Title :
An approach for home load Energy Management problem in uncertain context
Author :
Ha, Duy Long ; Le, Minh Hoang ; Ploix, Stéphane
Author_Institution :
G-SCOP, UJF, Grenoble, France
Abstract :
This paper focuses on energy management problem applied to residential sector. The optimizing procedure of energy management is based on the available prediction (weather prediction, user¿s habit etc) which contains the uncertainty and imperfect knowledge. This uncertainty can be modelled as interval model. An approach composing three steps is proposed. Multi-parametric programming is used to calculate the family of an optimal solution. Two examples are proposed to illustrate this approach.
Keywords :
load management; mathematical programming; home load energy management problem; multiparametric programming; scheduling problem; Biochemistry; Buildings; Energy management; Energy resources; Home appliances; Predictive models; Solar radiation; Thermal variables measurement; Uncertainty; Weather forecasting; Energy management; multiparametric programming; predictive control;
Conference_Titel :
Industrial Engineering and Engineering Management, 2008. IEEM 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2629-4
Electronic_ISBN :
978-1-4244-2630-0
DOI :
10.1109/IEEM.2008.4737886