Title :
Agent-based intelligent control for real-time operation of a microgrid
Author :
Aung, H.N. ; Khambadkone, A.M. ; Srinivasan, Dipti ; Logenthiran, T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
This paper presents an intelligent agent-based control for real-time operation of a hybrid microgrid in both islanded and interconnected modes. The proposed control architecture contains different types of agents such as Photovoltaic agent, Fuel cell agent, Distributed Generator agent, Power Converter Building Block agent, Composite Energy Storage System agent and Load agent, which represent each major components in the microgrid. In this paper, the control system implementation will be discussed in details by describing each agent´s and the control algorithm associated with ontology creation. The proposed control system is developed as a Multi Agent System (MAS) in JADE platform and the microgrid is implemented in Real Time Digital Simulator (RTDS). A real-time communication interface between MAS and RTDS is presented via TCP/IP. To demonstrate the effectiveness of the proposed control architecture, simulation studies have been performed on the developed hybrid microgrid. The simulation results indicate that the proposed agent-based control system effectively coordinates the distributed energy resources in real-time for operation of both islanded and grid connected modes.
Keywords :
control engineering computing; distributed power generation; multi-agent systems; ontologies (artificial intelligence); power distribution control; JADE platform; RTDS; Real Time Digital Simulator; TCP-IP; agent-based intelligent control; composite energy storage system agent; control system implementation; distributed energy resources; distributed generator agent; fuel cell agent; interconnected mode; islanded mode; load agent; microgrid; multi-agent system; ontology creation; photovoltaic agent; power converter building block agent; real-time communication interface; real-time operation; Computer architecture; Load modeling; Monitoring; Ontologies; Real time systems; Switches; Microgrid; Multi-Agent System; Real Time Digital Simulator; Real-Time Operation;
Conference_Titel :
Power Electronics, Drives and Energy Systems (PEDES) & 2010 Power India, 2010 Joint International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4244-7782-1
DOI :
10.1109/PEDES.2010.5712495