Juergen Hahn

Book Chapters:

8. Z. Huang and J. Hahn. Comparison of Algorithms for Analyzing Fluorescent Microscopy Images and Computation of Transcription Factor Profiles. Methods in Bioengineering, Artech House, London In Press (2008) [Abstract]

7. T.F. Edgar and J. Hahn. Process Automation. Handbook of Automation, Springer-Verlag, New York In Press (2008) [Online Edition, Outline]

6. J. Hahn and T.F. Edgar. Process Control. Kirk-Othmer Encyclopedia of Chemical Technology Concise, 5th edition, John Wiley & Sons, New York (2007) [Online Edition, Abstract]

5. S. Rajaraman, U. Kruger, M.S. Mannan, and J. Hahn. A New Sensor Fault Diagnosis Technique Based Upon Subspace Identification and Residual Filtering. Computational Intelligence, LNAI, Vol. 4114, Springer, Heidelberg, Germany, pp. 990-998 (2006) [Online Edition, Abstract]

4. T.F. Edgar and J. Hahn. Process Dynamics and Control. The Electronics Handbook, 3rd edition, CRC Press, Boca Raton, Florida, pp. 1974-1995 (2004) [Abstract]

3. M. Monnigmann, J. Hahn, and W. Marquardt. Towards Constructive Nonlinear Dynamics - Case Studies from Chemical Engineering. Nonlinear Dynamics of Production Systems, Wiley-VCH, Weinheim, Germany, pp. 503-526 (2004) [Abstract]

2. J. Hahn and T.F. Edgar. Process Control. Kirk-Othmer Encyclopedia of Chemical Technology, 5th edition, John Wiley & Sons, New York (2003) [Online Edition, Abstract]

1. J. Hahn and T.F. Edgar. Process Control Systems. Encyclopedia of Physical Science and Technology, 3rd edition, Vol. 13, Academic Press, San Diego, California, pp. 111-126 (2001) [Abstract]


Publications:

35. Y. Chu and J. Hahn. Parameter Set Selection via Clustering of Parameters into Pair-wise Indistinguishable Groups of Parameters. Industrial & Engineering Chemistry Research In Press (2008) [Article, Abstract]

34. Z. Huang, F. Senocak, A. Jayaraman, and J. Hahn. Integrated Modeling and Experimental Approach for Determining Transcription Factor Profiles from Fluorescent Reporter Data. BMC Systems Biology 2:64 (2008) [Article, Abstract]

33. C. Qu and J. Hahn. Process Monitoring and Parameter Estimation via Unscented Kalman Filtering. Journal of Loss Prevention in the Process Industries In Press (2008) [Article, Abstract]

32. C. Qu and J. Hahn. Computation of Arrival Cost for Moving Horizon Estimation via Unscented Kalman Filtering. Journal of Process Control In Press (2008) [Article, Abstract]

31. Y. Chu and J. Hahn. Integrating Parameter Selection with Experimental Design under Uncertainty for Nonlinear Dynamic Systems. AIChE Journal 54, No. 9, pp. 2310-2320 (2008) [Article, Abstract]

30. J. Hahn, M. Moennigmann, and W. Marquardt. On the Use of Bifurcation Analysis for Robust Controller Tuning for Nonlinear Systems. Journal of Process Control 18, No. 3-4, pp. 408-420 (2008) [Article, Abstract]

29. J. Brewer, Z. Huang, A.K. Singh, M. Misra, and J. Hahn. Sensor Network Design via Observability Analysis and Principal Component Analysis. Industrial & Engineering Chemistry Research 46, No. 24, pp. 8026-8032 (2007) [Article, Abstract]

28. Y. Chu and J. Hahn. Parameter Set Selection for Estimation for Nonlinear Dynamic Systems. AIChE Journal 53, No. 11, pp. 2858-2870 (2007) [Article, Abstract]

27. Y. Chu, A. Jayaraman, and J. Hahn. Parameter Sensitivity Analysis of IL-6 Signaling Pathways. IET Systems Biology 1, No. 6, pp. 342-352 (2007) [Article, Abstract]

26. A.K. Singh, A. Jayaraman, and J. Hahn. A Case Study of Representing Signal Transduction in Liver Cells as a Feedback Control Problem. Chemical Engineering Education 41, No. 3, pp. 177-182 (2007) [Article, Abstract]

25. Y. Chu and J. Hahn. Development of Parameter Sensitivity Analysis Techniques for Studying Interactions among Parameters and Application to Systems Biology. Dynamics of Continuous, Discrete and Impulsive Systems 14, No. S2, pp 220-226 (2007) [Article, Abstract]

