Publications

Selected Publications

Recent Journal Papers

  1. Gajjar, S., M. Kulahci, A. Palazoglu, “Selection of Non-zero Loadings In Sparse Principal Component Analysis,” Chemometrics and Intelligent Laboratory Systems, 162, 160-171 (2017).
  2. Tong, C., A. Palazoglu, N.H. El-Farra, “A Decomposition Scheme for Integration of Production Scheduling and Control: Demand Response to Varying Electricity Prices,” Ind. & Eng. Chem. Research, 56, 8917−8926 (2017).
  3. Zhai, C., A. Palazoglu, S. Wang, W. Sun, “Strategies for the Analysis of Continuous Bio-ethanol Fermentation under Periodical Forcing,” Ind. & Eng. Chem. Research, 56, 3958-3968 (2017).
  4. Wang, X., N.H. El-Farra, A. Palazoglu, “Optimal Scheduling of Demand Responsive Industrial Production with Hybrid Renewable Energy Systems,” Renewable Energy, 100, 53-64 (2017).
  5. Gao, H., Gajjar, S., M. Kulahci, A. Palazoglu, “Process Knowledge Discovery Using Sparse Principal Component Analysis,” Ind. & Eng. Chemistry Research, 55, 12046-12059 (2016).
  6. Tong, C., A. Palazoglu, “Dissimilarity-Based Fault Diagnosis through Ensemble Filtering of Informative Variables,” Ind. & Eng. Chemistry Research, 55, 8774−8783 (2016).
  7. Gajjar, S., A. Palazoglu, “A Data-Driven Multidimensional Visualization Technique for Process Fault Detection and Diagnosis,” Chemometrics and Intelligent Laboratory Systems, 154, 122-136 (2016).
  8. Tong, C., A. Palazoglu, N.H. El-Farra, X. Yan, “Energy Demand Management for Process Systems Through Production Scheduling and Control,” AIChE J., 61(11), 3756–3769 (2015).
  9. Wang, X., N.H. El-Farra, A. Palazoglu, “Proactive Reconfiguration of Heat-Exchanger Super Networks,” Ind. & Eng. Chemistry Research, 54, 9178−9190 (2015).
  10. Wang, X., A. Palazoglu, N.H. El-Farra, “Operational Optimization and Demand Response of Hybrid Renewable Energy Systems,” Applied Energy, 143, 324-335 (2015).
  11. Sun, W., A. Palazoglu, A. Singh, H. Zhang, Q. Wang, Z. Zhao, D. Cao, “Prediction of Surface Ozone Episodes Using Clusters Based Generalized Linear Mixed Effects Models in Houston-Galveston-Brazoria Area, Texas,” Atmospheric Pollution Research, in press (2015).
  12. Chen, Q., Z. Chen, W. Sun, G. Yang, A. Palazoglu, “A New Structuring Element for Multi-scale Morphology Analysis and its Application in Rolling Element Bearing Fault Diagnosis,” J. Vibration and Control, in press, (2015).
  13. Wang, X., H. Teichgraber, A. Palazoglu N.H. El-Farra, “An Economic Receding Horizon Optimization Approach for Energy Management in the Chlor-Alkali Process with Hybrid Renewable Energy Generation,” J. Process Control, 24, 1318-1327 (2014).
  14. Tong, C., A. Palazoglu, X. Yan, “Improved ICA for Process Monitoring Based on Ensemble Learning and Bayesian Inference,” Chemometrics and Intelligent Laboratory Systems, 135, 141-149 (2014).
  15. Tong, C., A. Palazoglu, N.H. El-Farra, X. Yan, “Fault Detection and Isolation in Hybrid Process Systems Using a Combined Data-driven and Observer-design Methodology,” AIChE J.,60(8), 2805-2814 (2014).
  16. Zhang, H., A. Palazoglu, W. Sun, Z. Zhao, S. Liu, “Prediction of Surface Ozone Exceedance Days Using PCA with Non-parametric T2 Control Limit,” Chemometrics and Intelligent Laboratory Systems, 133, 42-48 (2014).
  17. Tong, C., A. Palazoglu, X. Yan, “An Adaptive Multimode Process Monitoring Strategy Based on Mode Clustering and Mode Unfolding,” J. Process Control, 23, 1497-1507 (2013).
  18. Sun, W., H. Zhang, A. Palazoglu, “Prediction of 8hr-average Ozone Concentration Using a Supervised Hidden Markov Model Combined with Generalized Linear Models,” Atmospheric Environment, 81, 199-208 (2013).
  19. Sun, W., H. Zhang, A. Palazoglu, A. Singh, W. Zhang, S. Liu, “Prediction of 24-hour-average PM2.5 Concentration using a Hidden Markov Model with Different Emission Distributions in Northern California,” Science of the Total Environment, 443, 93-103 (2013).

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