Selected Publications
Recent Journal Papers
- 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).
- 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).
- 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).
- 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).
- Gao, H., Gajjar, S., M. Kulahci, A. Palazoglu, “Process Knowledge Discovery Using Sparse Principal Component Analysis,” Ind. & Eng. Chemistry Research, 55, 12046-12059 (2016).
- Tong, C., A. Palazoglu, “Dissimilarity-Based Fault Diagnosis through Ensemble Filtering of Informative Variables,” Ind. & Eng. Chemistry Research, 55, 8774−8783 (2016).
- 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).
- 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).
- Wang, X., N.H. El-Farra, A. Palazoglu, “Proactive Reconfiguration of Heat-Exchanger Super Networks,” Ind. & Eng. Chemistry Research, 54, 9178−9190 (2015).
- Wang, X., A. Palazoglu, N.H. El-Farra, “Operational Optimization and Demand Response of Hybrid Renewable Energy Systems,” Applied Energy, 143, 324-335 (2015).
- 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).
- 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).
- 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).
- 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).
- 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).
- 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).
- 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).
- 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).
- 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).