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updated 2 days ago

Data based modeling of nonlinear dynamic systems using System Identification Toolbox by Rajiv Singh

Perspectives on nonlinear identification using a throttle valve modeling example. (toolbox, system identification, narmax)

throttleODE(t, x, F, c, k, K, b, varargin)

Models_in_Simulink.mdl

throttledemo.m

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updated 1 month ago

Sensitivity analysis in Simulink models with Monte Carlo method by Carlos M. Velez S.

Monte Carlo method for sensitivity analysis of Simulink models (monte carlo, sensitivity analysis, simulink)

example_PID

example_pendulum

sens_montecarlo(model,cell_par,N)

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updated 4 months ago

A benchmark software for multivariate statistical process control by GIEM

GUI tutorial for understanding the PCA-based MSPC strategy (multivariate statisti..., principal component a..., multivariate control ...)

CreateFeedSignal(tSim,tSample,type,initialValue,ChangeRat...

InterpTemp(t,x,u,flag)

colas_PI

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updated 6 months ago

RGDS_Practical_Guide by Daniel/Ronald

MATLAB routines for the book: "Development of Innovative Drugs via Modeling with MATLAB". (simulation, pharmaceutical, simulink)

AUC

CTSbasics.m

DDEconst

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updated 5 years ago

Automated Failure Boundary Mapping by Stuart Kozola

Demo files from July 21, 2009 webinar (statistics, optimization, clustering)

Flutter

boundaryArea(Y,X,lb,ub,limitFunction)

boundarySearch(X0,lb,ub,limitFunction, varargin)

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updated almost 7 years ago

Reliable and Roubst Design by Stuart Kozola

MATLAB Code used in the Jan 2008 Digest Article (optimization, realiability, robust design)

cumprobPlot(cost)

myCostFcnRR(x,simParms)

myCostFcn_slow(x,simParms)

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updated almost 8 years ago

Uncertainty Analysis of a DC Motor by Stuart Kozola

Using Statistics for Uncertainty Analysis in System Models (statistics, probability, uncertainty)

MaxonDCMotor.mdl

coded2real(z,bounds)

mcColorMap(values,cmap)

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