Reduced Order Modeling Support Package (Beta)

Version 2.0 (136 MB) von Alec Stothert
Create reduced order models of Simulink models or subsystems, including subsystems that integrate high-fidelity 3rd party tools.
5.0
(3)
774 Downloads
Aktualisiert 23. Aug 2024

Lizenz anzeigen

Create reduced order models of Simulink models or subsystems, including subsystems that integrate high-fidelity 3rd party tools. Design experiments to simulate a Simulink model and collect data to train a reduced order model. Train nonlinear ARX, neural state-space, LSTM, Multi-Layer Perceptron, and Interpolation models.

Zitieren als

Alec Stothert (2024). Reduced Order Modeling Support Package (Beta) (https://www.mathworks.com/matlabcentral/fileexchange/156364-reduced-order-modeling-support-package-beta), MATLAB Central File Exchange. Abgerufen.

Kompatibilität der MATLAB-Version
Erstellt mit R2023b
Kompatibel mit R2023b und späteren Versionen
Plattform-Kompatibilität
Windows macOS Linux
Tags Tags hinzufügen

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

+romapp

+romapp/+internal/+data

+romapp/+internal/+data/+PostSimFcn

+romapp/+internal/+data/@BindModeROMData

+romapp/+internal/+databrowser

+romapp/+internal/+dialogs

+romapp/+internal/+experimentmanager

+romapp/+internal/+experimentmanager/+DL

+romapp/+internal/+experimentmanager/+InterpStatic

+romapp/+internal/+experimentmanager/+NLARX

+romapp/+internal/+experimentmanager/+NSS

+romapp/+internal/+managers

+romapp/+internal/+panels

+romapp/+internal/+panels/@DistributionParameters

+romapp/+internal/+plots

+romapp/+internal/+plots/@OverviewPlot

+romapp/+internal/+plots/@ScalarResultPlot

+romapp/+internal/+plots/@SimulationResultPlot

+romapp/+internal/+plots/@SimulationSetPlot

+romapp/+internal/+plots/@SimulationSpecPlot

+romapp/+internal/+resources

+romapp/+internal/+resources/+strings

+romapp/+internal/+tabs

+romapp/+internal/+tools

+romapp/+internal/@ReducedOrderModeler

doc/examples

doc/examples/customLibrariesBEV/cylPackParChnlsLumped

doc/src

doc/examples

doc/examples/customLibrariesBEV/cylPackParChnlsLumped

+romapp/+internal/+resources/+html

doc

doc/examples

doc/src

Version Veröffentlicht Versionshinweise
2.0

- Adds support for creation of time independent reduced order models. Multi-layer perceptron and interpolation models are supported.
- Adds chirp, Sobol sequence, and custom signal options for design of experiments.
- Bug fixes
1.0.03

Name change
1.0.02

Minor example fixes
1.0.01

Minor changes to examples.
1.0