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.

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  ▪  ...