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updated 5 days ago

Hinging hyperplane based regression tree identified by fuzzy clustering and its application by Janos Abonyi

A novel tool for regression tree identification (fuzzy, hinging hyperplate, submodel)

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[A,b,eq]=gener(nm,ny,nu,flagstab,flaghamm,gmin,gmax,tmin,...

[Y_est,err]=calculateFromTree(data,model,param)

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updated 5 months ago

Using Model-Predicite Control - Presentation and Recording - Hebrew by Roni Peer

Using Model-Predictive Control (MPC) for Control Design (mpc, modelpredictive contr..., hebrew)

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updated 1 year ago

MPC Matrices by Pantelis Sopasakis

Computes the matrices needed to formulate an economic MPC problem for a distributed water network. (mpc, economic mpc, scheduling)

mpc_matrices(S, P, x, D, k, ops)

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updated 2 years ago

Model Predictive Control by John Hedengren

Model Predictive Control with discrete, continuous, linear, or nonlinear models. (model predictive cont..., mpc, nonlinear)

apm(server,app,aline)

apm_info(server,app,class,name)

apm_load(server,app,filename)

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updated 3 years ago

MPC Tutorial III: MPC in Simulink V2 by Yi Cao

A tutorial on using MPC in Simulink. (tutorial, mpc, simulink)

mpcsimulink

mpcsfunc(t,z,y,flag,A,B,C,D,P,M,Q,R,Ts)

mpcdss

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updated 3 years ago

MPC Tutorial II: Multivariable and State Space MPC V2.0 by Yi Cao

A tool and tutorial for multivariable state space MPC (model predictive cont..., general predictive co..., receding horizon)

State Space MPC Tutorial

f=mpcsetup(A,B,C,D,p,m,Q,R,x0,u0)

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updated 4 years ago

MPC Tutorial IV: DMC Simulink Block and Example by Yi Cao

A DMC Simulink block with a demonstration example based the MATLAB demo, heatex (mpc, dmc, simulink)

Tutorial on Use of the DMC Simulink Block

dmcsfun(t,x,u,flag,varargin)

dmc_sim

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updated 5 years ago

Demo files for Introduction to Model Predictive Control Toolbox webinar by Arkadiy Turevskiy

Files for the demo demo used in "Introduction to Model Predictive Control Toolbox" webinar. (mpc, model predictive cont...)

PID

PID_MPC

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updated 6 years ago

MPC: Multivariable Constrained State Space example by Paul Mc Namara

A constrained MPC stirred tank reactor example (simulation, constrained, mpc)

formRss( p, HN123 )

formcss( p, Upast, f )

futureSetPt( p )

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updated 6 years ago

MPC Tutorial I: Dynamic Matrix Control by Yi Cao

A tutorial for beginners to learn dynamic matrix control (model predictive cont..., dynamic matrix contro..., receding horizon con)

Dynamic Matrix Control Tutorial

p=dmc(p)

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updated 11 years ago

Model-based Predictive Control: A Practical Approach by John Anthony Rossiter

Companion Software (predictive control, companion software, mimo)

[Nk,Dk,Pr,S,X] =mpc_law(H,P,Q,nu,Wu,Wy,sizey)

caha(A,sizey,n)

imgpc_constraints(nu,umin,umax,Dumax)

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