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A study of energy management in domestic micro-grids based on model predictive control strategies

Academic Article
Publication Date:
2014
abstract:
In this paper a Model Predictive Control (MPC) logic, based on weather forecasts, has been applied to the analysis of power management in a domestic off-grid system composed by: Photovoltaic panel (PV), Fuel Cells (FC) and a battery pack. The controller has the simultaneous objectives of maintaining environmental comfort in the house and minimizing costs, thus optimizing the use of primary energy sources. A theoretical model of the system has been developed and simulations have been carried out for winter and summer seasons. MPC performances have been evaluated in comparison with a standard Ruled Based Control (RBC) logic.
Iris type:
01.01 Articolo in rivista
Keywords:
Fuel cell; Micro-grid; Model predictive control MPC; Renewable; Rule based control RBC; Thermal building control
List of contributors:
Rocco, Vittorio
Handle:
https://iris.cnr.it/handle/20.500.14243/315674
Published in:
ENERGY PROCEDIA
Journal
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http://www.scopus.com/inward/record.url?eid=2-s2.0-84922368396&partnerID=q2rCbXpz
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