24. A.K. Singh, A. Jayaraman, and J. Hahn. Modeling Regulatory Mechanisms in IL-6 Signal Transduction in Hepatocytes. Biotechnology & Bioengineering 95, No. 5, pp. 850-862 (2006) [Article, Abstract]

23. C. Sun and J. Hahn. Parameter Reduction for Stable Dynamical Systems based on Hankel Singular Values and Sensitivity Analysis. Chemical Engineering Science 61, No. 16, pp. 5393-5403 (2006) [Article, Abstract]

22. A.K. Singh and J. Hahn. Sensor Location for Stable Nonlinear Dynamic Systems: Multiple Sensor Case. Industrial & Engineering Chemistry Research 45, No. 10, pp. 3615-3623 (2006) [Article, Abstract]

21. S. Rajaraman, J. Hahn, and M.S. Mannan. Sensor Fault Diagnosis for Nonlinear Processes with Parametric Uncertainties. Journal of Hazardous Materials 130, No. 1-2, pp. 1-8 (2006) [Article, Abstract]

20. C. Sun and J. Hahn. Model Reduction in the Presence of Uncertainty in Model Parameters. Journal of Process Control 16, No. 6, pp. 645-649 (2006) [Article, Abstract]

19. W.H. Jang, K.R. Hall, and J. Hahn. Genetic/Quadratic Search Algorithm for Plant Economic Optimizations Using a Process Simulator. Computers and Chemical Engineering 30, No. 2, pp. 285-294 (2005) [Article, Abstract]

18. U. Kruger, D. Antory, J. Hahn, G.W. Irwin, and G. McCullough. Introduction of a Nonlinearity Measure for Principal Component Models. Computers and Chemical Engineering 29, No. 11-12, pp. 2355-2362 (2005) [Article, Abstract]

17. A.K. Singh and J. Hahn. State Estimation for High-Dimensional Chemical Processes. Computers and Chemical Engineering 29, No. 11-12, pp. 2326-2334 (2005) [Article, Abstract]

16. Y. Zhou, J. Hahn, and M.S. Mannan. Process Monitoring Based on Classification Tree and Discriminant Analysis. Reliability Engineering & System Safety 91, No. 5, pp. 546-555 (2006) [Article, Abstract]

15. A.K. Singh and J. Hahn. Determining Optimal Sensor Locations for State and Parameter Estimation for Stable Nonlinear Systems. Industrial & Engineering Chemistry Research 44, No. 15, pp. 5645-5659 (2005) [Article, Abstract]

14. C. Sun and J. Hahn. Reduction of Differential-Algebraic Equation Systems via Projections and System Identification. Journal of Process Control 15, No. 6, pp. 639-650 (2005) [Article, Abstract]

13. S. Rajaraman, J. Hahn, and M.S. Mannan. A Methodology for Fault Detection, Isolation, and Identification for Nonlinear Processes with Parametric Uncertainties. Industrial & Engineering Chemistry Research 43, No. 21, pp. 6774-6786 (2004) [Article, Abstract]

12. W.H. Jang, J. Hahn, and K.R. Hall. The Design Benefit Method: A Framework for Allocating Joint Costs among Joint Products. Hydrocarbon Processing, January, (2006) [Article, Abstract]

11. J. Hahn, M. Monnigmann, and W. Marquardt. A Method for Robustness Analysis of Controlled Nonlinear Systems. Chemical Engineering Science 59, pp. 4325-4338 (2004) [Article, Abstract]

10. M. Guay, R. Dier, J. Hahn, and P.J. McLellan. Effect of Process Nonlinearity on Linear Quadratic Regulator Performance. Journal of Process Control 15, No. 1, pp. 113-123 (2005) [Article, Abstract]

9. Y. Zhou, J. Hahn, and M.S. Mannan. Fault Detection and Classification in Chemical Processes Based on Neural Networks with Feature Extraction. ISA Transactions 42, No. 4, pp. 651-664 (2003) [Article, Abstract]

8. J. Hahn, T.F. Edgar, and W. Marquardt. Controllability and Observability Covariance Matrices for the Analysis and Order Reduction of Stable Nonlinear Systems. Journal of Process Control 13, No. 2, pp. 115-127 (2003) [Article, Abstract]

7. J. Hahn and T.F. Edgar. An Improved Method for Nonlinear Model Reduction Using Balancing of Empirical Gramians. Computers and Chemical Engineering 26, No. 10, pp. 1379-1397 (2002) [Article, Abstract]

