在肯尼亚和贝宁,不确定的参数和结构制定对于电力系统规划的相对重要性
Nandi Moksnes1, William Usher1
1Department of Energy Technology, KTH Royal Institute of Technology Stockholm, Brinellv. 68, Stockholm, Sweden.
iScience
|February 25, 2025
概括
在撒哈拉以南非洲地区建模电力接入需要仔细考虑空间和时间分辨率. 这些因素,以及能源需求和折扣率,对肯尼亚和贝宁等国家的结果产生了重大影响.
科学领域:
- 能源系统建模 能源系统建模
- 非洲能源获取非洲能源获取
- 计算可持续性的计算可持续性
背景情况:
- 撒哈拉以南非洲地区在获得电力方面面临挑战,肯尼亚为71%和贝宁为42% (2020年).
- 该地区的能源建模因有限的计算资源,数据稀缺和动态能源系统而复杂.
- 路径依赖的建模决策和参数不确定性是关键因素.
研究的目的:
- 探讨撒哈拉以南非洲地区获得电力的研究中建模决策和不确定性的相对重要性.
- 为肯尼亚和贝宁等国家确定影响能源系统模型结果的关键因素.
- 为各种能源环境提供有关适当模型设置的指导.
主要方法:
- 利用全球灵敏度分析来评估各种参数的影响.
- 研究了空间和时间分辨率在能源系统模型中的影响.
- 在不同的国家背景 (肯尼亚和贝宁) 中比较建模结果.
主要成果:
- 电力需求,折扣率和时间/空间分辨率显著影响模型结果.
- 模型的结果在不同国家之间有很大差异,突出了需要特定环境的参数化.
- 空间和时间分辨率对于建模电网扩张至关重要.
结论:
- 能源系统建模人员必须选择适合特定国家环境的适当的空间和技术参数.
- 可定制的空间和时间分辨率是必不可少的,即使在网络扩展建模的场景之间也可以适应.
- 模型设置灵活性是准确评估撒哈拉以南非洲电力接入通道的关键.
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