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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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 |
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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 |
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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 |
_version_ |
1718581103264006144 |