NSERC Industrial Research Chair in the Control of Oil Sands Processes

2013

Publications- 2013

  1. Z. Xi, S. Khare, A. Cheung, B. Huang, T. Pan, W. Zhang, F. Ibrahim, C. Jin, S. Gabos, Mode of Action classification of chemicals using multi-concentration time-dependent cellular response profiles, Computational Biology and Chemistry, accepted Dec. 2013.
  2. X. Yang, B. Huang, V. Prasad, Inequality Constrained Parameter Estimation using Filtering Approaches, Chemical Engineering Science, accepted Nov. 2013.
  3. A. Tulsyan, B. Huang, B. Gopaluni, F. Forbes, Performance assessment, diagnosis, and optimal selection of non-linear state filters, Journal of Process Control, accepted Oct. 2013.
  4. Z. Ge, B. Huang, Z. Song, Mixture semi-supervised principal component regression model and soft sensor application, AIChE J., accepted Oct. 2013.
  5. M. Keshavarz, B. Huang, Bayesian and Expectation Maximization methods for multivariate change point detection, Computers & Chemical Engineering, accepted Sept. 2013.
  6. 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, accepted Sept. 2013
  7. 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, accepted Sept. 2013.
  8. 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, accepted Aug. 2013
  9. Y. Shardt, B. Huang, Statistical Properties of Signal Entropy for Use in Detecting Changes in Time Series Data, Journal of Chemometrics, accepted July 2013.
  10. Y. Guo, B. Huang, Moving horizon estimation for switching nonlinear systems, Automatica, accepted as Regular Paper, July 2013.
  11. L. Xie, H. Yang, B. Huang, FIR Model Identification for Multirate Processes with Random Delays Using EM Algorithm, AIChE J., accepted May 2013
  12. 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
  13. 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.
  14. S. Khatibisepehr, B. Huang, S. Khare, Design of inferential sensors in the process industry: A review of Bayesian methods, Journal of Process Control, accepted May 2013
  15. Z. Zhao, B. Huang, F. Liu, Parameter estimation in batch process using EM algorithm with particle filter, Computers & Chemical Engineering, 57, 159-172, 2013
  16. S. Khatibisepehr, B. Huang, A Bayesian Approach to Robust Process Identification with ARX Models, AIChE J., 59, 845-859, 2013
  17. Y. Shardt, B. Huang, Data quality assessment of routine operating data for process identification, Computers & Chemical Engineering, 55, 19-27, 2013
  18. Z. Zhao, B. Huang, F. Liu, Bayesian method for state estimation of batch process with missing data, Computers & Chemical Engineering 53, 14-24, 2013
  19. 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
  20. 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
  21. 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
  22. 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 .
  23. 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
  24. 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, accepted February 2013.
  25. M. Olanrewaju, B. Huang, A moving horizon approach to noncontinuum state estimation, International Journal of Control, 86 1098-1106, 2013
  26. 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, accepted Feb. 2013.
  27. 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, accepted January 2013.