Baris Burnak

Ph.D. Student baris.burnak@tamu.edu

Publications

  1. Burnak*, B.; Katz*, J.; Pistikopoulos, E. N. A Space Exploration Algorithm for Multiparametric Programming via Delaunay Triangulation. Optimization and Engineering 2021, 22 (1), 555-579.
  2. Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Simultaneous Design & Control of a Reactive Distillation System - A Parametric Optimization & Control Approach. Chemical Engineering Science 2021, 116232.
  3. Pappas, I.; Avraamidou, S.; Katz, J.; Burnak, B.; Beykal, B.; Turkay, M.; Pistikopoulos, E. N. Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach. Industrial & Engineering Chemistry Research 2021, 60 (23), 8493-8503.
  4. Onel, M.; Burnak, B.; Pistikopoulos, E. N. Integrated Data-Driven Process Monitoring and Explicit Fault-Tolerant Multiparametric Control. Industrial & Engineering Chemistry Research 2020, 59, 2291-2306.
  5. Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. A Systematic Framework for the Synthesis of Operable Process Intensification Systems - Reactive Separation Systems. Computers & Chemical Engineering 2020, 134, 106675.
  6. Burnak, B; Diangelakis, N. A.; Pistikopoulos, E. N. Integrated process design and operational optimization via multi-parametric programming; Morgan & Claypool Publishers, 2020, 2020.
  7. Burnak, B.; Pistikopoulos, E. N. Integrated process design, scheduling, and model predictive control of batch processes with closed-loop implementation. AIChE Journal 2020, 66 (10), e16981.
  8. Tso, W. W.; Burnak, B.; Pistikopoulos, E. N. HY-POP: Hyperparameter Optimization of Machine Learning Models Through Parametric Programming. Computers & Chemical Engineering 2020, 139, 106902.
  9. Gordon, C. A. K.; Burnak, B.; Onel, M.; Pistikopoulos, E. N. Data-Driven Prescriptive Maintenance: Failure Prediction using Ensemble Support Vector Classification for Optimal Process and Maintenance Scheduling. Industrial & Engineering Chemistry Research 2020, 58, 19607-19622.
  10. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Shah, N.; Pistikopoulos, E. N. Assisting continuous biomanufacturing through advanced control in downstream purification. Computers & Chemical Engineering, Special Issue 2019, 125, 232-248.
  11. Burnak, B.; Diangelakis, N. A.; Katz, J.; Pistikopoulos, E. N. Integrated process design, scheduling, and control using multiparametric programming. Computers & Chemical Engineering, Special Issue 2019, 125, 164-184.
  12. Tian, Y.; Pappas, I. S.; Katz, J.; Burnak, B.; Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E. N. Towards a systematic framework for the synthesis of operational process intensification systems - Application to reactive distillation systems. 29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29); Elsevier, 2019; pp 73-78.
  13. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of a dual mode separation process via multi-parametric Model Predictive Control. 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2019); 2019; pp 988-993.
  14. Burnak, B.; Diangelakis, N. A.; Pistikopoulos, E. N. Towards the grand unification of process design, control, and scheduling - Utopia or reality?. Processes 2019, 7 (7), 461.
  15. Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of Small-Scale Chromatographic Systems under Disturbances. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019;, IFAC-PapersOnLine 47 pp 269-274.
  16. Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Simultaneous Process Scheduling and Control: A Multiparametric Programming Based Approach. Industrial & Engineering Chemistry Research 2018, 57 (11), 3963-3976.
  17. Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Integration of Design, Scheduling, and Control of Combined Heat and Power Systems: A Multiparametric Programming Based Approach. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 2203-2208.
  18. Katz, J.; Burnak, B.; Pistikopoulos, E. N. The Impact of Model Approximation in Multiparametric Model Predictive Control. Chemical Engineering Research and Design 2018, 139, 211-223.
  19. Diangelakis, N. A.; Burnak, B.; Pistikopoulos, E. N. A multi-parametric programming approach for the simultaneous process scheduling and control - Application to a domestic cogeneration unit. Foundations of Computer Aided Process Operations / Chemical Process Control; 2017.
  20. Diangelakis, N. A.; Burnak, B.; Katz, J. P.; Pistikopoulos, E. N. Process Design and Control optimization: A simultaneous approach by multi-parametric programming. AIChE Journal 2017, 63 (11), 4827-4846.
  21. Diangelakis, N. A.; Burnak, B.; Pistikopoulos, E. N. Design, scheduling and control: A simultaneous approach by multi-parametric programming. Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting; AIChE, 2016; pp 145-147.

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