Techno-economic study for 50 MW wind farm in Pasni, coastal district of Balochistan-Pakistan using ARIMA models and RETScreen

Z. Khan, Rashid Wazir
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引用次数: 3

Abstract

This study investigates the techno-economic assessment of predicted wind energy generation from 50 MW wind farm at Pasni, Distt of Gawadar, Baluchistan -Pakistan. Key purpose of the current work is to find wind power potential at low, medium and higher heights. To explore the best and power potential, four years wind speed data is forecasted using statistical model. ARIMA models present a better understanding to the change and estimate of the wind speed. Based on this forecasted wind speed 317 turbines of different manufacturers were examined at different heights (60m, 80m and 100m) from ground level including maximum possible rating up to 5 MW. The results show the best turbine selection at particular location with maximum possible capacity factor achievable through various numerical as well as simulation methods. Moreover this study further investigates the economic feasibility of 50 MW wind farm through numerical methods at the potential site using Minitab, Stats Graphics, and EViews. The results obtained from these software were validated by simulations through RETScreen Software. The results show that the most suitable hub height for wind turbines in Pasni-Pakistan is 100m and capacity factor found at this height is 20.19 % with annual wind energy production of 88 GWh/year.
利用ARIMA模型和RETScreen对巴基斯坦俾路支省沿海地区Pasni 50mw风电场的技术经济研究
本研究调查了巴基斯坦俾路支省瓜达尔地区Pasni 50兆瓦风电场预测风力发电量的技术经济评估。当前工作的主要目的是寻找低、中、高海拔的风力发电潜力。利用统计模型对4年的风速数据进行了预测,以探索最佳和功率潜力。ARIMA模式可以更好地理解风速的变化和估计。基于这一预测风速,317台不同制造商的涡轮机在距离地面不同高度(60米、80米和100米)上进行了测试,最大额定功率高达5兆瓦。结果表明,通过各种数值和模拟方法,可以获得在特定位置上具有最大可能容量系数的最佳涡轮机选择。此外,本研究还利用Minitab、Stats Graphics和EViews等工具,通过数值方法进一步调查了50兆瓦风电场的经济可行性。通过RETScreen软件进行了仿真验证。结果表明,Pasni-Pakistan地区风电机组最适合的轮毂高度为100m,该高度的容量系数为20.19%,年风电产量为88 GWh/年。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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