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Simulink Design Optimization Examples

Parameter Estimation

Estimate Model Parameter Values (GUI)Model
Estimate Model Parameters and Initial States (GUI)Model
Estimation using Model Reference (GUI)Model
Estimate Model Parameter Values (Code)Script
Estimate Model Parameters and Initial States (Code)
Uses: Simscape
Script
Estimate Model Parameters using Multiple Experiments (Code)Script
Estimate Model Parameters Per Experiment (Code)Script
Estimate Model Parameters with Parameter Constraints (Code)Script

Response Optimization

Design Optimization to Meet a Custom Objective (GUI)Model
Specify Custom Signal Objective with Uncertain Variable (GUI)Model
Design Optimization to Meet Frequency-Domain Requirements (GUI)
Uses: Simulink Control Design
Model
Design Optimization to Meet Time- and Frequency-Domain Requirements (GUI)
Uses: Simulink Control Design
Model
Skip Model Simulation Based on Parameter Constraint Violation (GUI)Model
Generate MATLAB Code for Design Optimization Problems (GUI)Model
Design Optimization to Meet a Custom Objective (Code)Script
Design Optimization with Uncertain Variables (Code)Script

Sensitivity Analysis

Design Exploration using Parameter Sampling (Code)Script
Identify Key Parameters for Estimation (Code)Script

Response Optimization in SISO Design Tool

Enforcing Time and Frequency Requirements on a Single-Loop Controller Design
Uses: Simulink Control Design
Model
Airframe Controller Tuning
Uses: Simulink Control Design
Model
DC Motor Controller Tuning
Uses: Control System Toolbox
Script
Hydraulic Piston Regulator Tuning
Uses: Control System Toolbox
Script

Design Optimization Using Parallel Computing

Optimizing Time-Domain Response of Simulink® Models Using Parallel Computing
Uses: Parallel Computing Toolbox
Model
Improving Optimization Performance Using Parallel Computing
Uses: Parallel Computing Toolbox
Script

Adaptive Lookup Tables

2-D Adaptive Lookup Table GenerationModel
Engine Volumetric Efficiency Surface MatchingModel

Parameter Estimation Case Studies

Muscle Reflex Parameter EstimationModel
DC Servo Motor Parameter Estimation
Uses: SimPowerSystems, SimDriveline
Model
Engine Speed Model Parameter EstimationModel
Clutch Friction Coefficient Estimation
Uses: SimDriveline
Model
Inverted Pendulum Parameter Estimation
Uses: SimMechanics
Model
Simplified Alternator Parameter Estimation
Uses: SimPowerSystems
Model

Response Optimization Case Studies

PID Tuning with Actuator ConstraintsModel
PID Tuning with Reference Tracking and Plant UncertaintyModel
Engine Design and Cost TradeoffsModel
Magnetic Levitation Controller TuningModel
LQG Controller TuningModel
Inverted Pendulum Controller TuningModel
Pitch Rate Controller TuningModel
Tuning of Airframe Autopilot Gains
Uses: Aerospace Blockset
Model
Distillation Controller TuningModel
Heat Exchanger Controller TuningModel
Power Converter Tuning
Uses: SimPowerSystems
Model
Servomechanism Tuning
Uses: Stateflow
Model
Stewart Platform Controller Tuning
Uses: SimMechanics
Model
Phase Lock Loop Tuning
Uses: Signal Processing Toolbox
Model
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