Earticle

초록

영어

In critical fields such as flight, agriculture, tourism, etc, forecasting is an important issue due to its effectiveness in human life to know what will happen for unpredictable situations and events. Weather forecasts provide critical information about future weather conditions. Actually, weather forecasting plays an important role in our daily life by predicting what the weather will be tomorrow and it is reflected in a wide area of applications in our life so, we can prevent huge damages by forecasting the coming of storms or typhoons or get benefits from the forecasting activities. The temperature warnings are important forecasts because they are used to protect life and property and to improve the efficiency of operations. We propose computer-based models for weather forecasting based on temperature to predict the daily temperature using two techniques, artificial neural networks and fuzzy logic. The main purpose from this study is to develop different weather forecasting models based on the two techniques over different regions. The developed models show that the objectives of the study were achieved successfully. Finally, the models have been tested and the results confirm that the proposed models are capable to forecast the daily temperatures.

목차

Abstract
 1. Introduction
 2. Research Problem
 3. Literature Review
  3.1. Neural Networks Techniques
  3.2. Fuzzy Logic Techniques
  3.3. Hybrid Techniques
 4. Research Methodology
  4.1. Steps of the used Methodology
 5. System Modeling
  5.1. System Modelling
  5.2. Modelling Approaches for Complex System
  5.3. Models Classifications
 6. Introduction to Fuzzy Logic
 7. Experimental Results
  7.1 Amman Airport Models
  7.2 Taipei \ China Models
 8. Conclusion
 References

키워드

저자

• L. Al-Matarneh [ Al-Balqa Applied University, Jordan ]
• A. Sheta [ The World Islamic Sciences and Education University (WISE), Jordan 3Hashemite University, Jordan ]
• S. Bani-Ahmad [ Al-Balqa Applied University, Jordan ]
• J.Alshaer [ Al-Balqa Applied University, Jordan ]
• I.Al-oqily [ Hashemite University, Jordan ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Multimedia and Ubiquitous Engineering

• 간기

  월간

• pISSN

  1975-0080

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605