Urban Wind Resource Assessment: A Case Study on Cape Town

被引:14
作者
Gough, Matthew [1 ]
Lotfi, Mohamed [2 ,3 ]
Castro, Rui [4 ]
Madhlopa, Amos [5 ]
Khan, Azeem [6 ]
Catalao, Joao P. S. [2 ,3 ]
机构
[1] Inst Super Tecn, P-1049001 Lisbon, Portugal
[2] Univ Porto, Fac Engn, P-4200465 Porto, Portugal
[3] INESC TEC, P-4200465 Porto, Portugal
[4] Univ Lisbon, Inst Super Tecn, INESC ID, P-1049001 Lisbon, Portugal
[5] Univ Cape Town, Energy Res Ctr, Private Bag X3, ZA-7701 Cape Town, South Africa
[6] Univ Cape Town, Dept Elect Engn, Private Bag X3, ZA-7701 Cape Town, South Africa
基金
新加坡国家研究基金会;
关键词
wind energy; urban areas; wind speed; Weibull distribution; renewable energy sources; power generation planning; South Africa; TURBINES; SPEED;
D O I
10.3390/en12081479
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
As the demand for renewable energy sources energy grows worldwide, small-scale urban wind energy (UWE) has drawn attention as having the potential to significantly contribute to urban electricity demand with environmental and socio-economic benefits. However, there is currently a lack of academic research surrounding realizable UWE potential, especially in the South African context. This study used high-resolution annual wind speed measurements from six locations spanning Cape Town to quantify and analyze the city's UWE potential. Two-parameter Weibull distributions were constructed for each location, and the annual energy production (AEP) was calculated considering the power curves of four commonly used small-scale wind turbines (SWTs). The two Horizontal Axis Wind Turbines (HAWTs) showed higher AEP and capacity factors than Vertical Axis Wind Turbine (VAWT) ones. A diurnal analysis showed that, during summer, an SWT generates the majority of its electricity during the day, which resembles the typical South African electricity demand profile. However, during winter, the electricity is mainly generated in the early hours of the morning, which does not coincide with the typical load demand profile. Finally, the calculation of Levelized Cost of Electricity (LCOE) showed that SWT generation is more expensive, given current electricity market conditions and SWT technology. The study provides a detailed, large-scale and complete assessment of UWE resources of Cape Town, South Africa, the first of its kind at the time of this work.
引用
收藏
页数:20
相关论文
共 38 条
[1]   Effect of drag on the performance for an efficient wind turbine blade design [J].
Almukhtar, Ali H. .
TERRAGREEN 2012: CLEAN ENERGY SOLUTIONS FOR SUSTAINABLE ENVIRONMENT (CESSE), 2012, 18 :404-415
[2]  
[Anonymous], 2017, DISSERTATION
[3]  
Ayodele TR, 2012, J ENERGY SOUTH AFR, V23, P30
[4]   Variability of the Wind Turbine Power Curve [J].
Bandi, Mahesh M. ;
Apt, Jay .
APPLIED SCIENCES-BASEL, 2016, 6 (09)
[5]   Progress in observing and modelling the urban boundary layer [J].
Barlow, Janet F. .
URBAN CLIMATE, 2014, 10 :216-240
[6]  
Brosius W., 2009, FEASIBILITY STUDY WI
[7]   A 2-DIMENSIONAL MESOSCALE NUMERICAL-MODEL OF AN URBAN MIXED LAYER .1. MODEL FORMULATION, SURFACE-ENERGY BUDGET, AND MIXED LAYER DYNAMICS [J].
BYUN, DW ;
ARYA, SPS .
ATMOSPHERIC ENVIRONMENT PART A-GENERAL TOPICS, 1990, 24 (04) :829-844
[8]   A review of wind speed probability distributions used in wind energy analysis Case studies in the Canary Islands [J].
Carta, J. A. ;
Ramirez, P. ;
Velazquez, S. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2009, 13 (05) :933-955
[9]   Energy output estimation for small-scale wind power generators using Weibull-representative wind data [J].
Celik, AN .
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 2003, 91 (05) :693-707
[10]  
Department of Energy Republic of South Africa, 2016, INT RES PLAN UPD ASS