Model predictive control with active learning for stochastic systems with structural model uncertainty: Online model discrimination

2019 ◽  
Vol 128 ◽  
pp. 128-140 ◽  
Author(s):  
Tor Aksel N. Heirung ◽  
Tito L.M. Santos ◽  
Ali Mesbah
Keyword(s):  
Active Learning ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Model Uncertainty ◽  
Stochastic Systems ◽  
Structural Model ◽  
Model Discrimination

Model predictive control with active learning under model uncertainty: Why, when, and how

AIChE Journal ◽  
2018 ◽  
Vol 64 (8) ◽  
pp. 3071-3081 ◽  
Author(s):  
Tor Aksel N. Heirung ◽  
Joel A. Paulson ◽  
Shinje Lee ◽  
Ali Mesbah
Keyword(s):  
Active Learning ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Model Uncertainty

Improved model predictive control for the flow field in a wind tunnel with model uncertainty

2020 ◽  
Vol 357 (12) ◽  
pp. 7439-7455
Author(s):  
Yanming Liu ◽  
Junjie Wang ◽  
Xiaotao Liu ◽  
Xiaoping Li ◽  
Bo Yao ◽  
...  
Keyword(s):  
Wind Tunnel ◽  
Flow Field ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Model Uncertainty ◽  
Improved Model

scholarly journals Handling model uncertainty in model predictive control for energy efficient buildings

2014 ◽  
Vol 77 ◽  
pp. 377-392 ◽  
Author(s):  
M. Maasoumy ◽  
M. Razmara ◽  
M. Shahbakhti ◽  
A. Sangiovanni Vincentelli
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Model Uncertainty ◽  
Energy Efficient ◽  
Energy Efficient Buildings
Sign in / Sign up

Export Citation Format

Share Document