DocumentCode
3695593
Title
Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms
Author
Rafael Silva;Adriano Ferreira;Ângela Ferreira;Paulo Leitão
Author_Institution
Polytechnic Institute of Braganç
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
1069
Lastpage
1074
Abstract
Self-sustainability of micro grids is an important challenge to be addressed, particularly when they operate disconnected from the utility grid. The multi-agent systems paradigm allows implementing intelligent and predictive strategies towards an efficient management of the power flow. In this paper, an agent-based model is introduced, optimizing the load demand, through load prioritization, by shedding and rescheduling, and using forecasting mechanisms to improve the micro grids self-sustainability. The designed agent-based model and strategies were implemented and tested in the Repast agent-based modelling and simulation framework. Experimental results show improvements in the self-sustainability of the micro grid under analysis when operating in critical mode.
Keywords
"Smart grids","Load modeling","Forecasting","Automation","Production","Predictive models"
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2015 IEEE 10th Conference on
Type
conf
DOI
10.1109/ICIEA.2015.7334266
Filename
7334266
Link To Document