidi, Q. Zhao, B. Huang, An Iterative Algebraic Geometric Approach for Identification of Switched ARX Models with Noises, Asian Journal of Control, accepted Aug. 2015.
  15. C. Shang, B. Huang*, D.X. Huang, F. Yang, Probabilistic Slow Feature Analysis-Based Representation Learning from Massive Process Data for Soft Sensor Modeling, AIChE J., accepted June 2015.
  16. Y. Wang, H. E. Mazin, W. Xu*, and B. Huang, Estimating Harmonic Impact of Individual Loads Using Multiple Linear Regression Analysis, International Transactions on Electrical Energy Systems, accepted April 2015.
  17. L. Chen, S. Khatibisepehr, B. Huang, F. Liu, Y. Ding, Nonlinear process identification in the presence of multiple correlated hidden scheduling variables with missing data, AIChE J., 61, pp. 3270-3287, Oct. 2015.
  18. R. Gonzalez and B. Huang, Process monitoring using kernel density estimation and Bayesian networking with an industrial case study, ISA Transaction, accepted April 2015.
  19. Y. Yuan, S. Khatibisepehr, B. Huang*, Z. Li, Bayesian Method for Simultaneous Gross Error Detection and Data Reconciliation, AIChE J., 61, pp. 3232-3248, Oct. 2015.
  20. Y. Guo and B. Huang, State estimation incorporating infrequent, delayed and integral measurements, Automatica, 58, pp 32-38, Aug. 2015.
  21. Ronghu Chi, Zhongsheng Hou, Biao Huang, Shangtai Jin, A Unified Data-driven Design Framework of Optimality-based Generalized Iterative Learning Control, Computers and Chemical Engineering,Vol. 77, pp 10-23, June 2015.
  22. Y. Shardt, B. Huang, S. Ding, Minimal required excitation for closed-loop identification: Some implications for data-driven, system identification, Journal of Process Control, 27, 2015, 22-35.
  23. J. Zheng, B. Huang, A Bayesian sparse reconstruction method for fault detection and isolation, Journal of Chemometrics, Vol. 29, Issue 6, pp 349 – 360, June 2015.
  24. S. Chen, T. Pan*, B. Devendran, Z. Xi, S. Khare, B. Huang*, W. Zhang, S. Gabos, D.Y. Huang, C. Jin, Analysis of Inter-/Intra- E-Plate Repeatability in the Real Time Cell Analyzer, Analytical Biochemistry, Vol. 477, pp 98 – 104, May 2015.
  25. S. Zhao, B. Huang*, F. Liu, Fault Detection and Diagnosis of Multiple-Model Systems with Mismodeled Transition Probabilities, IEEE Transactions on Industrial Electronics, Volume 62, Issue 8, August 2015, pp 5063-5071.
  26. T. Pan*, H. Li, S. Khare, B. Huang*, D. Huang, W. Zhang, S. Garbos, High-Throughput Screening Assay for the Environmental Water Samples Using Cellular Response Profiles, Ecotoxicology and Environmental Safety, Vol. 114, pp 134 – 142, January 2015.
  27. S. Zhao, Y.S. Shmaliy, B. Huang*, F. Liu, Minimum variance unbiased FIR filter for discrete time-variant systems, Automatica, Vol. 53, pp 355-361, March 2015.
  28. Z. Zhao*, Q. Li, B. Huang, F. Liu, Z. Ge, Process monitoring based on factor analysis: Probabilistic analysis of monitoring statistics in presence of both complete and incomplete measurements, Chemometrics and Intelligent Laboratory Systems, Vol. 142, pp 18-27, March 2015.
  29. T. Liu*, B. Huang, J. Qin, Bias-eliminated subspace model identification under time-varying deterministic type load disturbance, Journal of Process Control, Vol. 25, pp 41-49, January 2015.
  30. M. Ma, S. Khatibisepehr, B. Huang*, A Bayesian Framework for Real-time Identification of Locally Weighted Partial Least Squares, AIChE Journal, Vol. 61, Issue 2, pp 518 – 529, February 2015.
  31. S. Nazari, Q. Zhao*, B. Huang, Detecting and Isolating Abrupt Changes in Linear Switching Systems, International Journal of Control, Vol. 88, Issue 4, January 2015.
  32. O. Namaki, B. Huang*, Bayesian Control Loop Diagnosis by Combining Historical Data and Process Knowledge of Fault Signatures, IEEE Transactions on Industrial Electronics,, Vol. 62, No. 6, June 2015.
  33. N. Sammaknejad, B. Huang*, W. Xiong, A. Fatehi, F. Xu, A. Espejo, Operating Condition Diagnosis Based on HMM with Adaptive Transition Probabilities in Presence of Missing Observations, AIChE Journal, Vol. 61, Issue 2, February 2015.
  34. E. Naghoosi, B. Huang*, Diagnosis of oscillations between controller tuning and harmonic external disturbances, IEEE Transactions on Control Systems Technology, Vol. 23, Issue 4, July 2015.