A Feasibility Analysis of Wind Energy Potential and Seasonal Forecasting Trends in Thatta District: A Project to Combat the Energy Crisis in Pakistan

被引:0
|
作者
Bhutto, Jahangeer Khan [1 ]
Tong, Zhijun [1 ]
Fraz, Tayyab Raza [2 ]
Baloch, Mazhar [3 ]
Ali, Haider [4 ]
Zhang, Jiquan [1 ]
Liu, Xingpeng [1 ,5 ]
Al-Masnay, Yousef A. [5 ]
机构
[1] Northeast Normal Univ, Inst Nat Disaster Res, Sch Environm, Changchun 130024, Peoples R China
[2] Univ Karachi, Dept Stat, Karachi 75270, Pakistan
[3] Asharqiyah Univ, Coll Engn, Ibra 400, Oman
[4] State Environm Protect Northeast Normal Univ, Engn Res Ctr Low Carbon Treatment & Green Dev, Changchun 130024, Peoples R China
[5] Chinese Acad Sci, Inst Ecol & Geog, Key Lab GIS & RS Applicat Xinjiang Uygur Autonomou, Urumqi 830011, Xinjiang, Peoples R China
关键词
wind power generation; GIS and IDW; short-term forecasting; ARIMA; SARIMA; GLS method; RENEWABLE ENERGY; RURAL ELECTRIFICATION; POWER; TURBINES; SPEED;
D O I
10.3390/en18010158
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
Wind energy has emerged as a viable alternative to fossil fuels due to its clean and cost-effective nature. Pakistan, facing growing energy demands and the imperative to reduce carbon emissions, has invested significantly in wind power to supply electric power in rural and urban communities, particularly in the Thatta district of Sindh Province of Pakistan. However, the sustainability of wind energy generation is contingent upon consistent and sufficient wind resources. This study examines the wind potential of Thatta district from 2004 to 2023 to assess its suitability for large-scale wind power development. To evaluate the wind potential of Thatta district, seasonal wind speed and direction data were collected and analyzed. Wind shear at different heights was determined using the power law, and wind potential maps were generated using GIS interpolation techniques. Betz's law was employed to assess wind turbine power density. Box-Jenkins ARIMA and SARIMA models were applied to predict future wind patterns. This study revealed that Thatta district experienced sufficient wind speeds during the study period, with averages of 9.7 m/s, 7.6 m/s, 7.4 m/s, and 4.8 m/s for summer, autumn, spring, and winter, respectively. However, a concerning trend of decreasing wind speeds has been observed since 2009. The most significant reductions occurred in summer, coinciding with Pakistan's peak electricity demand. While Thatta district has historically demonstrated potential for wind energy, the declining wind speeds pose a challenge to the sustainability of wind power projects. Further research is necessary to identify the causes of this trend and to explore mitigation strategies.
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页数:21
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