Title :
Balancing effective realization and design simplicity in the design of a distributed hybrid control environment
Author :
Grelle, Carmine ; Ippolito, Lucio ; Loia, Vincenzo ; Siano, Pierluigi
Author_Institution :
Dipt. di Matematica e Infonnatica, Universita degli Studi di Salerno, Italy
Abstract :
When designing very complex control strategy using hybrid technology, one usually faces the challenge of balancing effective realization of multi-control modeling with design simplicity. To better manage this difficulty we have used the agent paradigm as a simple and powerful bridge between asynchronous/distributed computation and Matlab environment. The proposed architecture has been used to design a complex hybrid control environment featuring multi-objective, Fuzzy C-means, and Genetic Algorithm in order to design hybrid control strategies suitable for the energy flows management on board of hybrid electric vehicles.
Keywords :
control system analysis computing; decision support systems; digital simulation; distributed control; genetic algorithms; hybrid electric vehicles; mobile agents; multi-agent systems; Matlab environment; agent paradigm; asynchronous computation; balancing effective realization; decision support systems; design simplicity; distributed computation; distributed hybrid control environment; energy flow management; fuzzy C-means algorithm; genetic algorithm; hybrid electric vehicles; multicontrol modeling; multiobjective algorithm; Algorithm design and analysis; Bridges; Computer architecture; Distributed computing; Distributed control; Energy management; Environmental management; Fuzzy control; Genetic algorithms; Mathematical model;
Conference_Titel :
Fuzzy Information, 2004. Processing NAFIPS '04. IEEE Annual Meeting of the
Print_ISBN :
0-7803-8376-1
DOI :
10.1109/NAFIPS.2004.1336264