A global piecewise smooth Newton method for fast large-scale model predictive control

Automatica ◽  
2011 ◽  
Vol 47 (9) ◽  
pp. 2016-2022 ◽  
Author(s):  
Panagiotis Patrinos ◽  
Pantelis Sopasakis ◽  
Haralambos Sarimveis
Keyword(s):  
Model Predictive Control ◽  
Newton Method ◽  
Predictive Control ◽  
Large Scale ◽  
Piecewise Smooth ◽  
Scale Model ◽  
Large Scale Model

scholarly journals Large scale model predictive control with neural networks and primal active sets

Automatica ◽  
2022 ◽  
Vol 135 ◽  
pp. 109947
Author(s):  
Steven W. Chen ◽  
Tianyu Wang ◽  
Nikolay Atanasov ◽  
Vijay Kumar ◽  
Manfred Morari
Keyword(s):  
Neural Networks ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Large Scale ◽  
Scale Model ◽  
Active Sets ◽  
Large Scale Model

Quadratic programming algorithms for large-scale model predictive control

2002 ◽  
Vol 12 (7) ◽  
pp. 775-795 ◽  
Author(s):  
Roscoe A. Bartlett ◽  
Lorenz T. Biegler ◽  
Johan Backstrom ◽  
Vipin Gopal
Keyword(s):  
Model Predictive Control ◽  
Quadratic Programming ◽  
Predictive Control ◽  
Large Scale ◽  
Scale Model ◽  
Large Scale Model ◽  
Programming Algorithms

scholarly journals Fast, large-scale model predictive control by partial enumeration

Automatica ◽  
2007 ◽  
Vol 43 (5) ◽  
pp. 852-860 ◽  
Author(s):  
Gabriele Pannocchia ◽  
James B. Rawlings ◽  
Stephen J. Wright
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Large Scale ◽  
Scale Model ◽  
Large Scale Model ◽  
Partial Enumeration

RANCANG BANGUN PERANGKAT EKSPERIMENTASI PROSES PIROLISIS BIOMASA GELOMBANG MIKRO

2013 ◽  
Vol 14 (2) ◽  
Author(s):  
Noor Fachrizal
Keyword(s):  
Large Scale ◽  
Continuous Model ◽  
Biomass Energy ◽  
Scale Model ◽  
Small Scale ◽  
Laboratory Apparatus ◽  
Liquid Form ◽  
Large Scale Model ◽  
Bio Oil ◽  
Pyrolysis Of Biomass

Biomass such as agriculture waste and urban waste are enormous potency as energy resources instead of enviromental problem. organic waste can be converted into energy in the form of liquid fuel, solid, and syngas by using of pyrolysis technique. Pyrolysis process can yield higher liquid form when the process can be drifted into fast and flash response. It can be solved by using microwave heating method. This research is started from developing an experimentation laboratory apparatus of microwave-assisted pyrolysis of biomass energy conversion system, and conducting preliminary experiments for gaining the proof that this method can be established for driving the process properly and safely. Modifying commercial oven into laboratory apparatus has been done, it works safely, and initial experiments have been carried out, process yields bio-oil and charcoal shortly, several parameters are achieved. Some further experiments are still needed for more detail parameters. Theresults may be used to design small-scale continuous model of productionsystem, which then can be developed into large-scale model that applicable for comercial use.

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