Publications

 

Journal Papers

  1. Mu, B., and Scott, J.K., “Set-based fault diagnosis for uncertain nonlinear systems,” Computers & Chemical Engineering, 180, 108479 (2024)

  2. Weber, D.J., Mathias, R., Lively, R.P., Scott, J.K., “Improved numerical methods for simulating complex mixture transport across asymmetric polymer membranes using a Maxwell-Stefan model,” Journal of Membrane Science, 121995 (2023)

  3. Lee, Y.J., Chen, L., Nistane, J., Jang, H.Y., Weber, D.J., Scott, J.K., Rangnekar, N.D., Marshall, B.D., Li, W., Johnson, J.R., Bruno, N.C., Finn, M.G., Ramprasad, R., and Lively, R.P., “Data-driven predictions of complex organic mixture permeation in polymer membranes,” Nature Communications, 14, 4931 (2023)

  4. Yang, X., Mu, B., Robertson, D.L., and Scott, J.K., “Guaranteed safe path and trajectory tracking via reachability analysis using differential inequalities,” Journal of Intelligent & Robotic Systems, 108, 78 (2023)

  5. Kim, T., and Scott, J.K., “Dynamic modeling and simulation of pressure swing adsorption processes using toPSAil,” Computers & Chemical Engineering, 176, 108309 (2023)

  6. Ye, J., and Scott, J.K., “Extended McCormick relaxation rules for handling empty arguments representing infeasibility,” Journal of Global Optimization, 87, 57–95 (2023)

  7. Cheng, P., Thierry, D.M., Hendrix, H., Dombrowski, K.D., Sachde, D.J., Realff, M.J., and Scott, J.K., “Modeling and optimization of carbon-negative NGCC plant enabled by modular direct air capture,” Applied Energy, 341, 121076 (2023)

  8. Mu, B., Yang, X., and Scott, J.K., “Comparison of advanced set-based fault detection methods with classical data-driven and observer-based methods for uncertain nonlinear processes,” Computers & Chemical Engineering, 166, 107975 (2022)

  9. Mathias, R., Weber, D.J., Thompson, K.A., Marshall, B.D., Finn, M.G., Scott, J.K., and Lively, R.P., “Framework for predicting the fractionation of complex liquid feeds via polymer membranes,”Journal of Membrane Science, 640, 119767 (2021)

  10. Shen, K., Robertson, D.L., and Scott, J.K., “Tight reachability bounds for constrained nonlinear systems using mean value differential inequalities,” Automatica, 134, 109911 (2021)

  11. Rego, B.S., Scott, J.K., Raimondo, D.M., and Raffo, G.V., “Set-valued state estimation of nonlinear discrete-time systems with nonlinear invariants based on constrained zonotopes,” Automatica, 129, 109638 (2021)

  12. Chen, C., Gorensek, M., Scott, J.K., and Pavlou-Rivera, I., “Process Modeling of Intensified Chemical Processes,” Chemical Engineering Progress Magazine (2020)

  13. Shen, K. and Scott, J.K., “Exploiting Nonlinear Invariants and Path Constraints to Achieve Tighter Reachable Set Enclosures Using Differential Inequalities,” Mathematics of Control, Signals, and Systems, In Press (2020)

  14. Yang, X. and Scott, J.K., “Accurate Uncertainty Propagation for Discrete-Time Nonlinear Systems Using Differential Inequalities with Model Redundancy,” IEEE Transactions on Automatic Control, In Press (2020)

  15. Rego, B.S., Raffo, G.V., Scott, J.K., and Raimondo, D.M.*, “Guaranteed Methods Based on Constrained Zonotopes for Set-Valued State Estimation of Nonlinear Discrete-Time Systems,” Automatica, 111, 108614 (2020)

  16. Liu, J., Laird, C.D., Scott, J.K., Watson, J.-P, and Castillo, A., “Global Solution Strategies for the Network-Constrained Unit Commitment Problem with AC Transmission Constraints,” IEEE Transactions on Power Systems, 34(2), 1139-1150 (2019)

