研究分布稳定的储能容量的分配,以应对高透性风能和太阳能分布网络的输出波动
PloS one
|March 19, 2024
概括
本研究介绍了一种可靠的方法,用于在可再生电网中分配储能,最大限度地降低成本,同时管理风能和太阳能产生的波动能源输出.
科学领域:
- 电气工程 电气工程
- 可再生能源系统可再生能源系统
- 优化理论 优化理论
背景情况:
- 由于可再生能源发电的随机性和波动性,高透度的风能和太阳能配电网络面临着挑战.
- 高效的储能容量分配对于电网稳定性和经济可行性至关重要.
研究的目的:
- 开发一种新的两相分布式可靠的储能容量分配方法.
- 尽量减少储能系统的总成本,包括投资和运营.
- 为了有效地调节电力分发网络中净能源输出的随机性和波动性.
主要方法:
- 建立了一个考虑投资和运营成本的储能容量分配模型.
- 开发了一种两阶段分布稳健模型,不确定性概率分布受1 - 规范和∞ - 规范的约束.
- 用一个列和约束生成 (C&CG) 算法来解决问题.
主要成果:
- 通过各种风能和太阳能透水平验证了拟议的储能容量分配模型.
- 与确定性方法相比,证明了强大的模型的优越性.
- 证实了该模型在管理净能源输出波动方面的有效性.
结论:
- 拟议的双相分布式稳健方法有效地解决了可再生能源网络中储能容量的分配问题.
- 该方法为高水平的风能和太阳能发电整合提供了成本高效的解决方案.
- 这种方法通过管理能源波动性来提高电网稳定性和可靠性.
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