Publications

  1. Jie Qi, Stevan Dubljevic, Weijian Kong, “Output feedback control with measurement delay for a first-order hyperbolic PIDE system with recycle”, Automatica, 2021.
  2. Junyao Xie, L. Zhang, Q. Zheng, X. Liu, S. Dubljevic, H. Zhang, “Strain demand prediction of buried steel pipeline at strike-slip fault crossings: a surrogate model approach”, Earthquakes and Structures, An International Journal, 2021.
  3. Junyao Xie, Biao Huang and Stevan Dubljevic, “Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference”, IEEE Transactions on Knowledge and Data Engineering, 2021.
  4. Junyao Xie, Stevan Dubljevic, “Discrete-time Modelling and Output Regulation of Gas Pipeline Network”, Journal of Process Control, 2020.
  5. Azzam Hazim, Belhamadia, Y., S. Dubljevic, “A Simulation Study of the Role of Mechanical Stretch in Arrhythmogenesis during Cardiac Alternans”, Biophysics Journal, 2020
  6. Yaru Yang, Stevan Dubljevic, Shaoyuan Li, “Economic Model Predictive Control for Transport- Reaction Systems with Target Profiles”, Control Engineering Practice, 2020.
  7. Guilherme Ozorio Cassol, Stevan Dubljevic, “Hyperbolicity of transport-reaction pro- cesses”, AIChE Journal, 2020.
  8. Xiaodong Xu, Stevan Dubljevic, “Robust State Estimation for Positive Real Infinite Dimen- sional Systems with Actuator and Sensor faults”, IEEE Systems Journal, 2020.
  9. Seyedhamidreza Khatibi, Guilherme Ozorio Cassol, Stevan Dubljevic, “Model Predictive Control of non-isothermal axial dispersion reactor with recycle”, Computers and Chemical Engineering, provisionally accepted Oct., 2020.
  10. Junyao Xie, Charles Koch, Stevan Dubljevic, Discrete-time Model-Based Output Regulation of Fluid Flow Systems, European Journal of Control, 2020.
  11. Xiaodong Xu, Stevan Dubljevic, “ Robust tracking control of column froth flotation process with an unknown disturbance”, AIChE Journal, 2020.
  12. Zhang Lu, Junyao Xie, Charles Koch, Stevan Dubljevic, “Model Predictive Control of Jacket Tubular Reactor with Reversible Exothermic Reaction”, Industrial & Engineering Chemistry Research, 2020.
  13. Junyao Xie, Charles Koch, Stevan Dubljevic, ``Discrete Output regulator design for Linear Distributed Parameter Systems", International Journal of Control, 2020.
  14. Xiaodong Xu, Yuncheng Du, Stevan Dubljevic,  ``Observer canonical form based robust fault detection and estimation for hyperbolic spatiotemporal dynamic systems'', IET Cyber-systems and Robotics, 2020.
  15. Guilherme Ozorio Cassol, Stevan Dubljevic, "Discrete Output Regulator Design for the linearized Saint-Venant-Exner model", special issue "Redesign Processes in the Age of the Fourth Industrial Revolution", Processes, 2020.
  16. Xiaodong Xu, Stevan Dubljevic, "Robust output tracking for linear regular MISO infinite dimensional systems", TAC, submitted, 2020.
  17. Junyao Xie, Biao Huang and Stevan Dubljevic, Transfer Learning for Dynamic Feature Extraction Using Variational Bayesian Inference, IEEE TKDE, Submitted, 2020.
  18. Seyedhamidreza Khatibi,Guilherme Ozorio Cassol, Stevan Dubljevic, Linear Model Predictive Control for a Coupled CSTR and Axial Dispersion Tubular Reactor with Recycle, Mathematics 2020, 8(5), 711; https://doi.org/10.3390/math8050711 (registering DOI)
  19. Stevan Dubljevic, Jukka-Pekka Humaloja, ``Model Predictive Control for Regular Linear Systems'', Automatica, 2020. free to download until 25 of July at https://authors.elsevier.com/a/1bBJY1AMv1YKu
  20. Xiaodong Xu, et all, ``Observer canonical form based robust fault detection and estimation for hyperbolic spatiotemporal dynamic systems'', International Journal of Robust and Nonlinear Control, submitted, 2019.
