FailureDetectionMAS
Fault Detection in Space Systems with Multiagent Systems using JADE
| |
| Short Description: | The aim of the project is to developing a MAS (Multi Agent System) for fault detection that analyzes data coming from space systems.
Every agent will implement a different approach for modeling the nominal flow of data (e.g., ARMA, neural network, ...) and will cooperate with the other agents to reach a unique response of the whole system (which will be returned to the user), when a failure is identified. The project will develop a prototype MAS written in Java using JADE framework, able to detect faults in realistic data streams. |
| Coordinator: | FrancescoAmigoni (francesco.amigoni@polimi.it) |
| Tutor: | FrancescoAmigoni (francesco.amigoni@polimi.it) |
| Collaborator: | |
| Students: | MatteoGallo (matteo1.gallo@mail.polimi.it), MatteoGarza (matteo.garza@mail.polimi.it) |
| Research Area: | warning.png"AI" is not in the list of possible values (Affective Computing, Agents - Multiagent Systems - Agencies, BioSignal Analysis, Computational Intelligence and Games, Computer Vision and Image Analysis, E-Science, Machine Learning, Philosophy of Artificial Intelligence, Robotics, Social Software and Semantic Web) for this property.AI |
| Research Topic: | Multi Agent System |
| Start: | 05/12/2012 |
| Status: | Active |
Description
Fault Detection in Space Systems with Multiagent Systems using JADE
The aim of the project is to developing a MAS (Multi Agent System) for fault detection that analyzes data coming from space systems. Every agent will implement a different approach for modeling the nominal flow of data (e.g., ARMA, neural network, ...) and will cooperate with the other agents to reach a unique response of the whole system (which will be returned to the user), when a failure is identified. The project will develop a prototype MAS written in Java using JADE framework, able to detect faults in realistic data streams.
