Kasra Mohammadi
Publications
108
h-index
35
Citations
3,373
Highly Influential Citations
91
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Assessing different parameters estimation methods of Weibull distribution to compute wind power density
Kasra Mohammadi, Omid Alavi, A. Mostafaeipour, N. Goudarzi, Mahdi Jalilvand
Mathematics
15 January 2016
In this study, the effectiveness of six numerical methods is evaluated to determine the shape (k) and scale (c) parameters of Weibull distribution function for the purpose of calculating the wind… Expand
180 Citations
8
An analysis of wind energy potential and economic evaluation in Zahedan, Iran
A. Mostafaeipour, M. Jadidi, Kasra Mohammadi, A. Sedaghat
Engineering
1 February 2014
Most people would produce their own clean local energy if it were easy and affordable. When a renewable energy system is installed, there is an upfront cost that can be partially or completely offset… Expand
140 Citations
8
PDF
Introducing the best model for predicting the monthly mean global solar radiation over six major cities of Iran
H. Khorasanizadeh, Kasra Mohammadi
Mathematics
1 March 2013
In this study, by using long-term global solar radiation data and other meteorological parameters, 11 empirical models taken from the literature were tested for prediction of monthly mean daily… Expand
61 Citations
6
A new hybrid support vector machine–wavelet transform approach for estimation of horizontal global solar radiation
Kasra Mohammadi, S. Shamshirband, C. W. Tong, Muhammad Arif, D. Petkovic, Sudheer Ch
Mathematics
1 March 2015
In this paper, a new hybrid approach by combining the Support Vector Machine (SVM) with Wavelet Transform (WT) algorithm is developed to predict horizontal global solar radiation. The predictions are… Expand
160 Citations
5
PDF
A support vector machine–firefly algorithm-based model for global solar radiation prediction
L. Olatomiwa, S. Mekhilef, Shahaboddin Shamshirband, Kasra Mohammadi, D. Petkovic, C. Sudheer
Mathematics
1 May 2015
In this paper, the accuracy of a hybrid machine learning technique for solar radiation prediction based on some meteorological data is examined. For this aim, a novel method named as SVM–FFA is… Expand
196 Citations
5
PDF
Evaluating the suitability of wind speed probability distribution models: A case of study of east and southeast parts of Iran
Omid Alavi, Kasra Mohammadi, A. Mostafaeipour
Mathematics
1 July 2016
Abstract Precise information of wind speed probability distribution is truly significant for many wind energy applications. The objective of this study is to evaluate the suitability of different… Expand
72 Citations
5
Support vector regression based prediction of global solar radiation on a horizontal surface
Kasra Mohammadi, Shahaboddin Shamshirband, M. Anisi, Khubaib Amjad Alam, D. Petkovic
Mathematics
1 February 2015
Abstract In this paper, the support vector regression (SVR) methodology was adopted to estimate the horizontal global solar radiation (HGSR) based upon sunshine hours ( n ) and maximum possible… Expand
121 Citations
3
PDF
Extreme learning machine based prediction of daily dew point temperature
Kasra Mohammadi, Shahaboddin Shamshirband, S. Motamedi, D. Petkovic, R. Hashim, M. Gocić
Engineering, Computer Science
Comput. Electron. Agric.
1 September 2015
TLDR
The study results convincingly advocate that ELM can be employed as an efficient method to predict daily dew point temperature with much higher precision than the SVM and ANN techniques. Expand
67 Citations
3
PDF
Predicting the wind power density based upon extreme learning machine
Kasra Mohammadi, Shahaboddin Shamshirband, Por Lip Yee, D. Petkovic, M. Zamani, Sudheer Ch
Engineering
15 June 2015
Precise predictions of wind power density play a substantial role in determining the viability of wind energy harnessing. In fact, reliable prediction is particularly useful for operators and… Expand
64 Citations
3
A statistical comparative study to demonstrate the merit of day of the year-based models for estimation of horizontal global solar radiation
H. Khorasanizadeh, Kasra Mohammadi, Mahdi Jalilvand
Mathematics
1 November 2014
Abstract This study deals with identifying whether the accuracy of the day of the year-based (DYB) models for prediction of the horizontal daily global solar radiation is as competitive as the… Expand
42 Citations
3
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