6. J. Hahn, S. Lextrait, and T.F. Edgar. Nonlinear Balanced Model Residualization via Neural Networks. AIChE Journal 48, No. 6, pp. 1353-1357 (2002) [Article, Abstract],

5. J. Hahn and T.F. Edgar. Balancing Approach to Minimal Realization and Model Reduction of Stable Nonlinear Systems. Industrial & Engineering Chemistry Research 41, No. 9, pp. 2204-2212 (2002) [Article, Abstract]

4. J. Hahn, T. Edison, and T.F. Edgar. Adaptive IMC Control for Drug Infusion for Biological Systems. Control Engineering Practice 10, No. 1, pp. 45-56 (2002) [Article, Abstract]

3. J. Hahn and T.F. Edgar. A Gramian Based Approach to Nonlinearity Quantification and Model Classification. Industrial & Engineering Chemistry Research 40, No. 24, pp. 5724-5731 (2001) [Article, Abstract]

2. J. Hahn, T. Edison, and T.F. Edgar. A Note on Stability Analysis using Bode Plots. Chemical Engineering Education 35, No. 3, pp. 208-211 (2001) [Article, Abstract]

1. T.F. Edgar, S.W. Butler, J. Campbell, C. Pfeiffer, C. Bode, S.B. Hwang, K.S. Balakrishnan, and J. Hahn. Automatic Control in Microelectronics Manufacturing: Practices, Challenges, and Possibilities. Automatica 36, No. 11, pp. 1567-1603 (2000) [Article, Abstract]


Conference Papers & Presentations (peer-reviewed conference papers in proceedings):

17. Y. Chu and J. Hahn. Selection of Parameter Sets and Design of Experiments for Estimation of Nonlinear Dynamic Systems. Proceedings of the 2008 IFAC World Congress, Seoul, Korea, pp. 5545-5550 (2008) [Paper, Abstract]

16. Z. Huang and J. Hahn. Fuzzy Modeling of Signal Transduction Networks. Proceedings of the 2008 IFAC World Congress, Seoul, Korea, pp. 15867-15872 (2008) Invited Presentation [Paper, Abstract]

15. Z. Huang, Y. Chu, F. Senocak, A. Jayaraman, and J. Hahn. Model Update of Signal Transduction Pathways in Hepatocytes based upon Sensitivity Analysis. Proceedings Foundations of Systems Biology 2007, Stuttgart, Germany, pp. 45-50 (2007) Plenary Presentation [Paper, Abstract]

14. A. McArdle, U. Kruger, T. Littler, and J. Hahn. Analysis of IL6 Signal Transduction Model using Reduced Rank Regression. Proceedings of the 2007 IEEE Conference on Systems and Control, Singapore (2007) [Paper, Abstract]

13. A.K. Singh and J. Hahn. Effect of Finite-Dimensional Approximations on Observability Analysis of Distributed Parameter Models. Proceedings of the DYCOPS 2007, Cancun, Mexico, Vol. 3, pp. 199-204 (2007) [Paper, Abstract]

12. A.K. Singh, A. Jayaraman, and J. Hahn. Effect of SHP-2, SOCS3, and PP2 on IL-6 Signal Transduction in Hepatocytes. Proceedings of the 2006 American Control Conference, Minneapolis, pp. 3771-3776 (2006) [Paper, Abstract]

11. A.K. Singh and J. Hahn. Sensor Location for Stable Nonlinear Systems: Placing Multiple Sensors. Proceedings Chemical Process Control 7, Lake Louise, Canada (2006) Best Contributed Paper Award [Paper, Abstract]

10. A.K. Singh, A. Jayaraman, and J. Hahn. Mathematical Model of IL-6 Signal Transduction in Hepatocytes. Proceedings Foundations of Systems Biology 2005, Santa Barbara, pp. 188-192 (2005) [Paper, Abstract]

9. S. Rajaraman, M.S. Mannan, and J. Hahn. A Parametric Approach to Robust State and Parameter Estimation for a Certain Class of Nonlinear Systems. Proceedings of the 2005 American Control Conference, Portland, pp. 3610-3615 (2005) Best Paper Presentation in Session Award [Paper, Abstract]

8. A.K. Singh and J. Hahn. On the Use of Empirical Gramians for Controllability and Observability Analysis. Proceedings of the 2005 American Control Conference, Portland, pp. 140-141 (2005) Best Paper Presentation in Session Award [Paper, Abstract]

