Detailed List of Publications

Books and Book Chapters

  1. “Chemical Reaction Engineering – Boston,” ACS Symp. Ser. No. 196, 1982 (co-edited with J. Wei).
  2. “Chemical Reaction Engineering – Plenary Lectures,” ACS Symp. Ser. No. 226, 1983 (co-edited with J. Wei).
  3. “Sulfur Emission Control,” Chapter 7 in ‘Atmospheric Fluidized-Bed Combustion.  A Technical Source Book.’  S-E. Tung and G. C. Williams, eds., MIT, January 1987 (with D. L. Keairns, G. C. Williams, J. Chrostowski, R. Newby, and N. H. Ulerich).
  4. “Tendency Models for Estimation, Optimization, and Control of Batch Reactors”  in Batch Processing Systems Engineering edited by Reklaitis, Sunol, Rippin and Horacsu, Springer-Verlag, Berlin 1996
  5. “A Geometric Approach for Process Operability Analysis” in “Integration of Design and Control” Edited by Panos Seferlis, Michael C. Georgiadis, Elsevier, 2004

Publications Journals & Reviewed Conference Proceedings

Publications (2016-2020)

  1. “New Time Sampling Strategy for the Estimation of the Parameters in DRSM Models.” Ind. & Eng. Chem. Res., 2020. (under review). (with Dong, Y.C., et al.,)
  2. “Optimization of Pharmaceutical Reactions using the Dynamic Response Surface Methodology”. Comp. & Chem. Eng., 2019. 134, p. 106778. (with Y. Dong, J. Mustakis, L. Han, J. McMullen)
  3. “Stoichiometry identification of pharmaceutical reactions using the constrained dynamic response surface methodology”. AIChE J., 2019. 65 (11). (with Y.C. Dong, J. Mustakis, J.M. Hawkins, L. Han, K. Wang, J. McMullen, S. Grosser, K. Stone)
  4. “Constrained Version of the Dynamic Response Surface Methodology for Modeling Pharmaceutical Reactions”. Ind. & Eng. Chem. Res., 2019. 58 (30), p. 13611-13621 (Y. Dong, J. Mustakis, J. M. Hawkins, L. Han, K. Wang, J. P. McMullen, S. T. Grosser, K. Stone) 
  5. “From dynamic response surface models to the identification of the reaction stoichiometry in a complex pharmaceutical case study”. AIChE J., 2019. 65 (4) p. 1173-1185 (with J. Santos-Marques, J. Mustakis, J. M. Hawkins)
  6. “Education in Process Systems Engineering: Why it matters more than ever and how it can be structured”. Comp. & Chem. Eng., 2019, 126, p. 102-112. (with I. T. Cameron, S. Engell, N. Asprion, D. Bonvin, F. R. Gao, D. I. Gerogiorgis, I. E. Grossmann, S. Macchietto, H. A. Preisig, B. R. Young)
  7. “Integrating operations and control: A perspective and roadmap for future research.” Comp. & Chem. Eng., 2018. 115p. 179-184. (with P. Daoutidis, J. H. Lee, I. Harjunkoski, S. Skogestad, M. Baldea) 
  8. “On the estimation of high-dimensional surrogate models of steady-state of plant-wide processes characteristics”. Comp. & Chem. Eng., 2018. 116 p. 56-68. (with A. P. Tran)
  9. “Sequential Parameter Estimation for Mammalian Cell Model Based on In Silico Design of Experiments”. Processes, 2018. 6 (8) p.100 (with Z. Wang, H. Sheikh, and K. Lee).
  10. “New Dynamic Response Surface Methodology for Modeling Nonlinear Processes over Semi-infinite Time Horizons”. Ind. & Eng. Chem. Res. 2017, 56 (38), 10770-10782 (with Z. Wang)
  11. “An in-silico Evaluation of Data-Driven Optimization of Biopharmaceutical Processes” AIChE J., 2017, 63 (7) pp. 2796-2805 (with Wang, Z.)
  12. “Linking Models and Experiments” Ind.  & Eng. Chem. Res. 2016, 55 (25), pp. 6891-6903 (with D. Bonvin, C. Pantelides, et al.)
  13. “Dynamic Response Surface Models: A Data-Driven Approach for the Analysis of Time-Varying Process Outputs” Ind.  & Eng. Chem. Res. 2016, 55(14) 4022-4034 (with N. Klebanov) 
  14. “DRSM Model for the Optimization and Control of Batch Processes”. IFAC Papers online 2016, 49 (7), 55-60. Presented at the 11th IFAC Symposium on Dynamics and Control of Process Systems including Biosystems, Trondheim, Norway, June 2016 (with Z. Wang and N. Klebanov)

