Title :
Optimal control of shading system using Hybrid Model Predictive control
Author :
Khang Le ; Bourdais, R. ; Gueguen, Herve
Author_Institution :
Hybrid Syst. Control Team, SUPELEC-IETR, Cesson-Sevigne, France
Abstract :
This paper deals with the adaptation of a model predictive control to a blind system for building for preventing thermal discomfort, which occurs during summer. This system can be seen as a hybrid system by considering various blind positions. The MPC formulation leads to define a multi-objective optimization problem, for which the criteria are antagonist. This method seems to be effectiveness and is illustrated by various simulations within SIMBAD, a Matlab toolbox dedicated to building simulation. The proposed scheme is based on Branch and Bound techniques and does not rely on disturbance predictions, so that it could be easily implemented on industrial products.
Keywords :
building management systems; optimal control; optimisation; predictive control; MPC formulation; Matlab toolbox; SIMBAD; blind positions; blind system; branch and bound techniques; disturbance predictions; hybrid model predictive control system; industrial products; multiobjective optimization problem; optimal control; shading system; thermal discomfort prevention; Buildings; Mathematical model; Optimization; Predictive models; Temperature control; Temperature measurement; Visualization;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862492