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Space‐local reduced‐order bases for accelerating reduced‐order models through sparsity

International Journal for Numerical Methods in Engineering, 2022
AbstractProjection‐based model order reduction (PMOR) methods based on linear or affine approximation subspaces accelerate numerical predictions by reducing the dimensionality of the underlying computational models. The state of the art of PMOR includes approximation methods based on state‐local subspaces—that is, subspaces associated with different ...
Spenser Anderson   +2 more
openaire   +1 more source

Non-intrusive reduced-order modeling for fluid problems: A brief review

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2019
Despite tremendous progress seen in the computational fluid dynamics community for the past few decades, numerical tools are still too slow for the simulation of practical flow problems, consuming thousands or even millions of computational core-hours ...
Jian Yu, Chao Yan, Mengwu Guo
semanticscholar   +1 more source

Load frequency control strategy via fractional-order controller and reduced-order modeling

International Journal of Electrical Power & Energy Systems, 2019
This paper proposes a simple approach to design fractional-order (FO) controller via internal model control (IMC) technique for load frequency control (LFC) problem in power systems.
Sahaj Saxena
semanticscholar   +1 more source

An improved nonlinear reduced-order modeling for transonic aeroelastic systems

, 2020
In this study, an improved nonlinear reduced-order model composed of a linear part and a nonlinear part is explored for transonic aeroelastic systems.
Zhijun Yang   +4 more
semanticscholar   +1 more source

A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems

, 2020
We propose a non-intrusive reduced basis (RB) method for parametrized nonlinear partial differential equations (PDEs) that leverages models of different accuracy. From a collection of low-fidelity (LF) snapshots, parameter locations are extracted for the
Mariella Kast, Mengwu Guo, J. Hesthaven
semanticscholar   +1 more source

Reduced-Order Averaged Model

2013
This chapter deals with modeling methodologies used for obtaining simplified – in the sense of reduced order – power electronic converter models, which are able to represent their low-frequency average behavior and are more easily employed in simulation or control law design.
Seddik Bacha   +2 more
openaire   +1 more source

Reduced-Order Models for MEMS Applications

Nonlinear Dynamics, 2005
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Nayfeh, Ali H.   +2 more
openaire   +2 more sources

Reduced-order modeling for hyperthermia control

IEEE Transactions on Biomedical Engineering, 1992
This paper analyzes the feasibility of using reduced-order modeling techniques in the design of multiple-input, multiple-output (MIMO) hyperthermia temperature controllers. State space thermal models are created based upon a finite difference expansion of the bioheat transfer equation model of a scanned focused ultrasound system (SFUS).
J K, Potocki, H S, Tharp
openaire   +2 more sources

Fault Detection Using Reduced Order Models

Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 1993
Based on the reduction of dynamic system models, an algebraic redundancy method is proposed which consists of fault detection through the redundant variables and fault diagnosis using a diagnostic matrix. This diagnostic matrix approach, which is an extension of the influence matrix method, is capable of identifying different combinations of failure ...
Daley, S., Wang, H.
openaire   +2 more sources

Reduced-Order Modeling and Filtering

1982
In this chapter the purpose is to show how one can find a reduced-order model or a reduced-order filter with a reasonable amount of design effort. It is the author's current feeling that any result which requires the solution of a nonlinear matrix two-point boundary-valued problem of high order, is not practical. The design procedure in such cases will
openaire   +2 more sources

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