Publications (2011-2015)

  1. “Preface for John P. Congalidis Memorial Special Issue” Ind. & Eng. Chem. Res. 2014, 53 (18), 7273-7274 (with J. R. Richards and M. Soroush,) 
  1. “Design of In Silico Experiments as a Tool for Nonlinear Sensitivity Analysis of Knowledge-Driven Models” Ind. & Eng. Chem. Res., 2015, 53, (18) 7517-7525 (with A. Kiparissides, M. Mantalaris, and E.N. Pistikopoulos) 
  2. “Process Systems Engineering Tools in the Pharmaceutical Industry” Comp. & Chem. Eng. 2013, 51, 157-171;  (with G. M. Troup) 
  3. “Steady states for chemical process plants: A legacy code, time-stepping approach”. AIChE J. 2013, 59 (9), 3308-3321; (with A. Kavouras; C. T. Kelley; C. Siettos, and  I. G. Kevrekidis) 
  4. “Design of Dynamic Experiments: A Data-Driven Methodology for the Optimization of Time-Varying Processes” Ind. Eng. Chem. Res., 2013 52 (35) 12369-12382  
  5. “How to NOT Make the Extended Kalman Filter Fail” Ind. & Eng. Chem. Res. 2013, 52 (9) 3354-3362 (with R. Schneider)
  6. “Data-driven, using design of dynamic experiments, versus model-driven optimization of batch crystallization processes” J. of Process Control 23 (2) 179-188 (with A. Fiordalis)

Publications (2006-2010)

  1. “Similarities and Differences between the Concepts of Operability and Flexibility” AIChE J. 2010, 56 (3) pp. 702-716  (with Lima, F., Z. Jia, and M. Ierapetritou)
  2. “Model Predictive Control and Dynamic Operability Studies in a Stirred Tank: Rapid Temperature Cycling for Crystallization” Chem. Engng. Comm.  2010, 197 (5) 733-752  (2010), (with G.A. Buni,  F.V. Lima, and C. Hunt)
  3. “On the Calculation of Operability Sets of Nonlinear High-Dimensional Processes”  Ind. & Eng. Chem. Res. 2010, 49 (17) 8035-8047  (with L. Li) 
  4. “Input-Output Operability of Control Systems; The Steady-State Case” J. of Process Control, 2010, 20 (6)  769-776 (with F. Lima)
  5. “Dynamic operability for the calculation of transient output constraints for non-square linear model predictive controllers” Proceedings of the 7th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM) Koç University Campus, Istanbul, Turkey, July 12-15, 2009  (with F. Lima)
  6. “A Model-Free Methodology for the Optimization of Batch Processes: Design of Dynamic Experiments” Proceedings of the 7th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM) Koç University Campus, Istanbul, Turkey, July 12-15, 2009
  7. “Operability-Based Feasible Control Constraints for Several High-Dimensional Non-Square Industrial Processes”, 2010, AIChE J. 56 (5) 1249-1261 (with F. Lima, J. F. Smith, P. D. Schnelle, and D. R. Vinson)
  8. “Design of output constraints for model-based non-square controllers using interval operability” J. of Process Control, 2008 18, (6) 610-620,   (with F. Lima)
  9. “Dynamic input signal design for the identification of constrained systems” J. of Process Control, 18, (3-4), 2007, 332-346  (with T. Li)
  10. “On-line estimation & monitoring of diastereomeric resolution using FBRM, ATR-FTIR, and Raman spectroscopy” Ind. & Eng. Chem. Res., 2008, 47 (6) 5576-5584, (with S. W. Wong, G. D. Botsaris, K. Saranteas, and R. Bakale)
  11. “Analysis of the constraint characteristics of a sheet forming control problem using interval operability concepts” Proceedings of the 18th European Symposium on Computer-Aided Process Engineering – ESCAPE 18, June 2008,  Lyon, France; (with F. Lima, J. F. Smith, and P. D. Schnelle)
  12. “Factors Affecting on-line Estimation of Diastereomer composition using Raman Spectroscopy” Control Engineering Practice, 2007, 15 (10): 1257-1267 (with Sze-Wing Wong, Gregory Botsaris, Kostas Saranteas, and Roger Bakale)
  13.  “Tendency stoichiometric modeling of metabolic pathways” Proceedings of the 2007 American Control Conference (ACC) July 2007, New York, NY (with F. Makrydaki and K. Lee)
  14. “On-line estimation of diastereomer composition using Raman: Differentiation in high and low slurry density PLS models” Crystal Growth and Design, 2008, 8, (12) 4398-4408 (with S. W. Wong, G. D. Botsaris, K. Saranteas, and R. Bakale)
  15. “Factors affecting on-line estimation of diastereomer composition using Raman spectroscopy” Control Engineering Practice, 2007, 15 (10) 1257-1267, (2007) : (with S. W. Wong, G. D. Botsaris, K. Saranteas, and R. Bakale)
  16. “On the operability of high-order multivariable non-square systems” Proceeding of 8th IFAC International Symposium on Dynamics and Control of Process Systems, Cancun, Mexico 8 (1) pp. 47-52 (2007), (with Fernando Lima) 
  17. “Steady-state optimal test signal design for multivariable model-based control” Ind. & Eng. Chem. Res., 2006, 45 (25): 8514-8527 (with Q. Zhan and T. Li)
  18. “Methodology for the steady-state operability analysis of plantwide systems” Ind. & Eng. Chem. Res., 2005, 44, (20), 7770-7786 (with S. Subramanian)

