Reduced Order Modeling Support Package (Beta)

版本 3.1 (138.6 MB) 作者: Alec Stothert
Create reduced order models of Simulink models or subsystems, including subsystems that integrate high-fidelity 3rd party tools.
5.0
(3)
1.6K 次下载
更新时间 2025/3/21

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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. You can also create ROMs using existing time-domain data. Train nonlinear ARX, neural state-space, LSTM, Multi-Layer Perceptron, and Interpolation models.

引用格式

Alec Stothert (2025). Reduced Order Modeling Support Package (Beta) (https://www.mathworks.com/matlabcentral/fileexchange/156364-reduced-order-modeling-support-package-beta), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2023b
与 R2023b 及更高版本兼容
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doc/examples

doc/examples/customLibrariesBEV/cylPackParChnlsLumped

doc/src

doc/examples

doc/examples/customLibrariesBEV/cylPackParChnlsLumped

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版本 已发布 发行说明
3.1

Added support for importing cell arrays of data after the initial data import and IO definition.
3.0

Add support for importing data and creating ROMs from existing time-domain data.
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