Analyze model sensitivity and tune model parameters

Simulink Design Optimization™ provides functions, interactive tools, and blocks for analyzing and tuning model parameters. You can determine the model’s sensitivity, fit the model to test data, and tune it to meet requirements. Using techniques like Monte Carlo simulation and Design of Experiments, you can explore your design space and calculate parameter influence on model behavior.

Simulink Design Optimization helps you increase model accuracy. You can preprocess test data, automatically estimate model parameters such as friction and aerodynamic coefficients, and validate the estimation results.

To improve system design characteristics such as response time, bandwidth, and energy consumption, you can jointly optimize physical plant parameters and algorithmic or controller gains. These parameters can be tuned to meet time-domain and frequency-domain requirements, such as overshoot and phase margin, and custom requirements.


Capabilities

Estimation of Model Parameters from Test Data

Configure, manipulate, and run parameter estimations.

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Optimization of Simulink Model Responses

Tune Simulink model parameters to meet time-domain requirements, frequency-domain requirements, or both simultaneously.

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Design Exploration and Sensitivity Analysis of Simulink Models

Analyze and explore your model’s design space using techniques such as Monte Carlo simulations and design of experiments.

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Product Resources

Discover more about Simulink Design Optimization by exploring these resources.

Documentation

Explore documentation for Simulink Design Optimization functions and features, including release notes and examples.

Functions

Browse the list of available Simulink Design Optimization functions.

Blocks

View a Simulink library of blocks that Simulink Design Optimization supports.

System Requirements

View system requirements for the latest release of Simulink Design Optimization.

Technical Articles

View articles that demonstrate technical advantages of using Simulink Design Optimization.

User Stories

Read how Simulink Design Optimization is accelerating research and development in your industry.

Community and Support

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Try or Buy

There are many ways to start using Simulink Design Optimization. Download a free trial, or explore pricing and licensing options.

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Have Questions?

Aditya

Contact Aditya Baru,
Simulink Design Optimization Technical Expert

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Simulink Design Optimization requires MATLAB, Optimization Toolbox, and Simulink.


Related Solutions

Use Simulink Design Optimization to solve scientific and engineering challenges:


News and Events

Analyze how your model's behavior responds to changes in parameters using the Sensitivity Analysis tool in Simulink Design Optimization™. Use this information to improve reliability, minimize failure, and increase robustness.

Optimization of Simulink Model Parameters