NSERC Industrial Research Chair in the Control of Oil Sands Processes


  1. Y. Zhao, A. Fatehi, B. Huang*, Robust Estimation of ARX Models with Time Varying Time Delays Using Variational Bayesian, IEEE Transactions on Cybernetics, accepted Dec. 2016.
  2. Y. Wang, H. Zhang, S. Wei, J. Cheng, B. Huang, Control Performance Assessment for ILC-Controlled Batch Processes in Two-Dimensional System Framework, IEEE Transactions on Systems, Man, and Cybernetics: Systems, accepted December 2016.
  3. Q. Liu*, Q. Jin, B. Huang, M. Liu, Iteration Tuning of Disturbance Observer-based Control System Satisfying Robustness Index for FOPTD processes, IEEE Trans. on Control System Technology, accepted Nov. 2016.
  4. R. Tan, B. Huang*, Z. Li, Estimation of Flat-topped Gaussian Distribution with Application in System Identification, Journal of Chemometrics, Volume 30, 2016, 726-738.
  5. K. Zhang, Y. Zhu*, B. Huang, MV benchmark estimation based on high-frequency test signal, Journal of Process Control, Volume 47, November 2016, Pages 35-45.
  6. Q. Jiang, B. Huang*, Distributed monitoring for large-scale processes based on multivariate statistical analysis and Bayesian method, Journal of Process Control, Volume 47, 2016, 75-83.
  7. S. Zhao, B. Huang*, F. Liu, Localization of Indoor Mobile Robot Using Minimum Variance Unbiased FIR Filter, IEEE Transactions on Automation Science and Engineering, accepted July 2016.
  8. M. Rashedi, J. Liu, B. Huang*, Communication Delays and Data Losses in Distributed Adaptive High-Gain EKF, AIChE J., Volume 62, 4321-4333, 2016.
  9. 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, Vol. 18, No. 5, pp. 1–13, September 2016.
  10. Q. Jiang, B. Huang*, S.X. Ding, X. Yan, Bayesian fault diagnosis with asynchronous measurements and its application in networked distributed monitoring, IEEE Trans on Industrial Electronics, VOL. 63, NO. 10, OCTOBER 2016.
  11. W. Xiong, W. Zhang, B. Xu , B. Huang*, JITL based MWGPR soft sensor for Multi-mode process with Dual-updating strategy, Computers and Chemical Engineering, Volume 90, 12 July 2016, Pages 260–267.
  12. L. Xie*, H. Yang, F. Ding, B. Huang, Novel model of non-uniformly sampled-data systems based on a time-varying backward shift operator, Journal of Process Control, Volume 43, July 2016, Pages 38–52.
  13. R. Ranjan, B. Huang*, A. Fatehi, Robust Gaussian process modeling using EM algorithm, Journal of Process Control, Volume 42, June 2016, Pages 125–136
  14. Y. Ding*, N. Xu, S. Dai, L. Ren, K. Hao, B. Huang, An Immune System-Inspired Reconfigurable, IEEE Trans on Control System Technology, Volume: 24 Issue: 5. 2016, 1875 - 1882
  15. A. Sadeghian, B. Huang*, Robust Probabilistic Principal Component Analysis for Process Modeling Subject to Scaled Mixture Gaussian Noise, Computers & Chemical Engineering, Volume 90, 12 July 2016, Pages 62–78
  16. X. Yang, B. Huang*, H. Gao, A Direct Maximum Likelihood Optimization Approach to Identification of LPV Time-delay Systems, Journal of the Franklin Institute, Volume 353, Issue 8, May 2016, Pages 1862–1881.
  17. R. Li, V. Prasad*, B. Huang, Gaussian mixture model-based ensemble Kalman filtering for state and parameter estimation for a PMMA process, Processes, March 2016, 4(2), 9, 18 pages.
  18. X. Yuan, B. Huang*, Z. Ge, Z. Song, Double locally weighted principal component regression for soft sensor with sample selection under supervised latent structure, Chemometrics and Intelligent Laboratory Systems, Volume 153, 15 April 2016, Pages 116–125.
  19. S. Sharma, S. Khare, B. Huang*, Robust Online Algorithm for Adaptive Linear Regression Parameter Estimation and Prediction, Journal of Chemometrics, Volume 30, Issue 6, June 2016 , Pages 308–323.
  20. J. Chen, T. Pan*, T. Pu, B. Huang, D. Huang, W. Zhang, S. Gabos, C. Jin, Predicting GHS toxicity using RTCA and discrete-time Fourier transform, Journal of Bioinformatics and Computational Biology, Vol. 14, No. 1 (2016) 1650004 (20 pages).
  21. 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, Volume 151, 15 February 2016, Pages 115–125.
  22. C. Shang, B. Huang*, F. Yang, D. Huang, Slow Feature Analysis for Monitoring and Diagnosis of Control Performance, Journal of Process Control, Volume 39, March 2016, Pages 21–34.
  23. R. Chi*, B. Huang, D. Wang, R. Zhang, Data-driven Optimal Terminal Iterative Learning Control with Initial Value Dynamic Compensation, IET Control Theory & Applications, Volume 10, Issue 12, 08 August 2016, p. 1357 – 1364.
  24. 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, Volume 61, March 2016, Pages 240–250.
  25. Y. Yuan, Z. Li*, B. Huang, Robust Optimization under Correlated Uncertainty: Formulations and Computational Study, Computers & Chemical Engineering, Volume 85, 2 February 2016, Pages 58–71.
  26. G. Jia. Y. Wang*, B. Huang, Dynamic Higher-Order Cumulants Analysis for State Monitoring Based on a Novel Lag Selection, Information Sciences, 331, Feb 2016, 45-66.
  27. Q. Jiang, B. Huang*, X. Yan, GMM and optimal principal components-based Bayesian method for multimode fault diagnosis, Computers and Chemical Engineering, 84, Jan. 2016, 338-349.
  28. N. Sammaknejad, B. Huang*, Robust Diagnosis of Operating Mode Based on Time Varying Hidden Markov Models, IEEE Transactions on Industrial Electronics, VOL. 63, NO. 2, FEBRUARY 2016.
  29. 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, 63, Jan 2016, 377-386.
  30. 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, 2016; 26:809–824.