  21. Xiaodong Xu, et all, ``Output Regulation of Linearized Column Froth Flotation Process'', IEEE Transactions on Control Systems Technology, 2020.
  22. Junyao Xie, Stevan Dubljevic, ''Discrete-time Kalman Filter Design for Linear Infinite-dimensional Systems'', Process Systems Engineering à la Canada, https://www.mdpi.com/journal/processes/special_issues/process_system, Processes, May 2019.
  23. Xiaodong Xua, Yuan Yuanb, Meiling Wangc, Mengyin Fud, Stevan Dubljevic, ``Fault detection and estimation for a class of PIDE systems based on boundary observers'', International Journal of Robust and Nonlinear Control, 2019. https://doi.org/10.1002/rnc.4700
  24. Feng Liu, Wenhe Wang, Faisal Khan, Stevan Dubljevic, Jun Yi, Dr. Jiang Xu, "Analysis on accident-causing factors of urban buried gas pipeline network by combining DEMATEL, ISM and BN methods", Journal of Loss Prevention in the Process Industries, 2019.
  25. Guilherme Ozorio Cassol, Dong Ni and Stevan Dubljevic, ''Heat Exchanger System Boundary Regulation", AIChE Journal, 2019. https://doi.org/10.1002/aic.16623
  26. Azzam Hazim, Youssef Belhamadia, and Stevan Dubljevic, "Effects of mechano-electrical feedback on the onset of alternans: A computational study", Chaos, 2019. https://doi.org/10.1063/1.5095778
  27. Junyao Xie, Zhang Laibin, Stevan Dubljevic, ``Discrete Output Feedback Regulator Design for Heterodirectional Hyperbolic Pipeline Systems'', JPC, 2019.
  28. Guilherme Ozorio Cassol, Stevan Dubljevic, "Dynamical Analysis and Model Predictive Control of an Auto-Thermal Reactor", Industrial & Engineering Chemistry Research, 2019. https://doi.org/10.1021/acs.iecr.9b00785
  29. Junyao Xie, Xiaodong Xu, Stevan Dubljevic, "Long range pipeline leak detection and localization using discrete observer and SVM regression'', AIChE Journal, 2019. https://doi.org/10.1002/aic.16532
  30. Yahui Tian, Xiaoli Luan, Fei Liu, Stevan Dubljevic, ``Model Predictive Control of Mineral Column Flotation Process'', Special Issue "New Directions on Model Predictive Control, A special issue of Mathematics (ISSN 2227-7390).
  31. Xiaodong Xu, Stevan Dubljevic, "Output regulation boundary control of first-order coupled linear MIMO hyperbolic PIDE systems," International Journal of Control, 2018, https://doi.org/10.1080/00207179.2018.1475749.
  32. Xiaodong Xu, Stevan Dubljevic, "Boundary observer design for a class of semi-linear hyperbolic PDE systems with recycle loop'', International  Journal of Control, 2019, https://doi.org/10.1080/00207179.2019.1632490.
  33. Junyao Xie, Qingqing Xu, Dong Ni and Stevan Dubljevic, "Observer and Filter Design for Linear Transport-Reaction Systems'', European Journal of Control,  2019.
  34. Xiaodong Xu, Yuan Yuan, Stevan Dubljevic, "Receding horizon optimal operation and control of a solar-thermal district heating system'', AIChE Journal, 2017.
