Efficiency comparison of historical and newly developed Weibull parameters estimation methods

This work compares the efficiency of historically used Weibull parameters estimation methods with newly developed method. Newly developed method has been termed as Combined Linearized Moment Method (CLMM). Five-year wind data at five locations namely Chaghi, Lehri, Badin, Hyderabad and Nankana Sahib...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Energy Exploration & Exploitation. - Sage Publications, Inc.. - 39(2021), 6, Seite 2257-2278
1. Verfasser: Sumair, Muhammad (VerfasserIn)
Weitere Verfasser: Aized, Tauseef, Gardezi, Syed Asad Raza, Aslam, Muhammad Waqas
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:Energy Exploration & Exploitation
LEADER 01000naa a22002652 4500
001 JST141337540
003 DE-627
005 20250107175149.0
007 cr uuu---uuuuu
008 250107s2021 xx |||||o 00| ||eng c
035 |a (DE-627)JST141337540 
035 |a (JST)27166830 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a Sumair, Muhammad  |e verfasserin  |4 aut 
245 1 0 |a Efficiency comparison of historical and newly developed Weibull parameters estimation methods 
264 1 |c 2021 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
520 |a This work compares the efficiency of historically used Weibull parameters estimation methods with newly developed method. Newly developed method has been termed as Combined Linearized Moment Method (CLMM). Five-year wind data at five locations namely Chaghi, Lehri, Badin, Hyderabad and Nankana Sahib (Pakistan) was used for the calculation of Weibull parameters. Efficiency was assessed and compared using R-Squared(R²), MSE, RMSE, wind error (WE), MAPE and Chi-test (χ²). Each method was given a rank against each performance evaluation criterion and then an overall ranking was done. The study concluded that CLMM is the most accurate method among all while Empirical Method of Justus (EMJ) is the least accurate. Hence, CLMM can be used to estimate Weibull parameters for wind resource assessment with significant accuracy. 
540 |a © The Author(s) 2020 
655 4 |a research-article 
700 1 |a Aized, Tauseef  |e verfasserin  |4 aut 
700 1 |a Gardezi, Syed Asad Raza  |e verfasserin  |4 aut 
700 1 |a Aslam, Muhammad Waqas  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t Energy Exploration & Exploitation  |d Sage Publications, Inc.  |g 39(2021), 6, Seite 2257-2278  |w (DE-627)JST112767508  |x 20484054  |7 nnns 
773 1 8 |g volume:39  |g year:2021  |g number:6  |g pages:2257-2278 
856 4 0 |u https://www.jstor.org/stable/27166830  |3 Volltext 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_JST 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 39  |j 2021  |e 6  |h 2257-2278