NSERC Industrial Research Chair in the Control of Oil Sands Processes


Publications - 2015

  1.  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, 91, Dec. 2015, 679-686.
  2. X. Yang, 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, Volume 148, 15 November 2015, Pages 1–8.
  3. 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., 61(12), December 2015, 4126–4139.
  4. 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.
  5. R. Gonzalez and B. Huang, Process monitoring using kernel density estimation and Bayesian networking with an industrial case study, ISA Transaction, Volume 58, September 2015, Pages 330–347.
  6. 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.
  7. Y. Guo and B. Huang, State estimation incorporating infrequent, delayed and integral measurements, Automatica, 58, pp 32-38, Aug. 2015.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.