Title :
Expert system for optimization of model reduction techniques
Author :
Fortuna, Luigi ; Gallo, Antonio ; Nunnari, Giuseppe
Author_Institution :
Istituto di Elettrotecnica ed Elettronica, Catania Univ., Italy
fDate :
6/1/1989 12:00:00 AM
Abstract :
An expert system used for model reduction is described. The system is a useful tool in the heuristic optimization of approximate model design. A set of rules for selection of the appropriate approximation algorithms has been derived from experience. The approach represents a novel way of formalizing rules in order to obtain optimal reduced-order models. The expert system (EXPRED) has been implemented using the M.1 shell of FRAMENTEC, which is one of the most powerful knowledge-based software tools for a personal computer.<>
Keywords :
control engineering computing; expert systems; optimisation; FRAMENTEC; M.1 shell; approximation algorithms; expert system; heuristic; model reduction; optimization; reduced-order models; Approximation algorithms; Computational modeling; Expert systems; Linear systems; Optimization methods; Power system modeling; Reduced order systems; Software algorithms; Software libraries; Software tools;
Journal_Title :
Control Systems Magazine, IEEE