  35. Xiaodong Xu, Stevan Dubljevic, ``Optimal tracking control for a class of boundary controlled linear coupled hyperbolic PDE systems: Application to plug flow reactor with temperature output feedback'', European Journal of Control,  2017. (Most Downloaded European Journal of Control Articles. The most downloaded articles from European Journal of Control in the last 90 days, July 2018. https://www.journals.elsevier.com/european-journal-of-control/most-downloaded-articles)
  36. Hazim Azzam, Belhamadia Youssef, Dubljevic Stevan, ``Study on the mechanical perturbation control of cardiac alternans'', Physical Review E, https://link.aps.org/doi/10.1103/PhysRevE.97.052407, 2018.
  37. Qingqing Xu, Stevan Dubljevic, ``Model Predictive Control of Solar Thermal System with Borehole Seasonal Storage'', Computers & Chemical Engineering, Volume 101, 9 June 2017, Pages 59-72.
  38. Qingqing Xu, I. Aksikas, S. Dubljevic, ``Single-step Full State Feedback Control Design for Nonlinear Hyperbolic PDEs'',  International Journal of Control, 2017.
  39. Halas Pakravesh, I. Aksikas, M. Votsmeier, S. Dubljevic, R. E. Hayes, F. Forbes, ``Characteristics-based Model Predictive Control of Selective Catalytic Reduction in Diesel-Powered Vehicles '', Journal of Process Control, Volume 47, November 2016, Pages 98–110, 2016.
  40. Qingqing, Xu, S. Dubljevic, "Modelling and control of solar thermal system with borehole seasonal storage", Renewable Energy, 2016.
  41. Xiaodong Xu, Stevan Dubljevic, "Output regulation for a class of linear boundary controlled hyperbolic PIDE systems'',  Automatica, 2017.
  42. Xiaodong Xu, Stevan Dubljevic, "Output and error feedback regulator designs for linear infinite-dimensional systems", Automatica, 2017.Automatica
  43. Qingqing, Xu, S. Dubljevic,``Linear Model Predictive Control for Transport-Reaction Processes'',Xu_et_al-2017-AIChE_Journal,2016. http://dx.doi.org/10.1002/aic.15592
  44. Xu Xiaodong, S. Dubljevic, ``Single-step boundary observer design for a class of time-varying hyperbolic PIDEs'', IJRNC.
  45. Xu Xiaodong, S. Dubljevic, ``State feedback regulator for countercurrent heat exchanger '', EJCON Paper, 2016.
  46. Xu Xiaodong, Seppo Pohjolainen, S. Dubljevic, ``Finite dimensional output regulator for a class of hyperbolic systems'', International Journal of Control, 2017.
  47. Xu X., Biao Huang, S. Dubljevic, Optimal continuous-time state estimation for linear finite and infinite-dimensional chemical process systems with state constraints, Journal of Process Control,  2015. Optimal-State-estimation
  48. Khushaal Popli, Masih Sekhavat, Artin Afacan, Stevan Dubljevic, Qi Liu, Vinay Prasad, ''Dynamic Modeling and Real-time Monitoring of Froth Flotation'',  Minerals, 2015.
  49. Leily Mohammadi, Ilyasse Aksikas, Stevan Dubljevic, Fraser Forbes, ``Optimal boundary control of coupled parabolic PDE-ODE systems using infinite dimensional representation'', Journal of Process Control, 2015. Boundary-optimal-control-JPC
  50. Xu X., S. Dubljevic, ``Output regulation problem for a class of regular hyperbolic systems'', International Journal of Control, 2015. IJC
  51. Hazim, A., Belhamadia, Y., S. Dubljevic, ``Control of Cardiac Alternans in an Electromechanical Model of Cardiac Tissue", Computers in Biology and Medicine, 2015. Alternans-MEF-control
  52. ``PDE Backstepping Control of One-Dimensional Heat Equation with Time-Varying Domain",  Izadi, M., Abdollahi, J., S. Dubljevic, Automatica, 2015. 1-s2.0-S0005109815000345-main
  53. ``Backstepping output-feedback control of moving boundary parabolic PDEs", Mojtaba Izadi, Stevan Dubljevic,  European Journal of Control, 2014. EJC-Bacstepping-output-observer
  54. `` Low-Order Optimal Regulation of Parabolic PDEs with Time-Dependent Domain'', Mojtaba Izadi, Stevan Dubljevic, AIChE Journal, 2014.
