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 | 95 | 2017 |
Integrated process design, scheduling, and control using multiparametric programming B Burnak, NA Diangelakis, J Katz, EN Pistikopoulos Computers & Chemical Engineering 125, 164-184, 2019 | 64 | 2019 |
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 | 56 | 2018 |
Towards the grand unification of process design, scheduling, and control—utopia or reality? B Burnak, NA Diangelakis, EN Pistikopoulos Processes 7 (7), 461, 2019 | 53 | 2019 |
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 | 44 | 2020 |
HY-POP: Hyperparameter optimization of machine learning models through parametric programming WW Tso, B Burnak, EN Pistikopoulos Computers & Chemical Engineering 139, 106902, 2020 | 37 | 2020 |
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 | 36 | 2021 |
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 | 35 | 2021 |
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 | 29 | 2019 |
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 | 26 | 2020 |
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 | 21 | 2018 |
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 | 17 | 2020 |
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 | 16 | 2019 |
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 | 12 | 2017 |
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 | 7 | 2021 |
A space exploration algorithm for multiparametric programming via delaunay triangulation B Burnak, J Katz, EN Pistikopoulos Optimization and Engineering 22, 555-579, 2021 | 6 | 2021 |
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 | 5 | 2019 |
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 | 5 | 2018 |
Integrated process design and operational optimization via multiparametric programming B Burnak, NA Diangelakis, EN Pistikopoulos Morgan & Claypool Publishers, 2020 | 4 | 2020 |
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 | 4 | 2019 |