Application of SARIMA Model for Forecasting Consumption of Electricity in Gezira State, Sudan (2006-2018)

تطبيقات نماذج ساريما للتنبؤ باستهلاك الكهرباء في ولاية الجزيرة, السودان  (2006- 2018)

المؤلفون

  • Nada Mohammed Ahmed Alamin

الكلمات المفتاحية:

نموذج الانحدار الذاتي التكاملي المتوسط المتحرك الموسمي
معامل ثايل
استهلاك الكهرباء

الملخص

The purpose of the research is to reach the forecast of monthly electricity consumption in Gezira state, Sudan for the period (Jun 2018 - Dec 2020) through the application to the historical data of electric power consumption (Jan 2006-May 2018) obtained from the National Control Center, which has been applied in the research methodology of seasonal Autoregressive Integrated Moving Average due to seasonal behavior in the data, good forecast has been given by SARIMA (2, 1, 7) (0, 1, 1), which has been examined its quality using the Thiel coefficient. The study recommended the use of the model of seasonal Autoregressive Integrated Moving Average in data with Seasonal behavior due to its simple application and accuracy of the results reached.

السيرة الشخصية للمؤلف

Nada Mohammed Ahmed Alamin

 

Department of Mathematics || Faculty of Science || University of Hafr Albatin || KSA

التنزيلات

منشور

2019-12-30

كيفية الاقتباس

1.
Nada Mohammed Ahmed Alamin. Application of SARIMA Model for Forecasting Consumption of Electricity in Gezira State, Sudan (2006-2018): تطبيقات نماذج ساريما للتنبؤ باستهلاك الكهرباء في ولاية الجزيرة, السودان  (2006- 2018). jnslas [انترنت]. 30 ديسمبر، 2019 [وثق 18 يناير، 2022];3(4):102-90. موجود في: https://journals.ajsrp.com/index.php/jnslas/article/view/1988

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