Abstract
Wind is an important renewable energy source. The majority of wind farms in Pakistan are installed in Jhimpir, Sindh Wind Corridor. At this location, downstream turbines encounter upstream turbines’, wake, decreasing power output. To maximize the power output, there is a need to minimize these wakes. In this research, a method is proposed to maximize the power output using a Genetic Algorithm (GA). Hub heights and inter-turbine spacing are considered variables in this method. Two wind farms located at Jhimpir, Sindh, namely, Second and Third Three Gorges Wind Farms (TGWFs), have been analyzed. Three different cases are considered to maximize the power output. In Case 1, thesame hub heights and inter-turbine spacing without wake effects are considered. In Case 2, the same hub heights and inter-turbine spacing with wake effects are considered. In Case 3, variable hub heights and inter-turbine spacing with wake effects are considered. The results revealed that TGWFs, with variable hub heights and inter-turbine spacing, produce more power output. It is also revealed that the increase in power output, in the case of two different hub heights, is greater in comparison to three different hub heights. Eventually, the proposed method may help in the layout optimization of a wind farm.
Funder
Deanship of Scientific Research at King Khalid University, Saudi Arabia
Subject
Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction
Reference52 articles.
1. NASA (2022, May 16). Graphic: The Relentless Rise of Carbon Dioxide, Available online: https://climate.nasa.gov/climate_resources/24/graphic-the-relentless-rise-of-carbon-dioxide/#:~:text=%20In%202013%2C%20CO2%20levels,%20emissions%20stay%20in%20the%20air.
2. Nunes, A. (2018). Validation of Wind Turbine Wake Models. [Master’s Thesis, University of Coimbra].
3. Nath, A.P., Paul, S., Rather, Z.H., and Mahapatra, S. (2019, January 21–24). Estimation of Offshore Wind Farm Reliability Considering Wake Effect and Wind Turbine Failure. Proceedings of the IEEE PES Innovative Smart Grid Technologies Asia Conference, Chengdu, China.
4. A study of the wake effects on the wind characteristics and fatigue loads for the turbines in a wind farm;Kim;Renew. Energy,2015
5. Costs and consequences of wind turbine wake effects arising from uncoordinated wind energy development;Lundquist;Nat. Energy,2019
Cited by
3 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献