Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Farjadnia, Mahsa"'
This work proposes a robust data-driven tube-based zonotopic predictive control (TZPC) approach for discrete-time linear systems, designed to ensure stability and recursive feasibility in the presence of bounded noise. The proposed approach consists
Externí odkaz:
http://arxiv.org/abs/2409.14366
Autor:
Fontan, Angela, Farjadnia, Mahsa, Llewellyn, Joe, Katzeff, Cecilia, Molinari, Marco, Cvetkovic, Vladimir, Johansson, Karl Henrik
Every day we face numerous lifestyle decisions, some dictated by habits and some more conscious, which may or may not promote sustainable living. Aided by digital technology, sustainable behaviors can diffuse within social groups and inclusive commun
Externí odkaz:
http://arxiv.org/abs/2309.11310
Window-opening and window-closing behaviors play an important role in indoor environmental conditions and therefore have an impact on building energy efficiency. On the other hand, the same environmental conditions drive occupants to interact with wi
Externí odkaz:
http://arxiv.org/abs/2307.08090
Autor:
Farjadnia, Mahsa, Alanwar, Amr, Niazi, Muhammad Umar B., Molinari, Marco, Johansson, Karl Henrik
This work proposes a robust data-driven predictive control approach for unknown nonlinear systems in the presence of bounded process and measurement noise. Data-driven reachable sets are employed for the controller design instead of using an explicit
Externí odkaz:
http://arxiv.org/abs/2211.05867
Autor:
Farjadnia, Mahsa, Alanwar, Amr, Niazi, Muhammad Umar B., Molinari, Marco, Johansson, Karl Henrik
Publikováno v:
In European Journal of Control November 2023 74
Autor:
Farjadnia, Mahsa, Wang, Zheming, Jungers, Raphaël M., 38th Benelux Meeting on Systems and Control
In this work we develop a mathematic and algo rithmic framework for data-driven stability analysis of black box switching systems by using adaptive sampling and on line optimization. Our algorithm learns the optimal sam pling strategy to build
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1493::697780a8f9da7ad3ea9d56e5df847f14
https://hdl.handle.net/2078.1/232497
https://hdl.handle.net/2078.1/232497