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Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System
المؤلفون المشاركون
Sušanj, Ivana
Marović, Ivan
Ožanić, Nevenka
المصدر
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-12-20
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
The impact of natural disasters increases every year with more casualties and damage to property and the environment.
Therefore, it is important to prevent consequences by implementation of the early warning system (EWS) in order to announce the possibility of the harmful phenomena occurrence.
In this paper, focus is placed on the implementation of the EWS on the micro location in order to announce possible harmful phenomena occurrence caused by wind.
In order to predict such phenomena (wind speed), an artificial neural network (ANN) prediction model is developed.
The model is developed on the basis of the input data obtained by local meteorological station on the University of Rijeka campus area in the Republic of Croatia.
The prediction model is validated and evaluated by visual and common calculation approaches, after which it was found that it is possible to perform very good wind speed prediction for time steps Δt=1 h, Δt=3 h, and Δt=8 h.
The developed model is implemented in the EWS as a decision support for improvement of the existing “procedure plan in a case of the emergency caused by stormy wind or hurricane, snow and occurrence of the ice on the University of Rijeka campus.”
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Marović, Ivan& Sušanj, Ivana& Ožanić, Nevenka. 2017. Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System. Complexity،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1142711
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Marović, Ivan…[et al.]. Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System. Complexity No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1142711
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Marović, Ivan& Sušanj, Ivana& Ožanić, Nevenka. Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System. Complexity. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1142711
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1142711
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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