کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

Distributed Energy Management of Large-Scale Microgrids Using Predictive Control

نویسندگان :

Hamid Reza Babaei Ghazvini¹ Mahsa Ghavami² Mohammad Haeri³

1- دانشگاه صنعتی شریف 2- دانشگاه صنعتی شریف 3- دانشگاه صنعتی شریف

کلمات کلیدی :

Aggregator،Residential households،Consensus Protocol،Model predictive control

چکیده :

This paper studies the real-time energy management of large-scale residential households and stand-alone electric vehicles charging stations using a non-cooperative game based on consensus protocol. We consider a set of aggregators, each equipped with a processor, to minimize its own cost function by having access to the local estimation terms of neighboring aggregators. Since the cost function of each aggregator is affected by strategy of other aggregators through total generation cost, such interaction among competitive agents is modeled as a non-cooperative game. An idea based on model predictive control is utilized to deal with highly random behavior of users. In this paper, a time-of-use pricing tariff with less value for loyal users is proposed such that the convergence time remains unchanged. Finally, the effectiveness of the proposed iterative algorithm is assessed by a set of simulations.