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Baris Burnak
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Process design and control optimization: A simultaneous approach by multi‐parametric programming
NA Diangelakis, B Burnak, J Katz, EN Pistikopoulos
AIChE Journal 63 (11), 4827-4846, 2017
952017
Integrated process design, scheduling, and control using multiparametric programming
B Burnak, NA Diangelakis, J Katz, EN Pistikopoulos
Computers & Chemical Engineering 125, 164-184, 2019
642019
Simultaneous process scheduling and control: a multiparametric programming-based approach
B Burnak, J Katz, NA Diangelakis, EN Pistikopoulos
Industrial & Engineering Chemistry Research 57 (11), 3963-3976, 2018
562018
Towards the grand unification of process design, scheduling, and control—utopia or reality?
B Burnak, NA Diangelakis, EN Pistikopoulos
Processes 7 (7), 461, 2019
532019
A systematic framework for the synthesis of operable process intensification systems–reactive separation systems
Y Tian, I Pappas, B Burnak, J Katz, EN Pistikopoulos
Computers & Chemical Engineering 134, 106675, 2020
442020
HY-POP: Hyperparameter optimization of machine learning models through parametric programming
WW Tso, B Burnak, EN Pistikopoulos
Computers & Chemical Engineering 139, 106902, 2020
372020
Multiparametric programming in process systems engineering: Recent developments and path forward
I Pappas, D Kenefake, B Burnak, S Avraamidou, HS Ganesh, J Katz, ...
Frontiers in Chemical Engineering 2, 620168, 2021
362021
Simultaneous design & control of a reactive distillation system–a parametric optimization & control approach
Y Tian, I Pappas, B Burnak, J Katz, EN Pistikopoulos
Chemical Engineering Science 230, 116232, 2021
352021
Assisting continuous biomanufacturing through advanced control in downstream purification
MM Papathanasiou, B Burnak, J Katz, N Shah, EN Pistikopoulos
Computers & Chemical Engineering 125, 232-248, 2019
292019
Data-driven prescriptive maintenance: Failure prediction using ensemble support vector classification for optimal process and maintenance scheduling
CAK Gordon, B Burnak, M Onel, EN Pistikopoulos
Industrial & Engineering Chemistry Research 59 (44), 19607-19622, 2020
262020
The impact of model approximation in multiparametric model predictive control
J Katz, B Burnak, EN Pistikopoulos
Chemical engineering research and design 139, 211-223, 2018
212018
Integrated process design, scheduling, and model predictive control of batch processes with closed‐loop implementation
B Burnak, EN Pistikopoulos
AIChE Journal 66 (10), e16981, 2020
172020
Integrated data-driven process monitoring and explicit fault-tolerant multiparametric control
M Onel, B Burnak, EN Pistikopoulos
Industrial & engineering chemistry research 59 (6), 2291-2306, 2019
162019
A multi-parametric programming approach for the simultaneous process scheduling and control–Application to a domestic cogeneration unit
NA Diangelakis, B Burnak, EN Pistikopoulos
Proceedings of the Chemical Process Control, 8-12, 2017
122017
Multiobjective optimization of mixed-integer linear programming problems: a multiparametric optimization approach
I Pappas, S Avraamidou, J Katz, B Burnak, B Beykal, M Türkay, ...
Industrial & engineering chemistry research 60 (23), 8493-8503, 2021
72021
A space exploration algorithm for multiparametric programming via delaunay triangulation
B Burnak, J Katz, EN Pistikopoulos
Optimization and Engineering 22, 555-579, 2021
62021
Control of a dual mode separation process via multi-parametric Model Predictive Control
MM Papathanasiou, B Burnak, J Katz, N Shah, EN Pistikopoulos
IFAC-PapersOnLine 52 (1), 988-993, 2019
52019
Integration of design, scheduling, and control of combined heat and power systems: a multiparametric programming based approach
B Burnak, J Katz, NA Diangelakis, EN Pistikopoulos
Computer Aided Chemical Engineering 44, 2203-2208, 2018
52018
Integrated process design and operational optimization via multiparametric programming
B Burnak, NA Diangelakis, EN Pistikopoulos
Morgan & Claypool Publishers, 2020
42020
Control of small-scale chromatographic systems under disturbances
MM Papathanasiou, B Burnak, J Katz, T Müller-Späth, M Morbidelli, ...
Computer Aided Chemical Engineering 47, 269-274, 2019
42019
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