Zobrazeno 1 - 10
of 252
pro vyhledávání: '"Robust economic model predictive control"'
Autor:
McAllister, Robert D.
We establish sufficient conditions for the terminal cost and constraint such that economic model predictive control (MPC) is robustly recursively feasible and economically robust to small disturbances without any assumptions of dissipativity. Moreove
Externí odkaz:
http://arxiv.org/abs/2408.15743
Publikováno v:
Global Energy Interconnection, Vol 5, Iss 5, Pp 564-578 (2022)
Effective source–load prediction and reasonable dispatching are crucial to realize the economic and reliable operations of integrated energy systems (IESs). They can overcome the challenges introduced by the uncertainties of new energies and variou
Externí odkaz:
https://doaj.org/article/00282d23641f44e999d7f48c55086897
Autor:
Decardi-Nelson, Benjamin, Liu, Jinfeng
This paper presents a robust economic model predictive control (EMPC) formulation with zone tracking for discrete-time uncertain nonlinear systems. The proposed design ensures that the zone tracking objective is achieved in finite steps and at the sa
Externí odkaz:
http://arxiv.org/abs/2109.09810
Publikováno v:
IFAC-PapersOnLine Volume 54, Issue 6, 2021, Pages 28-35
In this paper, we provide non-averaged and transient performance guarantees for recently developed, tube-based robust economic model predictive control (MPC) schemes. In particular, we consider both tube-based MPC schemes with and without terminal co
Externí odkaz:
http://arxiv.org/abs/2102.09404
Publikováno v:
In Global Energy Interconnection October 2022 5(5):564-578
Autor:
Decardi-Nelson, Benjamin, Liu, Jinfeng
Publikováno v:
In Chemical Engineering Research and Design January 2022 177:502-512
This paper proposes a hybrid Gaussian process (GP) approach to robust economic model predictive control under unknown future disturbances in order to reduce the conservatism of the controller. The proposed hybrid GP is a combination of two well-known
Externí odkaz:
http://arxiv.org/abs/2001.02218
In this paper, a novel tube-based economic Model Predictive Control (MPC) scheme for uncertain systems that uses neither terminal costs nor terminal constraints is investigated. We show that the results from the undisturbed case can be extended to sy
Externí odkaz:
http://arxiv.org/abs/1911.12235
Autor:
Decardi-Nelson, Benjamin, Liu, Jinfeng
Publikováno v:
In IFAC PapersOnLine 2021 54(3):237-242