7. C. Sun and J. Hahn. On the Use of Partial Least Squares (PLS) and Balancing for Nonlinear Model Reduction. Proceedings of the 2005 American Control Conference, Portland, pp. 2572-2577 (2005) Best Paper Presentation in Session Award [Paper, Abstract]

6. A. Singh and J. Hahn. Optimal Sensor Location for Nonlinear Dynamic Systems via Empirical Gramians. Proceedings of the DYCOPS 2004, Boston (2004) [Paper, Abstract]

5. J. Hahn, M. Monnigmann, and W. Marquardt. Robust Tuning of Feedback Linearizing Controllers via Bifurcation Analysis. Proceedings of the ADCHEM 2003, Hong-Kong, China, pp. 525-530 (2003) [Paper, Abstract]

4. M. Monnigmann , J. Hahn, and W. Marquardt. Towards Constructive Nonlinear Dynamics - Case Studies from Chemical Engineering. Proc. 4th Int. Symp. "Investigation of Nonlinear Dynamic Effects in Production Systems", Chemnitz, Germany (2003) [Slides, Abstract]

3. J. Hahn, U. Kruger, and T.F. Edgar. Application of Model Reduction for Model Predictive Control. Proceedings of the 2002 IFAC World Congress, Barcelona, Spain (2002) [Paper, Abstract]

2. R. Good, J. Hahn, T. Edison, and S.J. Qin. Drug Dosage Adjustment via Run-to-Run Control. Proceedings of the 2002 American Control Conference, Anchorage, pp. 4044-4049 (2002) [Paper, Abstract]

1. J. Hahn and T.F. Edgar. Reduction of Nonlinear Models using Balancing of Empirical Gramians and Galerkin Projections. Proceedings of the 2000 American Control Conference, Chicago, pp. 2864-2868 (2000) [Paper, Abstract]


Conference Presentations: (excluding the ones with proceedings)

29. Z. Huang, F. Senocak, A. Jayaraman, and J. Hahn. Quantitative Measurement Technique for Transcription Factor Profiles. AIChE 2008 Annual Meeting, Philadelphia, Pennsylvania (2008)

28. Y. Chu, Z. Huang, and J. Hahn. Analysis Procedure for Signal Transduction Pathways by Clustering Parameters According to their Sensitivity Profiles. AIChE 2008 Annual Meeting, Philadelphia, Pennsylvania (2008)

27. C.Y. Qu and J. Hahn. Computation of Arrival Cost for Moving Horizon Estimation via Unscented Kalman Filtering. AIChE 2008 Annual Meeting, Philadelphia, Pennsylvania (2008)

26. Y. Chu and J. Hahn. Parameter Set Selection Via Clustering of Parameters into Pair-Wise Indistinguishable Groups of Parameters. AIChE 2008 Annual Meeting, Philadelphia, Pennsylvania (2008)

25. Y. Chu, Z. Huang, and J. Hahn. Sensitivity Analysis for Parameter Estimation of Signal Transduction Networks. SIAM Conference on the Life Sciences, Montreal, Canada (2008) Invited Presentation

24. E.P. Gatzke and J. Hahn. Cache Virtual Process Control Book: Online Resources for Graduate Process Control Instruction. AIChE 2007 Annual Meeting, Salt Lake City, Utah (2007)

23. Y. Chu, R. Cox, M. Misra and J. Hahn. Parameter Set Selection for Estimation of Nonlinear Dynamic Systems. AIChE 2007 Annual Meeting, Salt Lake City, Utah (2007)

22. Y. Chu and J. Hahn. Analysis of Interactions among the Components in the Il-6 Signaling Pathways. AIChE 2007 Annual Meeting, Salt Lake City, Utah (2007)

21. Z. Huang and J. Hahn. Development and Comparison of Algorithms for Analysis of Fluorescent Images for Studying the Dynamics of Signal Transduction Pathways. AIChE 2007 Annual Meeting, Salt Lake City, Utah (2007)

20. P. Balbuena, J. Hahn, and V. Ugaz. Integrating Current Research Trends in Undergraduate Education. 2007 Engineering Education NSF Awardees Conference, Arlington, Virginia (2007)

19. C. Qu and J. Hahn. Process Monitoring and Parameter Estimation via Unscented Kalman Filtering. AIChE 2007 Spring National Meeting, Houston, Texas (2007)