  17. Schaber, S.D., Scott, J.K., and Barton, P.I., “Convergence-order Analysis for Differential- Inequalities-Based Bounds and Relaxations of the Solutions of ODEs,” Journal of Global Optimization, 73(1), 113-151 (2019)

  18. Yang, X. and Scott, J.K., “A Comparison of Zonotope Order Reduction Techniques,”Automatica, 95, 378-384 (2018)

  19. Shao, Y. and Scott, J.K., “Convex Relaxations for Global Optimization Under Uncertainty Described by Continuous Random Variables,” AIChE Journal, 64(8), 3023-3033 (2018)

  20. Shen, K. and Scott, J.K., “Rapid and Accurate Reachability Analysis for Nonlinear Dynamic Systems by Exploiting Model Redundancy,” Computers and Chemical Engineering, 106, 596- 608 (2017)

  21. Hakizimana, A. and Scott, J.K., “Differentiability Conditions for Stochastic Hybrid Systems with Application to the Optimal Design of Microgrids,” Journal of Optimization Theory and Applications, 173, 658-682 (2017)

  22. Raimondo, D.M., Marseglia, G.R, Braatz, R.D., Scott, J.K., “Closed-Loop Input Design for Guaranteed Fault Diagnosis using Set-Valued Observers,” Automatica, 74, 107-117 (2016)

  23. Scott, J.K., Raimondo, D.M., Marseglia, G.R, and Braatz, R.D., “Constrained Zonotopes: A New Tool for Set-Based Estimation and Fault Detection,” Automatica, 69, 126-136 (2016)

  24. Polo-Garzon, F., Scott, J.K., Bruce, D.A., “Microkinetic Model for the Dry Reforming of Methane on Rh Doped Pyrochlore Catalysts,” J. Catalysis, 340, 196-204 (2016)

  25. Dix, S.T., Scott, J.K., Getman, R.B., Campbell, C.T., “Using Degrees of Rate Control to Improve Selective n-Butane Oxidation over Model MOF-Encapsulated Catalysts: Sterically- Constrained Ag3Pd(111),” Faraday Discussions, 188, 21-38 (2016)

  26. Harwood, S.M., Scott, J.K., and Barton, P.I., “Bounds on Reachable Sets using Ordinary Differential Equations with Linear Programs Embedded,” IMA J. Mathematical Control and Information, 33, 519-541 (2016)

  27. Wechsung, A., Watson, H., Scott, J.K., and Barton, P.I., “Reverse Propagation of McCormick Relaxations,” J. Global Optimization, 63, 1-36 (2015)

  28. Scott, J.K. and Barton, P.I., “Reachability Analysis and Deterministic Global Optimization of DAE Models,” Surveys in Differential-Algebraic Equations III, 61-116 (2015)

  29. Stuber, M.D., Scott, J.K., and Barton, P.I., “Convex and Concave Relaxations of Implicit Functions,” Optimization Methods and Software, 30, 424-460 (2015)

  30. Scott, J.K., Findeisen, R., Braatz, R.D., and Raimondo, D.M., “Input Design for Guaranteed Fault Diagnosis Using Zonotopes,” Automatica, 50, 1580-1589 (2014)

  31. Scott, J.K., and Barton, P.I., “Convex and Concave Relaxations for the Parametric Solutions of Semi-Explicit Index-One Differential-Algebraic Equations,” Journal of Optimization Theory and Applications, 156, 617-649 (2013)

  32. Scott, J.K., and Barton, P.I., “Interval Bounds on the Solutions of Semi-Explicit Index-One DAEs. Part 1: Analysis,” Numerische Mathematik, 125, 1-25 (2013)

  33. Scott, J.K., and Barton, P.I., “Interval Bounds on the Solutions of Semi-Explicit Index-One DAEs. Part 2: Computation,” Numerische Mathematik, 125, 27-60 (2013)

  34. Scott, J.K., and Barton, P.I., “Bounds on the Reachable Sets of Nonlinear Control Systems,”Automatica, 49, 93-100 (2013)

  35. Scott, J.K., and Barton, P.I., “Improved Relaxations for the Parametric Solutions of ODEs using Differential Inequalities,” Journal of Global Optimization, 57, 143-176 (2013)

