Multiagent Systems Based Modeling and Implementation of Dynamic Energy Management of Smart Microgrid Using MACSimJX
Joint Authors
Raju, Leo
Milton, R. S.
Mahadevan, Senthilkumaran
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-04
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
The objective of this paper is implementation of multiagent system (MAS) for the advanced distributed energy management and demand side management of a solar microgrid.
Initially, Java agent development environment (JADE) frame work is used to implement MAS based dynamic energy management of solar microgrid.
Due to unstable nature of MATLAB, when dealing with multithreading environment, MAS operating in JADE is linked with the MATLAB using a middle ware called Multiagent Control Using Simulink with Jade Extension (MACSimJX).
MACSimJX allows the solar microgrid components designed with MATLAB to be controlled by the corresponding agents of MAS.
The microgrid environment variables are captured through sensors and given to agents through MATLAB/Simulink and after the agent operations in JADE, the results are given to the actuators through MATLAB for the implementation of dynamic operation in solar microgrid.
MAS operating in JADE maximizes operational efficiency of solar microgrid by decentralized approach and increase in runtime efficiency due to JADE.
Autonomous demand side management is implemented for optimizing the power exchange between main grid and microgrid with intermittent nature of solar power, randomness of load, and variation of noncritical load and grid price.
These dynamics are considered for every time step and complex environment simulation is designed to emulate the distributed microgrid operations and evaluate the impact of agent operations.
American Psychological Association (APA)
Raju, Leo& Milton, R. S.& Mahadevan, Senthilkumaran. 2016. Multiagent Systems Based Modeling and Implementation of Dynamic Energy Management of Smart Microgrid Using MACSimJX. The Scientific World Journal،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1120650
Modern Language Association (MLA)
Raju, Leo…[et al.]. Multiagent Systems Based Modeling and Implementation of Dynamic Energy Management of Smart Microgrid Using MACSimJX. The Scientific World Journal No. 2016 (2016), pp.1-14.
https://search.emarefa.net/detail/BIM-1120650
American Medical Association (AMA)
Raju, Leo& Milton, R. S.& Mahadevan, Senthilkumaran. Multiagent Systems Based Modeling and Implementation of Dynamic Energy Management of Smart Microgrid Using MACSimJX. The Scientific World Journal. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1120650
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1120650