Fuzzy Rule-Based Expert System for Predicting Space Weather in 1996–2006
Publish place: 2nd Joint Congress on Fuzzy and Intelligent Systems
Publish Year: 1387
Type: Conference paper
Language: English
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FJCFIS02_116
Index date: 17 July 2013
Fuzzy Rule-Based Expert System for Predicting Space Weather in 1996–2006 abstract
This paper presents the usage of rule-based fuzzy expert system for satellite alert systems. The solar indices are described by fuzzy models and with the ruleinduction algorithms the rules are generated. After rule reduction process they are used as reasoning rules in a fuzzy inference system. Ultimately, regarding the effectsof weight of the different criteria and related fired rules, the rule-based inference engine of the developedexpert system over new observations, declares suitablealerts to satellites systems to prevent harms. This paper presented, the advantages of rule-based fuzzy expertsystems in preventing the harms caused by solar activities are presented. The results of application of this system on real data are shown to make the alert more exact.
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Fuzzy Rule-Based Expert System for Predicting Space Weather in 1996–2006 authors
Reza Mahini
Electrical, Computer and IT Eng. Department, Payame Noor University
Caro Lucas
University of Tehran, Iran
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