风力发电
涡轮机
可再生能源
数学优化
唤醒
蚁群优化算法
调度(生产过程)
计算机科学
工程类
算法
数学
机械工程
电气工程
航空航天工程
作者
Tigri Tertulie Lamatou Nawal,Bentouati Bachir,Chettih Saliha,Harrouz Abdelkader,Ragab A. El-Sehiemy
出处
期刊:Applied Mechanics and Materials
[Trans Tech Publications, Ltd.]
日期:2022-02-15
卷期号:905: 79-92
摘要
The increasing penetration of RES and the intermittent nature of various distributed power generation (DG) resources have created uncertainty in variable power production and power systems. The overall energy output of a wind farm may be optimized by strategically positioning wind turbines. This paper proposes a three-step strategy to dealing with the difficult-to-control problem of wind farm layout optimization. To construct the non-wake and wake impacts at various levels, three case scenarios are studied. The proposed strategy is used to a particular Ant-Lion Optimization Algorithm (ALOA) as a novel approach to producing highly efficient optimal output power, as well as case studies using actual wind data assessing potential turbine site. Finally, the simulation results demonstrate that the suggested approach is robust in ALOA design because it further reduces the objective function on the best new outcomes to implement all network restrictions acquired via the analysis.
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