  36. Scott, J.K., Chachuat, B., and Barton, P.I., “Nonlinear Convex and Concave Relaxations for the Solutions of Parametric ODEs,” Optimal Control Applications and Methods, 34, 145-163 (2013)

  37. Scott, J.K., Stuber, M.D., and Barton, P.I., “Generalized McCormick Relaxations,” Journal of Global Optimization, 51, 569-606 (2011)

  38. Scott, J.K., and Barton, P.I., “Tight, Efficient Bounds on the Solutions of Chemical Kinetics Models,” Computers and Chemical Engineering, 34, 717-731 (2010)

Refereed Conference Proceedings

  1. Shen, K. and Scott, J.K., “Mean Value Form Enclosures for Nonlinear Reachability Analysis,”Proceedings of the 57th IEEE Conference on Decision and Control (2018)

  2. Yang, X. and Scott, J.K., “Accurate Set-Based State Estimation for Nonlinear Discrete-Time Systems using Differential Inequalities with Model Redundancy,” Proceedings of the 57th IEEE Conference on Decision and Control (2018)

  3. Shao, Y., Robertson, D., and Scott, J.K., “Convex Relaxations for Nonlinear Stochastic Optimal Control Problems,” Proceedings of the 2018 American Control Conference (2018)

  4. Yang, X. and Scott, J.K., “Efficient Reachability Bounds for Discrete-Time Nonlinear Systems by Extending the Continuous-Time Theory of Differential Inequalities,” Proceedings of the 2018 American Control Conference (2018)

  5. Shen, K. and Scott, J.K., “Tight Reachability Bounds for Nonlinear Systems using Nonlinear and Uncertain Solution Invariants,” Proceedings of the 2018 American Control Conference (2018)

  6. Marseglia, G.R., Scott, J.K., Magni, L., Braatz, R.D., and Raimondo, D.M., “A Hybrid Stochastic-Deterministic Approach for Active Fault Diagnosis Using Scenario Optimization,”Proceedings of the 19th IFAC World Congress (2014)

  7. Scott, J.K., Marseglia, G.R., Magni, L., Braatz, R.D., and Raimondo, D.M., “A Hybrid Stochastic-Deterministic Input Design Method for Active Fault Diagnosis,” Proceedings of the 52nd IEEE Conference on Decision and Control (2013)

  8. Raimondo, D.M., Marseglia, G.R., Braatz, R.D., and Scott, J.K., “Fault-Tolerant Model Predictive Control with Active Fault Isolation,” Proceedings of the 2nd International Conference on Control and Fault Tolerant Systems, 444-449 (2013)

  9. Harwood, S., Scott, J.K., and Barton, P.I., “Bounds on Reachable Sets Using Ordinary Differential Equations with Linear Programs Embedded,” Proceedings of the 9th IFAC Symposium on Nonlinear Control, 9, 62-67 (2013)

  10. Raimondo, D.M., Braatz, R.D., Scott, J.K., “Active Fault Diagnosis using Moving Horizon Input Design,” Proceedings of the 2013 European Control Conference, 3131-3136 (2013)

  11. Scott, J.K., Raimondo, D.M., Findeisen, R., and Braatz, R.D., “Design of Active Inputs for Set- Based Fault Diagnosis,” Proceedings of the 2013 American Control Conference, 3567-3572 (2013)

  12. Scott, J.K. and Barton, P.I., “Convex Relaxations for Nonconvex Optimal Control Problems,”Proceedings of the 50th IEEE Conference on Decision and Control, 1042-1047 (2011)

  13. Scott, J.K. and Barton, P.I., “Convex Enclosures for the Reachable Sets of Nonlinear Parametric Ordinary Differential Equations,” Proceedings of the 49th IEEE Conference on Decision and Control, 5695-5700 (2010)

  14. Scott, J.K. and Barton, P.I., “Tight, Efficient Bounds on the Solutions of Chemical Kinetics Models,” Proceedings of the 19th European Symposium on Computer Aided Process Engineering, 26, 937-941 (2009)