Weather prediction using fuzzy sets and inference methodology

Citation
Hb. Diab et Jj. Saade, Weather prediction using fuzzy sets and inference methodology, J INTEL FUZ, 7(3), 1999, pp. 283-305
Citations number
21
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
ISSN journal
10641246 → ACNP
Volume
7
Issue
3
Year of publication
1999
Pages
283 - 305
Database
ISI
SICI code
1064-1246(1999)7:3<283:WPUFSA>2.0.ZU;2-J
Abstract
This paper presents the use of fuzzy inference methodologies in the predict ion of the weather, as a viable alternative to the classical complex, costl y and time-consuming weather prediction techniques. Basic weather elements which affect weather characteristics and which underlie the factors used in advanced weather prediction methods are fuzzified. They are then used in f uzzy weather prediction models based on fuzzy inferences. These models are simulated and the crisp results obtained using different existing and recen tly developed defuzzification strategies are compared with the actual weath er data. Further, conclusive comments are provided regarding the effectiven ess of the introduced models and the avenues which need to be explored in o rder to make them increasingly efficient.