NSERC Industrial Research Chair in the Control of Oil Sands Processes


Publications- 2013

  1. L.Chen, A. Tulsyan,B. Huang, F. Liu, Multiple model approach to non-linear system identification with uncertain scheduling variables using EM algorithm, Journal of Process Control, 23, Nov. 2013, 1480-1496.
  2. R. Gonzalez, B. Huang, Control loop diagnosis from historical data containing ambiguous operating modes: Part 2, information synthesis based on proportional parametrization, Journal of Process Control, 23(10), Nov. 2013, 1441-1454.
  3. T. Pan, S. Khare, F. Ackah, B. Huang, W. Zhang, S. Gabos, C. Jin, M. Stampfl, In-vitro Cytotoxicity Assessment based on KC50 with Real-Time Cell Analyzer (RTCA) Assay, Computational Biology and Chemistry, 47, Dec. 2013, 113-120.
  4. Y. Shardt, B. Huang, Statistical Properties of Signal Entropy for Use in Detecting Changes in Time Series Data, Journal of Chemometrics, 27(11), Nov 2013, 394-405.
  5. Y. Guo, B. Huang, Moving horizon estimation for switching nonlinear systems, Automatica, 49, 3270-3281, 2013.
  6. L. Xie, H. Yang, B. Huang, FIR Model Identification for Multirate Processes with Random Delays Using EM Algorithm, AIChE J., 59, Nov. 2013, 4124-4132.
  7. L. Xie, Y. Zhao, D. Aziz, X. Jin, L. Geng, E. Goberdhansingh, F. Qi, B. Huang, Soft Sensors for Online Stream Quality Measurements of OTSGs, Journal of Process Control, 23, 990-1000, 2013
  8. M. Chen, S. Khare, B. Huang, H. Zhang, E. Lau, E. Feng, A recursive wavelength selection strategy to update near infrared spectroscopy model with an industrial application, Industrial & Engineering Chemistry Research, 52, 7886-7895, 2013.
  9. S. Khatibisepehr, B. Huang, S. Khare, Design of inferential sensors in the process industry: A review of Bayesian methods, Journal of Process Control, 23, Nov 2013, 1575-1596.
  10. Z. Zhao, B. Huang, F. Liu, Parameter estimation in batch process using EM algorithm with particle filter, Computers & Chemical Engineering, 57, 159-172, 2013
  11. S. Khatibisepehr, B. Huang, A Bayesian Approach to Robust Process Identification with ARX Models, AIChE J., 59, 845-859, 2013
  12. Y. Shardt, B. Huang, Data quality assessment of routine operating data for process identification, Computers & Chemical Engineering, 55, 19-27, 2013
  13. Z. Zhao, B. Huang, F. Liu, Bayesian method for state estimation of batch process with missing data, Computers & Chemical Engineering 53, 14-24, 2013
  14. J. Deng, L. Xie, L. Chen, S. Khatibisepehr, B. Huang, F. Xu, A. Espejo, Development and industrial application of soft sensors with on-line Bayesian model updating strategy, Journal of Process Control 23, 317-325, 2013
  15. R. Gonzalez, B. Huang, Control loop diagnosis with ambiguous historical operating modes: Part 1. A proportional parametrization approach, Journal of Process Control 23, 585-597, 2013
  16. T. Pan, B. Huang, W. Zhang, S. Gabos, D. Huang, V. Devendran, Cytotoxicity assessment based on the AUC50 using multi-concentration time-dependent cellular response curves, Analytica Chimica Acta 764, 44-52, 2013
  17. J. Wang, B. Huang, S. Lu, Improved DCT-based method for online detection of oscillations in univariate time series, Control Engineering Practice 21, 622-630, 2013 .
  18. A. Tulsyan, B. Huang, B. Gopaluni, F. Forbes, On simultaneous on-line state and parameter estimation in non-linear state-space models, Journal of Process Control 23, 516-526, 2013
  19. S. Khatibisepehr, B. Huang, E. Domlan, E. Naghoosi, Y. Zhao, Y. Miao, X. Shao, S. Khare, M. Keshavarz, E. Feng, F. Xu, A. Espejo, R. Kadali, Soft sensor solutions for control of oil sands processes, Oil Sands Special Issue in Canadian Journal of Chemical Engineering, 91, Aug 2013, 1416–1426.
  20. M. Olanrewaju, B. Huang, A moving horizon approach to noncontinuum state estimation, International Journal of Control, 86, 1098-1106, 2013
  21. E. Naghoosi, B. Huang, E. Domlan, R. Kadali, Information transfer methods in causality analysis of process variables with an industrial application, Journal of Process Control, 23, Oct 2013, 1296-1305.
  22. A. Tulsyan, B. Huang, B. Gopaluni, F. Forbes, Approximating posterior Cramer-Rao lower bound: Case of hidden states, IEEE Transactions on Aerospace and Electronic Systems, 49(4), Oct 2013, 2478-2495.