Generation of collections of models, such as for parameter studies
Model arrays let you analyze collections of multiple linear models, stored as elements in a single MATLAB® array.
|LPV System||Simulate Linear Parameter-Varying (LPV) systems|
Model Array Basics
- Model Arrays
Store multiple dynamic system objects in a single MATLAB array for multiple-model design and analysis.
- Model Array with Single Parameter Variation
stackcommand to create a 1-D array of transfer functions with a parameter that varies from model to model.
- Model Array with Variations in Two Parameters
Create an array of models over a grid of parameter values, and use the
SamplingGridproperty to keep track of parameter values across the array.
- Study Parameter Variation by Sampling Tunable Model
Sample a parametric model of a second-order filter across a grid of parameter values using
- Select Models from Array
Select individual models or sets of models from a model array using array indexing.
- Query Array Size and Characteristics
Query array attributes such as the array dimensions, and query characteristics of the models in the array, such as I/O dimensions and stability.
- Using LTI Arrays for Simulating Multi-Mode Dynamics
This example shows how to construct a Linear Parameter Varying (LPV) representation of a system that exhibits multi-mode dynamics.
- Linear Parameter-Varying Models
An LPV system is a linear state-space model whose dynamics vary as a function of time-varying parameters. Represent an LPV model in a state-space form using parameter-dependent coefficients.