Preliminary wind resource assessment in South Sudan using reanalysis data and statistical methods

被引:24
作者
Ayik, A. [1 ]
Ijumba, N. [1 ,2 ]
Kabiri, C. [1 ]
Goffin, P. [1 ]
机构
[1] Univ Rwanda, Coll Sci & Technol, African Ctr Excellence Energy Sustainable Dev, KN 73 St,POB 3900, Kigali, Rwanda
[2] Univ KwaZulu Natal, Sch Engn, Durban, South Africa
关键词
MERRA-2; Renewable energy; Statistical methods; South Sudan; Wind energy; Wind resource assessment; POWER PRODUCTION; ENERGY; MERRA-2;
D O I
10.1016/j.rser.2020.110621
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The purpose of this study is to make a preliminary assessment of the wind resource in South Sudan. This is mainly to get data on the quality of the wind resource at different locations in the country and investigate its suitability for the development of wind power generation projects of all sizes. Wind data for 33 locations, covering the period from 1981 to 2019, were requested from Modern-Era Retrospective analysis for Research and Applications version 2 or MERRA-2. The data were then analysed to produce a variety of statistics that describe the quality of the wind resource in each location. Long-term monthly and annual averages together with wind direction were computed for each location at a height of 10 m above ground level. Wind speeds were extrapolated to hub heights of 30 and 50 m above ground level and fitted to five different distribution functions to get the parameters for estimating wind power density. Results show that at 10 m above ground level, the long-term annual average wind speeds range between 5.08 m/s and 2.36 m/s while wind power density range between 128.36 W/m(2) and 14.39 W/m(2). Development of utility-scale wind power plants is marginal in two locations while small-wind turbines development may be possible in the north-north eastern locations. Further research is proposed to explore the possibility of deployment of large-scale wind turbines at locations north-north east. Investigating the wind resource in other locations using alternative methods as well as possibility of development of small wind turbines is suggested.
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页数:22
相关论文
共 57 条
[1]   Evaluation of wind energy potential in Morocco's coastal regions [J].
Allouhi, A. ;
Zamzoum, O. ;
Islam, M. R. ;
Saidur, R. ;
Kousksou, T. ;
Jamil, A. ;
Derouich, A. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 72 :311-324
[2]  
[Anonymous], 2018, S SUDAN 1 ENV OUTLOO
[3]  
[Anonymous], DIR MERRA 2 WIND COM
[4]  
[Anonymous], 2016, HDB STAT DISTRIBUTIO
[5]  
[Anonymous], 2012, Wind Resource Assessment: A Practical Guide to Developing a Wind Project
[6]  
Asian Development Bank, 2017, GUID WIND RES ASS BE
[7]  
Bolker B., 2016, TOOLS GEN MAXIMUM LI
[8]  
BOSILOVICH MG, 2016, GMAO OFFICE NOTE, V9, P1, DOI DOI 10.1029/2002JB002333
[9]   An Assessment of NASA's GMAO MERRA-2 Reanalysis Surface Winds [J].
Carvalho, D. .
JOURNAL OF CLIMATE, 2019, 32 (23) :8261-8281
[10]  
Castillo E, EXTREME VALUE RELATE