Title :
Finite time protocols for multi-agent control of Distributed Generation and Responsive Loads
Author :
Polymeneas, Evangelos ; Benosman, Mouhacine
Author_Institution :
Mitsubishi Electr. Res. Labs., Cambridge, MA, USA
Abstract :
Distributed Resources in the Smart Grid, such as Distributed Generation (DG) and Responsive Loads (RL) are capable of providing a wide range of ancilliary services, if properly coordinated. However, because of their large numbers and distributed nature, using a fully centralized communication structure to achieve coordination can be prohibitive, due to scale and cost. Decentralized approaches based on multi-agent systems theory have been proposed and are focused on linear consensus algorithms that asymptotically converge to a cooperative solution. In this paper, an alternative approach, which converges in a finite number of steps is formulated. The protocol is based on linear iterative updates and known observability results from graph structured linear systems. Here, the protocol is also modified to address a generalized cooperation problem in the context of DG/RL coordination. Furthermore, the protocol is modified to reduce the number of operations per step, ensuring that it is applicable to a large scale grid, which is usually the case in practice. The applicability of the approach is verified through simulations, for the case of grid voltage support through Distributed Generation.
Keywords :
convergence; decentralised control; distributed power generation; graph theory; iterative methods; large-scale systems; linear systems; observability; protocols; smart power grids; DG/RL coordination; ancillary services; asymptotic convergence; cooperative solution; decentralized approach; distributed generation; distributed resources; finite time protocols; fully centralized communication structure; generalized cooperation problem; graph structured linear systems; grid voltage support; large scale grid; linear consensus algorithms; linear iterative updates; multiagent control; multiagent systems theory; observability results; responsive loads; smart grid; Density estimation robust algorithm; Inverters; Observability; Protocols; Reactive power; Vectors; Voltage control; Control applications; Decentralized control;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858586