Mehmet Mercangöz

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Gaussian Process

Optimization Strategies

Top Venues

Publications

Prodromos Daoutidis, Jay H. Lee, Srinivas Rangarajan, Leo Chiang, R. Bhushan Gopaluni, Artur M. Schweidtmann, Iiro Harjunkoski, Mehmet Mercangöz, Ali Mesbah, Fani Boukouvala, Fernando V. Lima, Ehecatl Antonio del Rio-Chanona, Christos Georgakis
Machine learning in process systems engineering: Challenges and opportunities. Comput. Chem. Eng. 181 (2024)
Yilin Zhuang, Zhuobin Zhou, Burak Alakent, Mehmet Mercangöz
Semi-supervised Variational Autoencoders for Regression: Application to Soft Sensors. INDIN (2023)
Marta A. Zagorowska, Lukas Ortmann, Alisa Rupenyan, Mehmet Mercangöz, Lars Imsland
Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors. CoRR (2023)
William J. Tubbs, Mehmet Mercangöz
Using Prior Knowledge to Improve Adaptive Real Time Exploration and Optimization. INDIN (2023)
Akhil Ahmed, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
ARRTOC: Adversarially Robust Real-Time Optimization and Control. CoRR (2023)
Buse Sibel Korkmaz, Tong Liu, Mehmet Mercangöz
Adaptive Real-Time Exploration and Optimization of Safety-Critical Industrial Systems with Ensemble Learning. INDIN (2023)
Akhil Ahmed, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
Linearizing nonlinear dynamics using deep learning. Comput. Chem. Eng. 170 (2023)
Akhil Ahmed, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
Learning Linear Representations of Nonlinear Dynamics Using Deep Learning. CoRR (2022)
Buse Sibel Korkmaz, Marta Zagórowska, Mehmet Mercangöz
Safe Optimization of an Industrial Refrigeration Process Using an Adaptive and Explorative Framework. CoRR (2022)
Marta Zagorowska, M. Degner, Lukas Ortmann, Akhil Ahmed, Saverio Bolognani, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression. CoRR (2022)
Yilin Zhuang, Zhuobin Zhou, Burak Alakent, Mehmet Mercangöz
Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors. CoRR (2022)
Yilin Zhuang, Yixuan Liu, Akhil Ahmed, Zhengang Zhong, Ehecatl Antonio del Rio-Chanona, Colin P. Hale, Mehmet Mercangöz
concentrations for a carbon capture pilot plant. Comput. Ind. 143 (2022)
Akhil Ahmed, Marta Zagorowska, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
Application of Gaussian Processes to online approximation of compressor maps for load-sharing in a compressor station. ECC (2022)
Buse Sibel Korkmaz, Mehmet Mercangöz
Data Driven Modelling of Centrifugal Compressor Maps for Control and Optimization Applications. ECC (2022)
Buse Sibel Korkmaz, Mehmet Mercangöz, Marta Zagórowska
Adaptive Real Time Exploration and Optimization for Safety-Critical Systems. CoRR (2022)
Akhil Ahmed, Marta Zagorowska, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangöz
Application of Gaussian Processes to online approximation of compressor maps for load-sharing in a compressor station. CoRR (2021)
Ioannis Lymperopoulos, Faran A. Qureshi, Altug Bitlislioglu, Jan Poland, Alessandro Zanarini, Mehmet Mercangöz, Colin N. Jones
Ancillary Services Provision Utilizing a Network of Fast-Charging Stations for Electrical Buses. IEEE Trans. Smart Grid 11 (1) (2020)
Nicolas Lanzetti, Ying Zhao Lian, Andrea Cortinovis, Luis F. Dominguez, Mehmet Mercangöz, Colin N. Jones
Recurrent Neural Network based MPC for Process Industries. ECC (2019)
Predrag Milosavljevic, Andrea Cortinovis, René Schneider, Timm Faulwasser, Mehmet Mercangöz, Dominique Bonvin
Optimal Load Sharing for Serial Compressors via Modifier Adaptation. ECC (2018)
Giampaolo Torrisi, Sergio Grammatico, Andrea Cortinovis, Mehmet Mercangöz, Manfred Morari, Roy S. Smith
Model Predictive Approaches for Active Surge Control in Centrifugal Compressors. IEEE Trans. Control. Syst. Technol. 25 (6) (2017)
Robin Verschueren, Hans Joachim Ferreau, Alessandro Zanarini, Mehmet Mercangöz, Moritz Diehl
A stabilizing nonlinear model predictive control scheme for time-optimal point-to-point motions. CDC (2017)
Predrag Milosavljevic, Andrea Cortinovis, Alejandro G. Marchetti, Timm Faulwasser, Mehmet Mercangöz, Dominique Bonvin
Optimal load sharing of parallel compressors via modifier adaptation. CCA (2016)
Andrea Cortinovis, Mehmet Mercangöz, Matteo Zovadelli, Diego Pareschi, Antonio De Marco, Sergio Bittanti
Online performance tracking and load sharing optimization for parallel operation of gas compressors. Comput. Chem. Eng. 88 (2016)
M. Buffoni, B. Galletti, Hans Joachim Ferreau, Lorenzo Fagiano, Mehmet Mercangöz
Active pitch control of tethered wings for airborne wind energy. CDC (2014)
Andrea Cortinovis, Hans Joachim Ferreau, Daniel Lewandowski, Mehmet Mercangöz
Safe and efficient operation of centrifugal compressors using linearized MPC. CDC (2014)
Andrea Cortinovis, Matteo Zovadelli, Mehmet Mercangöz, Diego Pareschi, Antonio De Marco, Sergio Bittanti
Online adaptation of performance maps for centrifugal gas compressors. ECC (2014)
Luis F. Dominguez, Freerk Klasing, Mehmet Mercangöz
Modeling and control of a Linear Fresnel Collector system. ECC (2014)
Francesco Paparella, Luis F. Dominguez, Andrea Cortinovis, Mehmet Mercangöz, Diego Pareschi, Sergio Bittanti
Load sharing optimization of parallel compressors. ECC (2013)
Ravi Gondhalekar, Colin N. Jones, Thomas Besselmann, Jean-Hubert Hours, Mehmet Mercangöz
Constrained spectrum control using MPC. CDC/ECC (2011)
Mehmet Mercangöz, Francis J. Doyle III
Real-time optimization of the pulp mill benchmark problem. Comput. Chem. Eng. 32 (4-5) (2008)