Fully Decentralized Multi-Agent System for Optimal Microgrid Control

In preparation for the influx of renewable energy sources that will be added to the electrical system, flexible and adaptable control schemes are necessary to accommodate the changing infrastructure. Microgrids have been gaining much attention as the main solution to the challenges of distributed an...

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Main Author: de Azevedo, Ricardo
Format: Others
Published: FIU Digital Commons 2016
Subjects:
Online Access:http://digitalcommons.fiu.edu/etd/2461
http://digitalcommons.fiu.edu/cgi/viewcontent.cgi?article=3669&context=etd
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spelling ndltd-fiu.edu-oai-digitalcommons.fiu.edu-etd-36692018-01-05T15:28:19Z Fully Decentralized Multi-Agent System for Optimal Microgrid Control de Azevedo, Ricardo In preparation for the influx of renewable energy sources that will be added to the electrical system, flexible and adaptable control schemes are necessary to accommodate the changing infrastructure. Microgrids have been gaining much attention as the main solution to the challenges of distributed and intermittent generation, but due to their low inertia, they need fast-acting control systems in order to maintain stability. Multi-Agent Systems have been proposed as dynamic control and communication frameworks. Decentralized arrangements of agents can provide resiliency and the much-desired “plug and play” behavior. This thesis describes a control system that implements droop control and the diffusion communication scheme without the need of a centralized controller to coordinate the Microgrid agents to maintain the frequency and stable operating conditions of the system. Moreover, the inter-agent communication is unaffected by changing network configurations and can achieve optimal economic dispatch through distributed optimization. 2016-03-07T08:00:00Z text application/pdf http://digitalcommons.fiu.edu/etd/2461 http://digitalcommons.fiu.edu/cgi/viewcontent.cgi?article=3669&context=etd FIU Electronic Theses and Dissertations FIU Digital Commons Smart Grid Microgrid Multi Agent System Decentralized Distributed Optimization Cooperative Control Energy Storage Controls and Control Theory Electrical and Computer Engineering Power and Energy Systems and Communications
collection NDLTD
format Others
sources NDLTD
topic Smart Grid
Microgrid
Multi Agent System
Decentralized
Distributed
Optimization
Cooperative Control
Energy Storage
Controls and Control Theory
Electrical and Computer Engineering
Power and Energy
Systems and Communications
spellingShingle Smart Grid
Microgrid
Multi Agent System
Decentralized
Distributed
Optimization
Cooperative Control
Energy Storage
Controls and Control Theory
Electrical and Computer Engineering
Power and Energy
Systems and Communications
de Azevedo, Ricardo
Fully Decentralized Multi-Agent System for Optimal Microgrid Control
description In preparation for the influx of renewable energy sources that will be added to the electrical system, flexible and adaptable control schemes are necessary to accommodate the changing infrastructure. Microgrids have been gaining much attention as the main solution to the challenges of distributed and intermittent generation, but due to their low inertia, they need fast-acting control systems in order to maintain stability. Multi-Agent Systems have been proposed as dynamic control and communication frameworks. Decentralized arrangements of agents can provide resiliency and the much-desired “plug and play” behavior. This thesis describes a control system that implements droop control and the diffusion communication scheme without the need of a centralized controller to coordinate the Microgrid agents to maintain the frequency and stable operating conditions of the system. Moreover, the inter-agent communication is unaffected by changing network configurations and can achieve optimal economic dispatch through distributed optimization.
author de Azevedo, Ricardo
author_facet de Azevedo, Ricardo
author_sort de Azevedo, Ricardo
title Fully Decentralized Multi-Agent System for Optimal Microgrid Control
title_short Fully Decentralized Multi-Agent System for Optimal Microgrid Control
title_full Fully Decentralized Multi-Agent System for Optimal Microgrid Control
title_fullStr Fully Decentralized Multi-Agent System for Optimal Microgrid Control
title_full_unstemmed Fully Decentralized Multi-Agent System for Optimal Microgrid Control
title_sort fully decentralized multi-agent system for optimal microgrid control
publisher FIU Digital Commons
publishDate 2016
url http://digitalcommons.fiu.edu/etd/2461
http://digitalcommons.fiu.edu/cgi/viewcontent.cgi?article=3669&context=etd
work_keys_str_mv AT deazevedoricardo fullydecentralizedmultiagentsystemforoptimalmicrogridcontrol
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