  55. ``Dynamical Analysis of Melt Flow in Bridgman process'', Mojtaba Izadi, Youssef Belhmadia, Stevan Dubljevic, Ind. Eng. Chem. Res., 2014.
  56. ``Model Predictive Temperature Tracking in Crystal Growth Processes'', Javad Abdollahi, Mojtaba Izadi, Stevan Dubljevic, Computers & Chemical Engineering, 2014. 1-s2.0-S0098135414002683-main
  57. ``Model predictive control of axial dispersion chemical reactor'', Liu Liu, Biao Huang, Stevan Dubljevic, Journal of Process Control, 2014.
  58. ``Control of cardiac alternans by mechanical and electrical feedback", Felicia Yapari, Dipen Deshpande, Youssef Belhamadia, Stevan Dubljevic, 1 July 2014 issue of Physical Review E (Vol.90, No.1): http://link.aps.org/doi/10.1103/PhysRevE.90.012706.  Physica Review E.90.012706
  59. ``Linear matrix inequalities (LMIs) observer and controller design synthesis for parabolic PDE", Yu Yang, Stevan Dubljevic, European Journal of Control, 2014, dx.doi.org/10.1016/j.ejcon.2014.05.002
  60. ``Temperature distribution reconstruction in the Czochralski crystal growth process", Javad Abdollahi, Mojtaba Izadi, Stevan Dubljevic, AIChE Journal, 2014. http://onlinelibrary.wiley.com/doi/10.1002/aic.14486/abstract
  61. ``LQ (Optimal) Control of Hyperbolic PDAEs", Alizadeh Moghadam Amir, Aksikas Ilyasse, Dubljevic Stevan, Fraser Forbes, International Journal of Control, 2013.
  62. ``Optimal control of an advection-dominated catalytic fixed-bed reactor with catalytic deactivation", Leily Mohammadi, Ilyasse Aksikas, Youssef Belhmadia, Stevan Dubljevic, Fraser Forbes, Journal of Process Control, 2013,http://dx.doi.org/10.1016/j.jprocont.2013.09.016.
  63. ``Boundary control synthesis for a lithium-ion battery thermal regulation problem'', James Ng, Stevan Dubljevic, AIChE Journal, 2013, doi: 10.1002/aic.14183
  64. ``Order-reduction of parabolic PDEs with time-varying domain using empirical eigenfunctions", Mojtaba Izadi, Stevan Dubljevic, AIChE Journal, 2013, 10.1002/aic.14152
  65. ``Control of parabolic PDEs with time-varying spatial domain: Czochralski crystal growth process", James Ng, I. Aksikas, S. Dubljevic,  International Journal of Control, 2013.http://dx.doi.org/10.1080/00207179.2013.786187
  66. ``Boundary model predictive control of thin film thickness modelled by the Kuramoto-Sivashinsky equation with input and state constraints", Yu Yang, S. Dubljevic, Journal of Process Control, 2013.http://dx.doi.org/10.1016/j.jprocont.2013.03.009
  67. ``Boundary optimal (LQ) control of coupled hyperbolic PDEs and ODEs", Alizadeh Moghadam, A., Aksikas, I., Dubljevic, S., Forbes, F., Automatica, 2012. http://dx.doi.org/10.1016/j.automatica.2012.11.016
  68. ``Lipid Production Optimization and Optimal Control of Heterotrophic Microalgae Fed-batch Bioreactor", Javad Abdollahi, Stevan Dubljevic, Chemical Engineering Science,2012, http://dx.doi.org/10.1016/j.ces.2012.09.005. 1-s2.0-S0009250912005726-main
  69. ``Infinite-dimensional LQ optimal control of a dimethyl ether (DME) catalytic distillation column'',  Amir, Alizadeh, Aksikas, I., Dubljevic, S., Forbes, F., Journal of Process Control,Volume 22, Issue 9, October 2012, Pages 1655–1669,  2012.
