System Model Analytics & Design
Model analytics creates insight by analyzing simulation data, using everything from general visualization and summarization to specialized and dedicated analysis functionality. The Wolfram Language makes custom analysis for specific domains or use cases easy. Model design attempts to change or improve system behavior by modifying or optimizing system inputs, parameters or other properties of the system. Advanced simulation control in combination with powerful Wolfram Language features provides a rich environment for such optimizations and design.
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SystemModelExamples — explore simulation-ready examples
Model Exploration
SystemModel — find detailed properties for models and components
SystemModels — list available models and components
Model Simulation »
SystemModelSimulate — simulate a model
SystemModelMeasurements — measure step-response properties
SystemModelSimulationData — retrieve and analyze the full simulation data for a model
SystemModelSimulateSensitivity …
Model & Data Visualization
SystemModelPlot — plot simulation data
ParametricPlot — plot parametric simulation data
SystemModel — configure plots for model
Plot ▪ ListLinePlot ▪ LogPlot ▪ ...
Optimization »
SystemModelParametricSimulate — simulate for parameter variation, optimization, etc.
SystemModelSurrogateTrain — train a surrogate model
SystemModelSurrogate — fast approximation of a model
ParametricFunction ▪ NMinimize ▪ FindMinimum ▪ NMaximize ▪ ...
Control Systems »
SystemModelLinearize — linearize a model
FindSystemModelEquilibrium — find equilibrium points for nonlinear models
ConnectSystemModelController — connect a model with a controller
StateSpaceModel ▪ TransferFunctionModel ▪ PIDTune ▪ BodePlot ▪ ...
Requirement Validation
SystemModelValidate — validate requirement in a model
SystemModelValidationData — validation results
Requirement Language
SystemModelAlways — requirement is always true
SystemModelSustain — duration-based condition
SystemModelEventually ▪ SystemModelUntil ▪ SystemModelDelay
Reliability Analysis »
SystemModelReliability — compute model reliability
ReliabilityDistribution ▪ SurvivalFunction ▪ StructuralImportance ▪ ...