Publications (2000-2005)

  1. “Methodology for the steady-state operability analysis of plantwide systems” Ind. & Eng. Chem. Res., 2005 44, (20), 7770-7786 (with S. Subramanian)
  2. “On the Assessment of Controller Performance for Constrained Systems”  Proceeding of the Seventh Italian Conference on Chemical & Process Engineering, Giardini di Naxos – Taormina, Italy May 15-18, 2005  (with L. Huang)
  3.  “Milestone report for area 7 industrial applications” Control Engineering Practice,2004, 12, (1), p 113-119 (with McAvoy, Jounela, Patton, Perrier, and Weber) 
  4. “Optimal Measurement System Design for Chemical Processes”; AIChE J. 2003, 49 (6) 1488 (with K. R. Muske)
  5. “Accounting for Batch Reactor Uncertainty in the Nonlinear MPC of End-Use Properties”  AIChE J., 2003, 49 (5) pp.1178-1193, (with J. Valappil)
  6. “Control of a solution copolymerization reactor using multi-model predictive control” Chem. Engng. Sci., 2003, 58 (7) 1207 -1223 (with L. Ozkan and M. V. Kothare)
  7. “On the operability of continuous processes”  Control Engineering Practice, 2003, 11 (8) 859-869 (with D. Uzturk, S. Subramanian, and D. R. Vinson)
  8. “Evaluation of controller performance – Use of models derived by subspace identification”  Int.  J.  of Adaptive Control and Signal Processing, 2003, 17, (7-9) 527-552 (with Stella Bezergianni)
  9. “Accounting for batch reactor uncertainty in the nonlinear MPC of end-use properties” AIChE Journal, 2003, 49 (5), 1178-1192 (with J. Valappil).
  10. “Inherent Dynamic Operability of Processes: General Definitions and Analysis of SISO Cases” Ind. & Eng. Chem. Res., 2002, 41, (3) 421-433 (with D. Uztürk)
  11. “Reference System Model Predictive Control. 1. Continuous-Time Formulation and Case Studies on Performance”, Ind. & Eng. Chem. Res., 2003 41 (13) 3199 -3213 (with L. Kalra and L. C. Oliveira-Lopes)
  12. “On the Operability of Continuous Processes,” Control Engineering Practice, 2003, 11 (8) 859-869 (with D. Uztürk, S. Subramanian, and D. Vinson).
  13. “Nonlinear Model Predictive Control of End-Use Properties in Batch Reactors”;  AIChE J. 2002, 48 (9) 2006-2022 (2002), (with J. Valappil)
  14. “Inventory Control Structures Independence of the Process Operability Index”; Ind. Eng. Chem. Res. 2002, 41, 3970-3983 (with D. Vinson)
  15.  “A methodology for optimal sensor selection in chemical processes”, Proceedings of the 2002 American Control Conference. 5, pp. 4274-4278, (2002) (with K. R. Muske)
  16.  “A simple graphic approach for observer decomposition”; J. of Process Control, 2002, 12 (8) 857-873(with C. T. Chang, and Y. S. Lin)
  17. “Steady-state Operability Characteristics of Idealized Reactors,” Chem. Eng. Sci., 2001, 56, 5111-5130 (with S. Subramanian).
