TY - GEN A1 - Marcu, Teodor A2 - Korbicz, Józef - red. A2 - Uciński, Dariusz - red. PB - Zielona Góra: Uniwersytet Zielonogórski N2 - The problem of robust diagnosis of process faults is addressed in the context of intelligent control. Fuzzy and non-parametric theoretic decision methods of pattern recognition are developed and applied to model-based fault detection based on parameter estimation. The present approach uses the concept of fuzzy sets to construct and to improve the performances of linear and nonlinear classifiers based on a distance. Simulation and experimental results regarding the diagnosis of various processes are included in two comparative studies. L1 - http://zbc.uz.zgora.pl/repozytorium/Content/57797/AMCS_1996_6_4_10.pdf L2 - http://zbc.uz.zgora.pl/repozytorium/Content/57797 KW - sterowanie KW - sterowanie-teoria KW - sztuczna inteligencja KW - matematyka stosowana KW - informatyka T1 - Pattern recognition techniques using fuzzily labeled data for process fault detection UR - http://zbc.uz.zgora.pl/repozytorium/dlibra/docmetadata?id=57797 ER -