Predictive parameter control

A Aleti, I Moser - Proceedings of the 13th annual conference on Genetic …, 2011 - dl.acm.org
… of parameter control, ie the dynamic and automated variation of values for parameters used
in … The method uses an evaluation of the recent performance of previously applied parameter

[PDF][PDF] An overview of model predictive control

KS Holkar, LM Waghmare - International Journal of control and …, 2010 - researchgate.net
… Thus, the control law only depends on the process parameter and only tuning parameter in
the EHAC method is the prediction horizon N . In EHAC, only the deviation at one moment in …

Model predictive control design for linear parameter varying systems: A survey

MM Morato, JE Normey-Rico, O Sename - Annual Reviews in Control, 2020 - Elsevier
… through Linear Parameter Varying (LPV) embedding, and being this framework very
popular for control design, this paper investigates the available Model Predictive Control (MPC) …

Model predictive control tuning methods: A review

JL Garriga, M Soroush - Industrial & Engineering Chemistry …, 2010 - ACS Publications
… tuning guidelines for model predictive control, from theoretical and … dynamic matrix control
and generalized predictive controlparameters, the authors allow the user to set the prediction

Nonlinear model predictive control for distributed parameter systems using data driven artificial neural network models

E Aggelogiannaki, H Sarimveis - Computers & Chemical Engineering, 2008 - Elsevier
… The weight coefficients are key tuning parameters. By assigning appropriate values to these
parameters we can indicate the relative importance of the control goals. In general, larger R …

Choosing the appropriate forecasting model for predictive parameter control

A Aleti, I Moser, I Meedeniya… - Evolutionary …, 2014 - ieeexplore.ieee.org
prediction method, predictive parameter control outperforms state of the art parameter control
methods when the performance data adheres to the assumptions made by the prediction

Parameter identification and model based predictive control of temperature inside a house

R Bălan, J Cooper, KM Chao, S Stan, R Donca - Energy and Buildings, 2011 - Elsevier
… In this paper a type of model based predictive control algorithm is used. The basic idea of …
control system by using a few candidate control sequences [17]. Then, using rule based control

[PDF][PDF] Model predictive control

HTOA YOUNG - 2015 - researchgate.net
… there are parameter mismatches, MPC can still control the plant, but … parameter mismatch
have been proposed in literature [110], the most common solution being the use of a parameter

Predictive-control-based direct power control with an adaptive parameter identification technique for improved AFE performance

S Kwak, UC Moon, JC Park - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
… This paper presents a predictive-control-based DPC with an online parameter identification
technique to overcome model mismatches for an AFE. The proposed parameter tuning algo…

Tuning guidelines for model-predictive control

M Alhajeri, M Soroush - Industrial & Engineering Chemistry …, 2020 - ACS Publications
… MPC such as dynamic matrix control, generalized predictive control, and state-space-model …
parameters increased. The tunable parameters now include prediction horizons, control