An Evolve-Then-Correct Reduced Order Model for Hidden Fluid Dynamics
Mathematics, 2020 In this paper, we put forth an evolve-then-correct reduced order modeling approach that combines intrusive and nonintrusive models to take hidden physical processes into account.
Suraj Pawar +3 more
doaj +1 more source
IGBT Temperature Field Monitoring Based on Reduced-order Model
CES Transactions on Electrical Machines and Systems, 2023 With the rapid development of the world economy, IGBT has been widely used in motor drive and electric energy conversion. In order to timely detect the fatigue damage of IGBT, it is necessary to monitor the junction temperature of IGBT.
Ziyu Zhou +5 more
doaj +1 more source
Reduced-Order Modeling of Gust Responses [PDF]
Journal of Aircraft, 2017 This paper describes two approaches to the construction of reduced-order models from computational fluid dynamics to predict the gust response of airfoils and wings.
Wales, Christopher +2 more
openaire +2 more sources
Reduced order models for Lagrangian hydrodynamics
Computer Methods in Applied Mechanics and Engineering, 2022 42 pages, 7 figure, 8 ...
Dylan Matthew Copeland +3 more
openaire +2 more sources
Causal and stable reduced-order model for linear high-frequency systems [PDF]
, 2008 With the ever-growing complexity of high-frequency systems in the electronic industry, formation of reduced-order models of these systems is paramount.
Deschrijver, D +6 more
core +1 more source
A reduced order model for nonlinear vibroacoustic problems
MATEC Web of Conferences, 2012 This work is related to geometrical nonlinearities applied to thin plates coupled with fluid-filled domain. Model reduction is performed to reduce the computation time.
Ouisse Morvan +4 more
doaj +1 more source
Pressure Stabilization Strategies for a LES Filtering Reduced Order Model
Fluids, 2021 We present a stabilized POD–Galerkin reduced order method (ROM) for a Leray model. For the implementation of the model, we combine a two-step algorithm called Evolve-Filter (EF) with a computationally efficient finite volume method.
Michele Girfoglio +2 more
doaj +1 more source
Reduced order models for parametric bifurcation problems in nonlinear PDEs [PDF]
, 2020 This work is concerned with the analysis and the development of efficient Reduced Order Models (ROMs) for the numerical investigation of complex bifurcating phenomena held by nonlinear parametrized Partial Differential Equations (PDEs) in many physical ...
Pichi, Federico
core
Finite element reduced order models for nonlinear vibrations of piezoelectric layered beams with applications to NEMS [PDF]
, 2012 This article presents a finite element reduced order model for the nonlinear vibrations of piezoelectric layered beams with application to NEMS. In this model, the geometrical nonlinearities are taken into account through a von Kármán nonlinear strain ...
O. Thomas +5 more
core +1 more source
Identification of frame dynamics of vertically oriented high-speed steam generator using model update procedure for reduced-order model [PDF]
, 2020 Active Magnetic Bearing (AMB) systems are common in high-speed rotating machinery. Bearing control system input is the relative displacement data measured between the sensor and the measurement surface. In case of frame resonance, controller may create a
Sikanen, Eerik +4 more
core +1 more source