Marta Anna Zagorowska
About
Currently, Marta is a Marie Sklodowska-Curie Postdoctoral Research Fellow in the group of prof. Lars Imsland. She received her master’s degree in automatic control from AGH University of Science and Technology in Poland before moving to London to obtain her PhD in 2020 at Imperial College London under the supervision of Prof Nina Thornhill and Dr Charlotte Skourup from ABB in Oslo. During her studies, she spent 20 months with ABB in Oslo, the industrial partner of the PhD. After the PhD she continued to work on large- scale optimization and control under uncertainty at Imperial College London. In 2022, she joined ETH Zurich to work on application of data-driven control methods in industrial processes at the Institute of Automatic Control (IfA).
Research
Marta is primarily interested in data- based optimisation and control of industrial systems, focusing on the intersection between applications and theory. For her PhD on Degradation modelling in process control applications she won the 2020 IET Control & Automation Doctoral Dissertation Prize (a single award, given annually in recognition of individual excellence) and 2020 Dudley Newitt Prize for Theoretical/Computational Excellence (awarded by the Department of Chemical Engineering at Imperial College London.
At the moment, she is working on efficient control methods for large-scale systems, such as gas transport networks. Her long-term research vision is motivated by bridging the gap between academia and industry on the intersection of process system engineering, numerical optimization, control, and industrial automation.
RELIC
Publications
Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression
A survey of models of degradation for control applications
Adaptive detection and prediction of performance degradation in off-shore turbomachinery
Analysis of Performance Indicators for Optimization of Noninteger-Order Controllers
See my Google Scholar profile for details
2024
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Noor, Izzati Mohd;
Dawidowski, PaweL;
Ottewill, James R.;
Haugen, Trond;
Zagorowska, Marta Anna;
Thornhill, Nina F..
(2024)
Electrical power management by flexible operation of a continuous gas export plant.
IEEE Access
Academic article
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Zagorowska, Marta Anna;
Ortmann, Lukas;
Rupenyan, Alisa;
Mercangöz, Mehmet;
Imsland, Lars.
(2024)
Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors.
IFAC-PapersOnLine
Academic article
Journal publications
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Noor, Izzati Mohd;
Dawidowski, PaweL;
Ottewill, James R.;
Haugen, Trond;
Zagorowska, Marta Anna;
Thornhill, Nina F..
(2024)
Electrical power management by flexible operation of a continuous gas export plant.
IEEE Access
Academic article
-
Zagorowska, Marta Anna;
Ortmann, Lukas;
Rupenyan, Alisa;
Mercangöz, Mehmet;
Imsland, Lars.
(2024)
Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors.
IFAC-PapersOnLine
Academic article
Knowledge Transfer
2024
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Academic lectureDong, Liqiu; Zagorowska, Marta Anna; Liu, Tong; Durkin, Alex; Mercangöz, Mehmet. (2024) PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information. The 8th IEEE Conference on Control Technology and Applications (CCTA) 2024 2024-08-21 - 2024-08-23