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
fDate :
6/1/2015 12:00:00 AM
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"
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2015 IEEE 10th Conference on
DOI :
10.1109/ICIEA.2015.7334266