A combined 2-dimensional fuzzy regression model to study effect of climate change on the electrical peak load
Joint Authors
Zaman, Husayn
Hamid Shakouri G.
Source
The Iraqi Journal of Electrical and Electronic Engineering
Issue
Vol. 6, Issue 1 (30 Jun. 2010), pp.45-49, 5 p.
Publisher
University of Basrah College of Engineering
Publication Date
2010-06-30
Country of Publication
Iraq
No. of Pages
5
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Topics
Abstract EN
This paper studies the impact of climate change on the electricity consumption by means of a fuzzy regression approach.
The climate factors which have been considered in this paper are humidity and temperature, whereas the simultaneous effect of these two climate factors is considered.
The impacts of other climate variables, like the wind, with a minor effect on energy consumption are ignored.
The innovation which applies in this paper is the division of the year into two parts by using the temperature-day graph in the year.
To index the humidity, data of the minimum humidity per day are used.
For temperature, the maximum temperature of the first part of the year (warm days) and the minimum of the second part (cold days) are used.
The indicator for the consumption is the daily peak load.
The model results show high sensitivity to the temperature but low sensitivity to the humidity.
Moreover, it is concluded that the model structure cannot be the same and for the cold par additional variables such as gas consumption should be considered.
American Psychological Association (APA)
Hamid Shakouri G.& Zaman, Husayn. 2010. A combined 2-dimensional fuzzy regression model to study effect of climate change on the electrical peak load. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 6, no. 1, pp.45-49.
https://search.emarefa.net/detail/BIM-289052
Modern Language Association (MLA)
Hamid Shakouri G.& Zaman, Husayn. A combined 2-dimensional fuzzy regression model to study effect of climate change on the electrical peak load. The Iraqi Journal of Electrical and Electronic Engineering Vol. 6, no. 1 (2010), pp.45-49.
https://search.emarefa.net/detail/BIM-289052
American Medical Association (AMA)
Hamid Shakouri G.& Zaman, Husayn. A combined 2-dimensional fuzzy regression model to study effect of climate change on the electrical peak load. The Iraqi Journal of Electrical and Electronic Engineering. 2010. Vol. 6, no. 1, pp.45-49.
https://search.emarefa.net/detail/BIM-289052
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 49
Record ID
BIM-289052