18. Y. Chu and J. Hahn. Development of Parameter Sensitivity Analysis Technique for Studying Interactions among Parameters and Application to Systems Biology. 5th International Conference On Differential Equations and Dynamical Systems, Edinburg, Texas (2006) Invited Presentation

17. Y. Chu, A.K. Singh, A. Jayaraman, and J. Hahn. Sensitivity Analysis-Based Approach for Identifying Key Steps in Cell Signaling for Hepatocytes Stimulated by Il-6. AIChE 2006 Annual Meeting, San Francisco, California (2006)

16. A.K. Singh and J. Hahn. Computing Sensor Locations for Nonlinear Systems under the Influence of Disturbances. AIChE 2006 Annual Meeting, San Francisco, California (2006)

15. J. Brewer, A.K. Singh, M. Misra, and J. Hahn. Sensor Network Design Via Observability Analysis and Principal Component Analysis. AIChE 2006 Annual Meeting, San Francisco, California (2006)

14. J. Hahn. Nonlinear Model Reduction and its Application to Model Predictive Control. Conference on Adaptive Model Reduction Methods for PDE Constrained Optimization, Houston, Texas (2006) Invited Presentation

13. C. Sun and J. Hahn. Parameter Reduction for Nonlinear Models Based on Hankel Singular Values and Sensitivity Analysis. AIChE 2005 Annual Meeting, Cincinnati, Ohio (2005)

12. A.K. Singh and J. Hahn. Determining Sensor Locations for Stable Nonlinear Systems: the Multiple Sensor Case. AIChE 2005 Annual Meeting, Cincinnati, Ohio (2005)

11. A.K. Singh, A. Jayaraman, and J. Hahn. Mathematical Model of Il-6 Signal Transduction in Hepatocytes. AIChE 2005 Annual Meeting, Cincinnati, Ohio (2005)

10. U. Kruger, D. Antory, J. Hahn, G.W. Irwin, and G. McCullough. Introduction of a Nonlinearity Measure for Principal Component Models. Symposium on Modeling of Complex Processes, College Station, Texas (2005)

9. A.K. Singh and J. Hahn. State Estimation for High-Dimensional Chemical Processes. Symposium on Modeling of Complex Processes, College Station, Texas (2005)

8. S. Rajaraman, M.S. Mannan, and J. Hahn. Robust Fault Detection, Isolation, and Reconstruction for Nonlinear Processes with Parametric Uncertainties. AIChE 2004 Annual Meeting, Austin, Texas (2004)

7. A. Singh and J. Hahn. Determining Optimal Sensor Locations for Parameter Estimation via Covariance Matrices. AIChE 2004 Annual Meeting, Austin, Texas (2004)

6. C. Sun and J. Hahn. Nonlinear Model Reduction of DAE Systems. AIChE 2004 Annual Meeting, Austin, Texas (2004)

5. A. Singh and J. Hahn. Reduced-Order Observers for High-Dimensional Chemical Processes. AIChE 2004 Annual Meeting, Austin, Texas (2004)

4. J. Hahn, M. Monnigmann, and W. Marquardt. Determining the Effect of Model Uncertainty on Controller and Observer Design via Bifurcation Analysis. AIChE 2003 Annual Meeting, San Francisco, California (2003)

3. J. Hahn. Nonlinear Model Reduction and its Application to Model Predictive Control. Model Reduction for Process Control Workshop, Lund, Sweden (2002) Invited Presentation

2. J. Hahn and T.F. Edgar. Nonlinearity Quantification and Model Classification using Gramians and other Covariance Matrices. AIChE 2001 Annual Meeting, Reno, Nevada (2001)

1. J. Hahn, S. Lextrait, and T.F. Edgar. Nonlinear Balanced Model Residualization via Neural Networks. AIChE 2000 Annual Meeting, Los Angeles, California (2000)


Book Reviews & Editorials:

4. J. Hahn. Review: Introduction to Process Control. Journal of Process Control 17, No. 2, pp. 187-188 (2007). [Article]

3. J. Hahn. Review: Handbook of PI and PID Controller Tuning Rules. IEEE Control Systems Magazine 26, No. 1, pp. 92-93 (2006) [Article]

2. G. Froment, M. El-Halwagi, J. Hahn, and M.S. Mannan. Foreword: Selected Papers Presented at the Symposium on Modeling of Complex Processes. Computers and Chemical Engineering 29, No. 11-12, pp. 2265 (2005) [Article]

1. J. Hahn. Review: Handbook of PI and PID Controller Tuning Rules. Journal of Process Control 14, No. 5, pp. 591 (2004) [Article]

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