[Home ] [Archive]    
:: Volume 16, Issue 2 (3-2020) ::
JSRI 2020, 16(2): 319-342 Back to browse issues page
Analysis of Wind Speed Data Based on the New Upper Truncated Inverse Weibull Distribution; A Case Study: Ardabil, Iran
Gholamhossein Yari, Zahra Karimi Ezmareh *1
1- , z_ karimi@mathdep.iust.ac.ir
Abstract:   (79 Views)
In this paper, for the first time, the upper truncated inverse Weibull (UTIW) distribution is proposed for modeling wind speed data.
Since there is a upper limit for empirical wind speed data, this data can be represented by using the UTIW distribution. In this study, the UTIW distribution is introduced and some of its statistical properties are studied. Then, the parameters of this distribution are estimated by using different methods. Simulation studies for these estimators are presented. In addition, the mentioned distribution performance is tested on real wind speed data of Ardabil province in Iran. Based on the results of the analysis, it is found that the presented distribution in this study for modeling wind speed data is more appropriate than recently introduced distributions. Finally, this distribution can be used as an alternative model for evaluating wind speed data.
Keywords: Inverse Weibull distribution, upper truncated inverse Weibull distribution, wind speed, parameters estimation, Monte-Carlo simulation, model selection criteria.
Full-Text [PDF 3408 kb]   (60 Downloads)    
Type of Study: Research | Subject: General
Received: 2020/08/23 | Accepted: 2021/02/8 | Published: 2021/09/19
Send email to the article author

Add your comments about this article
Your username or Email:


XML   Persian Abstract   Print

Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Yari G, Karimi Ezmareh Z. Analysis of Wind Speed Data Based on the New Upper Truncated Inverse Weibull Distribution; A Case Study: Ardabil, Iran. JSRI. 2020; 16 (2) :319-342
URL: http://jsri.srtc.ac.ir/article-1-379-en.html

Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 16, Issue 2 (3-2020) Back to browse issues page
مجله‌ی پژوهش‌های آماری ایران (علمی - پژوهشی) Journal of Statistical Research of Iran JSRI
Persian site map - English site map - Created in 0.03 seconds with 29 queries by YEKTAWEB 4343