Marta Zagórowska

Marta Zagórowska

Imperial College London

H-index: 14

Europe-United Kingdom

About Marta Zagórowska

Marta Zagórowska, With an exceptional h-index of 14 and a recent h-index of 10 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of optimisation, control, mathematical modelling, process automation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Automatic scenario generation for efficient solution of robust optimal control problems

PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information

Efficient sample selection for safe learning

Automatic Scenario Generation for Robust Optimal Control Problems

Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors

Supplementary software for" Degradation-aware data-enabled predictive control of energy hubs"

Degradation-aware data-enabled predictive control of energy hubs

Online feedback optimization of compressor stations with model adaptation using Gaussian process regression

Marta Zagórowska Information

University

Position

___

Citations(all)

553

Citations(since 2020)

319

Cited By

354

hIndex(all)

14

hIndex(since 2020)

10

i10Index(all)

22

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Marta Zagórowska Skills & Research Interests

optimisation

control

mathematical modelling

process automation

Top articles of Marta Zagórowska

Title

Journal

Author(s)

Publication Date

Automatic scenario generation for efficient solution of robust optimal control problems

International Journal of Robust and Nonlinear Control

Marta Zagorowska

Paola Falugi

Edward O'Dwyer

Eric C Kerrigan

2024/1/25

PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information

arXiv preprint arXiv:2402.13588

Liqiu Dong

Marta Zagorowska

Tong Liu

Alex Durkin

Mehmet Mercangöz

2024/2/21

Efficient sample selection for safe learning

IFAC-PapersOnLine

Marta Zagorowska

Efe C Balta

Varsha Behrunani

Alisa Rupenyan

John Lygeros

2023/1/1

Automatic Scenario Generation for Robust Optimal Control Problems

IFAC-PapersOnLine

Marta Zagorowska

Paola Falugi

Edward O'Dwyer

Eric C Kerrigan

2023/1/1

Tuning of Online Feedback Optimization for setpoint tracking in centrifugal compressors

arXiv preprint arXiv:2312.01996

Marta Zagorowska

Lukas Ortmann

Alisa Rupenyan

Mehmet Mercangoez

Lars Imsland

2023/12/4

Supplementary software for" Degradation-aware data-enabled predictive control of energy hubs"

Marta Zagorowska

Francesco Ricca

2023

Degradation-aware data-enabled predictive control of energy hubs

Journal of Physics: Conference Series

Varsha Behrunani

Marta Zagorowska

Mathias Hudoba de Badyn

Francesco Ricca

Philipp Heer

...

2023/11/1

Online feedback optimization of compressor stations with model adaptation using Gaussian process regression

Journal of Process Control

Marta Zagorowska

Maximilian Degner

Lukas Ortmann

Akhil Ahmed

Saverio Bolognani

...

2023/1/1

Efficient safe learning for controller tuning with experimental validation

arXiv preprint arXiv:2310.17431

Marta Zagorowska

Christopher König

Hanlin Yu

Efe C Balta

Alisa Rupenyan

...

2023/10/26

Safe optimization of an industrial refrigeration process using an adaptive and explorative framework

IFAC-PapersOnLine

Buse Sibel Korkmaz

Marta Zagórowska

Mehmet Mercangöz

2023/1/1

Load-Sharing With Degradation Management in a Compressor Station

IEEE Transactions on Automation Science and Engineering

Marta A Zagorowska

Trond Haugen

Charlotte Skourup

Nina F Thornhill

2023/2/8

Data-driven predictive control with improved performance using segmented trajectories

IEEE Transactions on Control Systems Technology

Edward O’Dwyer

Eric C Kerrigan

Paola Falugi

Marta Zagorowska

Nilay Shah

2022/12/1

Safe and adaptive decision-making for optimization of safety-critical systems: The ARTEO algorithm

arXiv preprint arXiv:2211.05495

Buse Sibel Korkmaz

Marta Zagórowska

Mehmet Mercangöz

2022/11/10

Fast and accurate method for computing non-smooth solutions to constrained control problems

Lucian Nita

Eduardo MG Vila

Marta A Zagorowska

Eric C Kerrigan

Yuanbo Nie

...

2022/7/12

Unmanned and autonomous systems: Future of automation in process and energy industries

IFAC-PapersOnLine

Francesco Borghesan

Marta Zagorowska

Mehmet Mercangöz

2022/1/1

A modelling workflow for predictive control in residential buildings

E O’Dwyer

E Atam

P Falugi

EC Kerrigan

MA Zagorowska

...

2021/8/3

MPC and optimal design of residential buildings with seasonal storage: a case study

P Falugi

E O’Dwyer

MA Zagorowska

E Atam

EC Kerrigan

...

2021/8/3

Data-driven predictive control with reduced computational effort and improved performance using segmented trajectories

arXiv preprint arXiv:2108.10753

Edward O’Dwyer

Eric C Kerrigan

Paola Falugi

Marta A Zagorowska

Nilay Shah

2021/8

Optimal operation of compressors in terms of power and efficiency

Marta Zagorowska

Nina F Thornhill

2021/6/22

Predictive control co-design for enhancing flexibility in residential housing with battery degradation

IFAC-PapersOnLine

P Falugi

E O’Dwyer

EC Kerrigan

E Atam

MA Zagorowska

...

2021/1/1

See List of Professors in Marta Zagórowska University(Imperial College London)

Co-Authors

academic-engine