{"id":17,"date":"2013-02-26T20:32:40","date_gmt":"2013-02-26T20:32:40","guid":{"rendered":"http:\/\/faculty.engineering.ucdavis.edu\/template\/?page_id=17"},"modified":"2018-03-22T10:55:33","modified_gmt":"2018-03-22T18:55:33","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

Selected Publications<\/h2>\n

Recent Journal Papers<\/b><\/p>\n

    \n
  1. Gajjar, S., M. Kulahci, A. Palazoglu, \u201cSelection of Non-zero Loadings In Sparse Principal Component Analysis,\u201d Chemometrics and Intelligent Laboratory Systems<\/em>, 162, 160-171 (2017).<\/li>\n
  2. Tong, C., A. Palazoglu, N.H. El-Farra, \u201cA Decomposition Scheme for Integration of Production Scheduling and Control: Demand Response to Varying Electricity Prices,\u201d Ind. & Eng. Chem. Research<\/em>, 56, 8917\u22128926 (2017).<\/li>\n
  3. Zhai, C., A. Palazoglu, S. Wang, W. Sun, \u201cStrategies for the Analysis of Continuous Bio-ethanol Fermentation under Periodical Forcing,\u201d Ind. & Eng<\/em>. Chem. Research<\/em>, 56, 3958-3968 (2017).<\/li>\n
  4. Wang, X., N.H. El-Farra, A. Palazoglu, \u201cOptimal Scheduling of Demand Responsive Industrial Production with Hybrid Renewable Energy Systems,\u201d Renewable Energy<\/em>, 100, 53-64 (2017).<\/li>\n
  5. Gao, H., Gajjar, S., M. Kulahci, A. Palazoglu, \u201cProcess Knowledge Discovery Using Sparse Principal Component Analysis,\u201d Ind. & Eng. Chemistry Research<\/em>, 55, 12046-12059 (2016).<\/li>\n
  6. Tong, C., A. Palazoglu, \u201cDissimilarity-Based Fault Diagnosis through Ensemble Filtering of Informative Variables,\u201d Ind. & Eng. Chemistry Research<\/em>, 55, 8774\u22128783 (2016).<\/li>\n
  7. Gajjar, S., A. Palazoglu, \u201cA Data-Driven Multidimensional Visualization Technique for Process Fault Detection and Diagnosis,\u201d Chemometrics and Intelligent Laboratory Systems<\/em>, 154, 122-136 (2016).<\/li>\n
  8. Tong, C., A. Palazoglu, N.H. El-Farra, X. Yan, \u201cEnergy Demand Management for Process Systems Through Production Scheduling and Control,\u201d AIChE J<\/em>., 61(11), 3756\u20133769 (2015).<\/li>\n
  9. Wang, X., N.H. El-Farra, A. Palazoglu, \u201cProactive Reconfiguration of Heat-Exchanger Super Networks,\u201d Ind. & Eng. Chemistry Research<\/em>, 54, 9178\u22129190 (2015).<\/li>\n
  10. Wang, X., A. Palazoglu,<\/strong> N.H. El-Farra, \u201cOperational Optimization and Demand Response of Hybrid Renewable Energy Systems,\u201d Applied Energy<\/em>, 143, 324-335 (2015).<\/li>\n
  11. Sun, W., A. Palazoglu, A. Singh, H. Zhang, Q. Wang, Z. Zhao, D. Cao, \u201cPrediction of Surface Ozone Episodes Using Clusters Based Generalized Linear Mixed Effects Models in Houston-Galveston-Brazoria Area, Texas,\u201d Atmospheric Pollution Research, in press (2015).<\/li>\n
  12. Chen, Q., Z. Chen, W. Sun, G. Yang, A. Palazoglu, \u201cA New Structuring Element for Multi-scale Morphology Analysis and its Application in Rolling Element Bearing Fault Diagnosis,\u201d J. Vibration and Control, in press, (2015).<\/li>\n
  13. Wang, X., H. Teichgraber, A. Palazoglu N.H. El-Farra, \u201cAn Economic Receding Horizon Optimization Approach for Energy Management in the Chlor-Alkali Process with Hybrid Renewable Energy Generation,\u201d J. Process Control, 24, 1318-1327 (2014).<\/li>\n
  14. Tong, C., A. Palazoglu, X. Yan, \u201cImproved ICA for Process Monitoring Based on Ensemble Learning and Bayesian Inference,\u201d Chemometrics and Intelligent Laboratory Systems, 135, 141-149 (2014).<\/li>\n
  15. Tong, C., A. Palazoglu, N.H. El-Farra, X. Yan, \u201cFault Detection and Isolation in Hybrid Process Systems Using a Combined Data-driven and Observer-design Methodology,\u201d AIChE J.,60(8), 2805-2814 (2014).<\/li>\n
  16. Zhang, H., A. Palazoglu, W. Sun, Z. Zhao, S. Liu, \u201cPrediction of Surface Ozone Exceedance Days Using PCA with Non-parametric T2 Control Limit,\u201d Chemometrics and Intelligent Laboratory Systems, 133, 42-48 (2014).<\/li>\n
  17. Tong, C., A. Palazoglu, X. Yan, \u201cAn Adaptive Multimode Process Monitoring Strategy Based on Mode Clustering and Mode Unfolding,\u201d J. Process Control, 23, 1497-1507 (2013).<\/li>\n
  18. Sun, W., H. Zhang, A. Palazoglu, \u201cPrediction of 8hr-average Ozone Concentration Using a Supervised Hidden Markov Model Combined with Generalized Linear Models,\u201d Atmospheric Environment, 81, 199-208 (2013).<\/li>\n
  19. Sun, W., H. Zhang, A. Palazoglu, A. Singh, W. Zhang, S. Liu, \u201cPrediction of 24-hour-average PM2.5 Concentration using a Hidden Markov Model with Different Emission Distributions in Northern California,\u201d Science of the Total Environment, 443, 93-103 (2013).<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    Selected Publications Recent Journal Papers Gajjar, S., M. Kulahci, A. Palazoglu, \u201cSelection of Non-zero Loadings In Sparse Principal Component Analysis,\u201d Chemometrics and Intelligent Laboratory Systems, 162, 160-171 (2017). Tong, C., A. Palazoglu, N.H. El-Farra, \u201cA Decomposition Scheme for Integration of Production Scheduling and Control: Demand Response to Varying Electricity Prices,\u201d \u2026 Continue reading → <\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"template-twocolumns-left.php","meta":{"inline_featured_image":false,"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/pages\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":10,"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/pages\/17\/revisions"}],"predecessor-version":[{"id":282,"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/pages\/17\/revisions\/282"}],"wp:attachment":[{"href":"https:\/\/faculty.engineering.ucdavis.edu\/palazoglu\/wp-json\/wp\/v2\/media?parent=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}