一种基于准对立的法医调查算法,用于优化分布式发电系统中的分布式发电位置和尺寸
Binaya Kumar Malika1,2, Vivekananda Pattanaik3,2, Subhasis Panda2,4
1Department of Electrical Engineering, Bhubaneswar Engineering College, Bhubaneswar, India.
Scientific reports
|May 12, 2025
概括
一个新的准对立的基于法医调查 (QOFBI) 算法优化了分布式发电机 (DG) 的放置和大小. 这种方法显著减少了功率损耗,并改善了配电系统中的电压稳定性.
科学领域:
- 电气工程 电气工程
- 电力系统工程 电力系统工程
- 优化算法 优化算法
背景情况:
- 分布式发电机 (DG) 的最佳位置和尺寸对于高效的辐射和微电网配电系统至关重要.
- 关键的运营目标包括尽量减少实际功率损失,减少电压偏差,提高电压稳定性.
研究的目的:
- 提出一种基于准对立的法医调查 (QOFBI) 的新算法,以优化总局的位置和大小.
- 通过最大限度地减少功率损失和电压偏差,同时提高电压稳定性,解决配电系统的运行挑战.
主要方法:
- 开发了一种基于法医学的准对立调查 (QOFBI) 算法,这是一个进化的元优化技术.
- 采用基于权重因子的多目标配方与动态计算的最佳权重因子.
- 在IEEE 33总线和IEEE 69总线分布系统上进行了广泛的模拟.
主要成果:
- 与现有方法相比,QOFBI算法表现出卓越的性能,更快的融合和更低的复杂性.
- 实现了94.44%的有效功率损耗显著减少.
- 在各种操作场景和功率因子条件中验证了强大的性能.
结论:
- QOFBI算法是现代配送系统中GD优化的一个非常有效的工具.
- 拟议的方法提高了运营效率和系统可靠性.
- 动态权重因子确保了多个目标的平衡优化方法.
关键词:
活动功率损失 (APL)分布式生成 (DG) 是指分布式生成.配送系统规划 配送系统规划微电网就是一个微电网.多目标优化多目标优化几乎对立的基于法医学的调查 (QOFBI)电压偏差 (VD) 是指电压的偏差.电压稳定性指数 (VSI) 是电压稳定性的指数.更多相关视频
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