  18. “An Optimization-Based Approach for the Operability Analysis of Continuously Stirred Tank Reactors,” Ind. & Eng. Chem. Res., 2001, 40, 4238-4252 (with S. Subramanian and D. Uztürk).
  19. “State Estimation and Nonlinear Model Predictive Control of End-use Properties in Batch Reactors,” Proceedings, American Control Conference, 999-1004, Arlington, VA, June 25-27, 2001 (with J. Valappil). 
  20. “Inherent Dynamic Operability of Processes:  Definitions and Analysis in the SISO Case,” Ind. & Eng. Chem. Res., 2001, 41 (3), 4238-4252 (with D. Uztürk).
  21. “Nonlinear Model Predictive Control of End-use Properties in Batch Reactors,” AIChE J., 2001, 48 (9) 2006-2011 (with J. Valappil). 
  22. “Steady-state optimal test signal design for constrained multivariable system” Proceeding of the 12th Symposium on System Identification, Santa Barbara 2001, p. 1213 (with Q. Zhan)
  23. “Effect of Feedback Controllers in State Estimation Schemes,” Ind. & Eng. Chem. Res., 2000 39 387-395 (with G. E. Eliçabe).
  24. “Systematic Estimation of State Noise Statistics for use in Extended Kalman Filters,” AIChE J., 2000, 46 (2) 292-308 (with J. Valappil).
  25. “A New Measure of Process Output Controllability,” J. of Process Control, 2000, 10 185-194 (with D. R. Vinson).
  26. Guest Editorial, Journal of Process Control, 10, front matter, 2000.
  27. “On L1 – Reference System Linear Model Predictive Control,” Proceedings of the ADCHEM 2000 IFAC symposium, pp. 293-298, Pisa, Italy, June 14-16, 2000 (with Luís Cláudio Oliveira-Lopes).
  28. “Steady-State Optimal Test Signal Design for Constrained Multivariable System,” Proceedings of the IFAC Symposium on System Identification, Santa Barbara, California, June 21-23, 2000 (with Q. Zhan).
  29. “Steady-State Operability Characteristics of Reactors,” Comp. and Chem. Eng., 2000, 24, 1563-1568; also, Proceedings of the Process Systems Engineering 2000 conference, Keystone, Colorado, July 16-21, 2000 (with S. Subramanian).
  30. “Model Predictive Control of Nonlinear Systems Using Piecewise Linear Models,” Comp. and Chem. Eng., 2000, 24, pp. 793-799, 2000; also, Proceedings of the Process Systems Engineering 2000 conference, Keystone, Colorado, July 16-21, 2000 (with L. Özkan and M. Kothare).
  31. “Transition Control using a Locally Linearized Reference System Model Predictive Controller,” Proceedings of the 8th IEEE Mediterranean Conference on Control & Automation (MED 2000), Rio, Greece, July 17-19, 2000 (with L. C. Oliveira-Lopes).
  32. “Controller Performance Assessment Based on Minimum and Open-loop Output Variance,” Control Engineering Practice, 2000, 8, 791-797 (with S. Bezergianni)