Journal ArticleDOI
Decentralized Economic Dispatch in Smart Grids by Self-Organizing Dynamic Agents
Vincenzo Loia,Alfredo Vaccaro +1 more
- Vol. 44, Iss: 4, pp 397-408
TLDR
A decentralized and self-organizing solution framework aimed at addressing economic dispatch (ED) analysis in a distributed scenario and it is demonstrated that the solution of the ED analysis can be obtained by computing proper weighted averages of the variable of interests.Abstract:
In this paper, we propose a decentralized and self-organizing solution framework aimed at addressing economic dispatch (ED) analysis in a distributed scenario. In particular we will demonstrate that, under some hypotheses, the solution of the ED analysis can be obtained by computing proper weighted averages of the variable of interests. To compute these global quantities we propose the deployment of a network of cooperative dynamic agents solving distributed average consensus problems. Thanks to this decentralized/nonhierarchical paradigm, all the basic operations needed to solve the economic dispatch problem could be easily processed by the agents. Simulation results obtained on the 118 and 300 bus IEEE test networks are presented and discussed in order to prove the effectiveness of the proposed framework.read more
Citations
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Journal ArticleDOI
Distributed Generator Coordination for Initialization and Anytime Optimization in Economic Dispatch
Ashish Cherukuri,Jorge E. Cortes +1 more
TL;DR: A class of distributed Laplacian-gradient dynamics that are guaranteed to asymptotically find the solution to the economic dispatch problem with and without generator constraints are proposed.
Journal ArticleDOI
Centralized Charging Strategy and Scheduling Algorithm for Electric Vehicles Under a Battery Swapping Scenario
TL;DR: A dynamic crossover and adaptive mutation strategy is introduced into a hybrid algorithm of particle swarm optimization and genetic algorithm and the resulting algorithm is executed on an IEEE 30-bus test system, suggesting that the proposed one is effective and promising for optimal EV centralized charging.
Journal ArticleDOI
Consensus-Based Energy Management in Smart Grid With Transmission Losses and Directed Communication
TL;DR: A consensus-based algorithm is designed to solve the problem of distributed energy management for both generation and demand side in smart grid by taking transmission losses into account and it is proved the convergence and optimality of the proposed algorithm is achieved.
Journal ArticleDOI
Distributed Optimization Based on a Multiagent System in the Presence of Communication Delays
TL;DR: First, the relationship between optimal solutions and the equilibrium points of the multiagent system with time delay is revealed and sufficient conditions in form of linear matrix inequality are derived for ascertaining convergence to optimal solutions, in the cases of slow-varying delay and fast-variesing delay.
Journal ArticleDOI
Pulse-Modulated Intermittent Control in Consensus of Multiagent Systems
TL;DR: A control framework, called pulse-modulated intermittent control, is proposed, which unifies impulsive control and sampled control and a lower bound of the asymptotic convergence factor is derived.
References
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