Platform for Multiagent Application Development Incorporating Accurate Communications Modeling
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Published version
Author(s)
Perkonigg, F
Brujic, D
Ristic, M
Type
Journal Article
Abstract
Multiagent systems are widely recognized as a method of choice for realization of distributed time-critical applications for the smart grid. However, no general solutions have been proposed for the difficult task of system development and validation, ready for deployment, which would fully account for the underlying communication network performance. We propose a novel platform designed for this purpose, which integrates a standard multiagent development framework [Java Agent Development (JADE)] and an industry standard communications network simulator (OPNET modeler). It was realized through generic extensions of the JADE framework to provide discrete event scheduling capabilities, while the OPNET modeler was extended to provide a generic method of associating the network nodes with agents running in JADE. The adopted method adheres to the high-level architecture standard. Importantly, applications developed using this platform may be deployed on the target system without manual modifications. A distributed protection application is presented and the performance is analyzed with respect to candidate agent behaviors and communication scenarios, demonstrating that the feasibility of the application critically depends on the choices made during its design and implementation.
Date Issued
2015-04-30
Date Acceptance
2015-04-15
Citation
IEEE Transactions on Industrial Informatics, 2015, 11 (3), pp.728-736
ISSN
1941-0050
Publisher
IEEE
Start Page
728
End Page
736
Journal / Book Title
IEEE Transactions on Industrial Informatics
Volume
11
Issue
3
Copyright Statement
© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
Engineering & Physical Science Research Council (E
Grant Number
EP/G031681/1
Subjects
Science & Technology
Technology
Automation & Control Systems
Computer Science, Interdisciplinary Applications
Engineering, Industrial
Computer Science
Engineering
Communication networks
multiagent systems (MASs)
smart grid
POWER ENGINEERING APPLICATIONS
SYSTEMS
TECHNOLOGIES
STANDARDS
FRAMEWORK
DESIGN
JAVA
Electrical & Electronic Engineering
08 Information And Computing Sciences
09 Engineering
10 Technology
Publication Status
Published