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rdunia@che.utexas.edu
512-471-4438
Office Location: CPE 4.458
Ricardo Dunia
Lecturer
Department Research Areas:
Theory and Simulation
Process Engineering
Educational Qualifications
Ph.D., Chemical Engineering, University of Texas, Austin (1997)
M.S., Chemical Engineering, University of Maryland, College Park (1992)
Courses Taught
ChE 360: Process Control
ChE 356: Optimization: Theory and Practice
Research
Process industry has been recently subject to demanding operational decisions due to competitive global markets. The development of predictive algorithms for fast dynamic systems, online identification of abnormal operating conditions, the design of training systems for safe and reliable operations and use of data analytics for optimal supply-demand inventory decisions have been my topics of study to successfully address industry operations productivity and reliability.
Selected Publications
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Use of principal component analysis for sensor fault identificationRicardo Dunia, S. Joe Qin, Thomas F. Edgar, Thomas J. McAvoyComputers & Chemical Engineering, Volume 20, Supplement 1, 1996, Pages S713-S718
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A complete programming framework for process control educationDunia, R.; Edgar, T.F.; Haugen, F.;Control Applications, 2008. CCA 2008. IEEE International Conference on3-5 Sept. 2008 Page(s):516 - 521
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Determining the number of principal components for best reconstructionS. Joe Qin, Ricardo DuniaJournal of Process Control, Volume 10, Issues 2-3, April 2000, Pages 245-250
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Graphical based predictive control designBalbis, L.; Katebi, R.; Dunia, R.;Control Applications, 2005. CCA 2005. Proceedings of 2005 IEEE Conference on28-31 Aug. 2005 Page(s):297 - 302
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Nonlinear Predictive Control for Real Time ApplicationsBalbis, L.; Katebi, R.; Dunia, R.; Ordys, A.; Grimble, M.J.;Intelligent Control, 2006. IEEE International Symposium on4-6 Oct. 2006 Page(s):211 - 216