Examples

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Use this list to find examples in the documentation.

Getting Started

Tutorial – Identifying Linear Models Using the GUI

Tutorial – Identifying Low-Order Transfer Functions (Process Models) Using the GUI

Tutorial – Identifying Linear Models Using the Command Line

Tutorial – Identifying Nonlinear Black-Box Models Using the GUI

Data Import and Processing

Example – Extracting and Modeling Specific Data Segments

Example – Creating Data with Periodic Inputs

Example – Generating Data Using Simulation

Linear Model Identification

Example – Estimating Process Models with Free Parameters at the Command Line

Example – Estimating Process Models with Fixed Parameters at the Command Line

Example – Estimating Models Using armax

Example – Estimating Structured Discrete-Time State-Space Models

Example – Estimating Structured Continuous-Time State-Space Models

Example – Refining an Initial ARMAX Model at the Command Line

Example – Refining an ARMAX Model with Initial Parameter Guesses at the Command Line

Nonlinear Black-Box Model Identification

Example – Using nlarx to Estimate Nonlinear ARX Models

Example – Using Linear ARX Models to Estimate Nonlinear ARX Models

Example – Low-level Simulation and Prediction of Sigmoid Network

Example – Using nlhw to Estimate Hammerstein-Wiener Models

Example – Improving a Linear Model Using Hammerstein-Wiener Structure

Example – Using Linear OE Models to Estimate Hammerstein-Wiener Models

Example – Low-level Simulation of Hammerstein-Wiener Model

ODE Parameter Estimation

Example – Representing a Grey-Box Model in an MATLAB File

Example – Estimating a Continuous-Time Grey-Box Model for Heat Diffusion

Example – Estimating a Discrete-Time Grey-Box Model with Parameterized Disturbance

Time-Series Identification

Example – Identifying Time-Series Models at the Command Line

Simulation and Prediction

Example – Simulating Model Output with Noise at the Command Line

Example – Simulating a Continuous-Time State-Space Model at the Command Line

Example – Predicting Time Series

Example – Simulating a Model Using Simulink Software

Model Analysis

Example – Examining Model Residuals

Control Design Applications

Example – Using System Identification Toolbox Software with Control System Toolbox Software

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