Title :
Tension estimation by fuzzy predictors in heavy facilities
Author :
Jan Platoš;Václav Snášel;Pavel Krömer;Petr Fiala
Author_Institution :
Department of Computer Science, FEECS, VŠ
Abstract :
We use genetic programming to evolve accurate predictors (fuzzy rules) that are deployed to estimate the tension in a power plant generator. The meta-heuristic is compared to the finite element method that was used to compute estimated tension. In contrast to the finite element method, the fuzzy predictor (once found) approximates the tension in the facility quickly and with sufficient precision.
Keywords :
"Genetic programming","Generators","Finite element methods","Indexes","Biological cells","Genetic algorithms","Fuzzy sets"
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
Print_ISBN :
978-1-4577-2151-9
DOI :
10.1109/HIS.2011.6122163
