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.