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一种用于太阳能、风能及混合系统的时空决策模型——以沙特阿拉伯为例
A spatio-temporal decision-making model for solar, wind, and hybrid systems – A case study of Saudi Arabia
| 作者 | Mohamed R. Elkadeem · Ali Younes · Jakub Jurasz · Atif S.Al Zahrani · Mohammad A. Abido |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 383 卷 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 地面光伏电站 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A novel spatio-temporal decision-making model for the development of PV WT and hybrid PV/WT power in KSA is proposed. |
语言:
中文摘要
摘要 本文针对由电力需求增长、电价上涨、环境污染以及能源危机所推动的全球向可再生能源转型的问题展开研究。提出了一种新颖的时空决策模型(STDMM),用于评估 utility-scale 太阳能光伏(PV)、陆上风力涡轮机(WT)以及光伏/风电混合系统的发展潜力,并以沙特阿拉伯为案例进行分析。选址与能源互补性分析整合了ERA5高分辨率气象数据以及二十余项约束和评估准则,技术经济潜力则考虑了特定技术参数与基础设施成本。STDMM的结果表明,由于气候资源和基础设施条件优越,沙特北部地区具有较高的光伏开发潜力,而东部地区更适合风电开发。风电的容量因数和度电平准化成本(LCOE)比太阳能表现出更大的空间变异性,其中风电LCOE范围为34.8至125美元/MWh,太阳能为43至78.6美元/MWh。这凸显了在输电网络和储能系统方面进行战略规划的必要性。为实现沙特“2030愿景”目标,建议分别将全国4.81%和4.74%的土地用于光伏和风电项目开发。混合型电站能够最大化利用太阳能和风能资源,但面临弃电风险。本研究结果为政策制定者和电力部门设定可再生能源发展目标以及指导高效的土地利用规划提供了有价值的科学依据。
English Abstract
Abstract This paper addresses the global transition to renewable energy sources driven by rising electricity demand, prices, pollution, and the energy crisis. A novel spatio-temporal decision-making model (STDMM) is developed to evaluate utility-scale solar photovoltaic (PV), onshore wind turbine (WT), and hybrid PV/WT power development, using Saudi Arabia as a case study . Site selection and energetic complementarity analyses integrate ERA5 high-resolution weather data and more than twenty constraint/evaluation criteria, while techno-economic potential considers technology-specific parameters and infrastructure costs. The STDMM's results highlight the high development potential of PV in northern regions and WT in eastern areas due to favourable climate resources and infrastructure. Wind power's capacity factor and levelized cost of electricity (LCOE) show greater variability than solar, with wind LCOE ranging from $34.8 to $125/MWh and solar from $43 to $78.6/MWh. This underscores the need for strategic planning in transmission and energy storage. To meet Saudi Arabia's Vision 2030 targets, 4.81 % and 4.74 % of land is recommended for PV and WT projects. Hybrid parks maximize solar and wind resources but face curtailment risks. The study's findings offer valuable insights for policymakers and utilities in setting renewable energy targets and guiding effective land use planning .
S
SunView 深度解读
该时空决策模型对阳光电源中东市场布局具有重要参考价值。研究显示风电LCOE波动大(34.8-125美元/MWh)且光伏北部、风电东部资源分布差异明显,凸显储能系统刚需。阳光电源ST系列PCS和PowerTitan储能方案可有效平抑波动,解决弃电风险。针对混合电站场景,SG系列光伏逆变器结合ESS储能可实现多能互补优化。iSolarCloud平台的预测性运维能力可提升大规模新能源项目经济性,助力沙特2030愿景目标达成。