Title :
A distributed load scheduling mechanism for micro grids
Author :
Monteiro, Jose ; Eduardo, Jorge ; Cardoso, Pedro J. S. ; Semiao, J.
Author_Institution :
ISE, Univ. of Algarve, Faro, Portugal
Abstract :
Several protocols have recently been defined for smart grids that enable the communication between electric devices and energy management systems. While these protocols and architectures can already be applied in different fields of micro grids, it is still not clear how the distributed resources and constraints of such electrical grids can be managed in an optimum way. In order to achieve a reduction in electricity costs and maximizing investments made in renewable sources, an optimization mechanism should be used to perform load scheduling, considering different variables such as forecasted power generation curve from renewable sources, different tariffs´ rates, electric circuit constraints, user restrictions and correspondent comfort levels. Given these considerations, this work defines and evaluates a distributed micro grid resource management architecture and protocol which is able to optimize load scheduling while considering all the mentioned restrictions and parameters. The proposed architecture was implemented on a multi-agent simulator and the performed tests show that significant reductions in electricity cost can be achieved using this methodology.
Keywords :
distributed power generation; energy management systems; renewable energy sources; scheduling; smart power grids; distributed load scheduling mechanism; distributed micro grid resource management architecture; electric circuit; electric devices; electrical grids; energy management systems; micro grids; power generation; renewable sources; smart grids; Energy management; Equations; Optimization; Protocols; Resource management; Smart grids; Vectors;
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location :
Venice
DOI :
10.1109/SmartGridComm.2014.7007659