Multi-agent solutions for energy systems: A model driven approach
Résumé
The complexity and intelligence of energy systems has increased in the recent years, whereas using Multi-agents system (MAS) technology has been recommended by IEEE for developing software solutions for modeling, controlling, and simulating their behaviors. Available MAS solutions for energy systems are generally designed for resolving specific problems by proposing ad-hoc solutions, without considering interoperability and reusability.
We propose a methodology, based on the Model-Driven Engineering (MDE) technique, for developing MAS solutions for energy systems. Our methodology uses the Common Information Model standard (CIM), recommended by IEEE, and the existing Platform Independent agent metamodel PIM4Agents. Our proposal allows modeling MAS solutions for power engineering applications, by means of a platform independent model that abstracts developers from existing agent-oriented methodologies and platforms. Applying model transformations, the generated models can be transformed and executed within several agent platforms such as JACK and JADE. The proposal has been partially validated by means of a well-known test case.
Mots clés
multi-agent systems (MAS)
open systems
software agents
energy systems
software solutions
Common Information Model standard
platform independent model
Platform Independent agent metamodel PIM4Agents
MDE technique
Ontologies
Unified modeling language
Proposals
Interoperability
Standards
Common Information Model
Energy
Electricity