From: Influence of Weibull parameters on the estimation of wind energy potential
Authors (date) | Methods used | Data sources | Period | Statistical tests | Best methods found | Site(s) |
---|---|---|---|---|---|---|
Tiam Kapen et al. (2020) | EMJ, EML, MM, GM, MoroM, EPFM, MLM, MMLM, EEM, AMLM | Local station data | 7 years | RMSE, X2, R2 | MLM | Bafoussam (Cameroon) |
Ouahabi et al. (2020) | EMJ, EML, MM, EPFM, GM | Local station data | 3 years | R2, RMSE, X2 | MM | Tetouan (Morocco) |
Sumair et al., (2020) | WEIM, MLM, MML | Satellite data | 3 years | WEE, RMSE, R2 | WEI | Sixty sites (Pakistan) |
Kengne Signe et al., (2019) | GM, EMJ, EPFM, MLM, MM, MMLM, EEM | Local station data | 21 months | RMSE, X2, R2 | EPFM, MM | Douala (Cameroon) |
Chaurasiya et al., (2018) | GM, MM, PDM, EMJ, EML, MLM, MMLM, LSM, AMLM | Local station data | 1 month | RMSE, R2, MAPE, X2 | MMLM, MLM | Kayathar |
Teyabeen et al., (2017) | GM, MM, EMJ, EML, EPFM, MLM, MMLM | Local station data | 1 year | MAPE, MABE, RMSE, R2 | EMJ, EML | Zuwara (Libya) |
Aukitino et al., (2017) | MQM, MM, LSM, MLM, MMLM, EPFM, EEM | SODAR | 1 year | R2, COE, RMSE, MAE, MAPE | MM | Tarawa & Abaiang |
Mohammadi et al., (2016) | GM, EML, EMJ, EPFM, MLM, MMLM | Local station data | 3 years | RPE, MAPE, MABE, RMSE, RRMSE, R, IA | EMJ, EML, EPFM, MLM | Alberta (Canada) |
Werapun et al., (2015) | EMJ, EPFM, MLM, MMLM, GM | Local station data | 3 years | Kolmogorov-Sminorv test, R2, RMSE, PEWPD | EPFM | Phangan Island (Thailand) |
Kaoga et al., (2014) | GM, MLM, MMLM, EMJ, EPFM | Satellite data | 28 years | RMSE, R2 | EPFM | Kousseri (Cameroon) |
Costa Rocha et al., (2012) | GM, MLM, EPFM, MM, EMJ, MMLM, EEM | Local station data | 21 months | RMSE, X2, R2 | EEM | locations in Brazil |
Akdağ & Dinler, (2009) | NPDM, MLM, GM | Local station data | 120 months 120 months 48 months 24 months | RMSE, R2 | NPDM | Maden, Gökçeada, Çanakkale and Bozcaada (Turkey) |
This Work | GM, EMJ, EML, EPFM, MLM, MMLM, AMLM, LSM, WLSM, CFM, WVM, MoroM, MQM | Satellite data | 10 years | RMSE, R2, RE | EPFM | DR Congo Botswana Mauritania |