  70. ``LQ-boundary control of reaction-diffusion systems",L. Mohammadia*, I. Aksikasab, S. Dubljevica & J.F. Forbesa,  International Journal of Control, vol 85, issue 2, 2012.
  71. ``Analysis of melt flow mixing in Czochralski crystal growth process", Izadi, Mojtaba; Dubljevic,  Industrial & Engineering Chemistry Research, Ind. Eng. Chem. Res., 2012, 51 (25), pp 8675–8683 2012.
  72. ``Optimal control of convection–diffusion process with time-varying spatial domain: Czochralski crystal growth", James Ng, Stevan Dubljevic,  Journal of Process Control, Volume 21, Issue 10, December 2011, Pages 1361-1369.1-s2.0-S0959152411001600-main
  73. ``Optimal boundary control of a diffusion–convection-reaction PDE model with time-dependent spatial domain: Czochralski crystal growth process", James Ng, Stevan Dubljevic, Chemical Engineering Science, Volume 67, Issue 1, 1 January 2012, Pages 111-119.
  74. ``Boundary model predictive control of Kuramoto–Sivashinsky equation with input and state constraints,'' Stevan Dubljevic, Computers & Chemical Engineering, Volume 34, Issue 10, 12 October 2010, Pages 1655-1661.
  75. ``Model predictive control of Kuramoto–Sivashinsky equation with state and input constraints'', Stevan Dubljevic, Chemical Engineering Science, Volume 65, Issue 15, 1 August 2010, Pages 4388-4396.
  76. ``Optimal boundary control of cardiac alternates", Dubljevic S.,  International  Journal of  Robust & Nonlinear Control, 19, 135 --150, 2009.
  77. ``Optimal mechano-electric stabilization of cardiac alternans", Dubljevic, S. and P. D. Christofides, Chem. Eng. Scien., 63, 5452  -- 5433, 2008.
  78. ``Studies on feedback control of cardiac alternates", Dubljevic, S.,Shien-Fong Lin and P. D. Christofides,  Comp. & Chem. Eng., 32, 2086  -- 2098, 2008.
  79. ``Constraints driven actuation policies for diffusion-reaction processes with collocated actuators and sensors", Dubljevic, S.,  Ind. & Chem. Eng. Res., 47, 105  -- 115, 2008.
  80. ``Predictive Control of Parabolic PDEs with State and Control Constraints", Dubljevic Stevan,  Nael H. El-Farra, Prashant Mhaskar and  Panagiotis D. Christofides, International Journal of  Robust & Nonlinear Control, 16, 794-772,  2005.
  81. ``Predictive Output Feedback Control of Parabolic PDEs", Dubljevic Stevan and Panagiotis D. Christofides, Industrial  & Chemical  Engineering  Research,  2006.
  82. ``Boundary Predictive Control of Parabolic PDEs" , Dubljevic Stevan and Panagiotis D. Christofides, Chemical Engineering Science, volume 61, Issue 18, 2006, pp. 6239-6248.
  83. ``Model predictive control of diffusion-reaction processes", Dubljevic Stevan, Chemical Industry & Chemical Engineering Quarterly, Vol.11, (1),10-19, 2005.
  84. ``Predictive Control of Transport-Reaction Processes", Dubljevic Stevan, Nael H. El-Farra, Prashant Mhaskar and  Panagiotis D. ChristofidesComputers & Chemical Engineering , 29, Issue 11-12, October 2005, pp2335-2345.
  85. ``Distributed nonlinear control of diffusion-reaction processes", Dubljevic Stevan,  Panagiotis D. Christofides and Ioannis G. Kevrekidis,  International Journal of robust and nonlinear control, Volume 14,  Issue 2, pages 133–156, 24 January 2004.
  86. ``A new Lyapunov design approach for nonlinear systems based on Zubov's method", Dubljevic Stevan and Nikolaos Kazantzis, Automatica, 38, 1999-2007, 2002.

 

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