![](/images/graphics-bg.png)
Monthly peak-load demand forecasting for Sulaimani governorate using different weather conditions based on ANN model
Other Title(s)
تنبؤات شهرية بالطلب لحمل الذروة لمحافظة السليمانية باستخدام ظروف الطقس المختلفة بناء على نموذج شبكة أعصاب صناعية (ANN)
Joint Authors
Husayn, Wardah Ali
Minah, Luqman Mahmud
Source
Sulaimani Journal of Engineering Sciences
Issue
Vol. 7, Issue 1 (30 Apr. 2020), pp.11-22, 12 p.
Publisher
University of Sulaimani Collage of Engineering
Publication Date
2020-04-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Abstract EN
Mid-term forecasting of load demand is necessary for the correct operation of electric utilities.
There is an on-going attention toward putting new approaches to the task.
Recently, Artificial Neural Network has played a successful role in various applications.
This paper is presents a monthly peak-load demand forecasting for Sulaimani (located in northern Iraq) using the most widely used traditional method based on an artificial natural network, the performance of the model is tested on the actual historical monthly demand of the Governorate for the years 2013 to 2017.
The standard mean olute percentage error method is used to evaluate the accuracy of forecasting models, the results obtained shows a very good estimation of the load.
The mean olute percentage error MAPE is 0.056.
American Psychological Association (APA)
Husayn, Wardah Ali& Tahir, Muhammad Abd Allah Husayn& Minah, Luqman Mahmud. 2020. Monthly peak-load demand forecasting for Sulaimani governorate using different weather conditions based on ANN model. Sulaimani Journal of Engineering Sciences،Vol. 7, no. 1, pp.11-22.
https://search.emarefa.net/detail/BIM-1262516
Modern Language Association (MLA)
Tahir, Muhammad Abd Allah Husayn…[et al.]. Monthly peak-load demand forecasting for Sulaimani governorate using different weather conditions based on ANN model. Sulaimani Journal of Engineering Sciences Vol. 7, no. 1 (Apr. 2020), pp.11-22.
https://search.emarefa.net/detail/BIM-1262516
American Medical Association (AMA)
Husayn, Wardah Ali& Tahir, Muhammad Abd Allah Husayn& Minah, Luqman Mahmud. Monthly peak-load demand forecasting for Sulaimani governorate using different weather conditions based on ANN model. Sulaimani Journal of Engineering Sciences. 2020. Vol. 7, no. 1, pp.11-22.
https://search.emarefa.net/detail/BIM-1262516
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1262516