Title :
Intuitionistic fuzzy generalized net models of industrial plants components
Author :
Alexieva, Joanna A. ; Christova, Nikolinka G.
Author_Institution :
Inst. of Electron., Bulgarian Acad. of Sci., Sofia, Bulgaria
Abstract :
The search for intelligent knowledge-based solutions necessarily addresses (a) the identification of models, (b) the definition and computation of acceptable solutions, and (c) the robust synthesis of information from multiple sources. In this paper, the problem of design adequate models for non-linear plants with large uncertainties is under consideration. A new approach based on the implementation of intuitionistic fuzzy generalized nets (IFGNs) is proposed. Development of IFGN models of some of the main stages of the process of softened water production in "Himco" Vratza is presented and discussed.
Keywords :
chemical industry; formal logic; fuzzy neural nets; industrial plants; modelling; IFGN models; industrial plants; intelligent knowledge-based solutions; intuitionistic fuzzy generalized net; modelling; process models; softened water production; Chemical technology; Encoding; Fault diagnosis; Industrial plants; Mathematical model; Predictive models; Problem-solving; Production; Robustness; Uncertainty;
Conference_Titel :
Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
Print_ISBN :
0-7803-8278-1
DOI :
10.1109/IS.2004.1344847