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北欧未来光伏发电潜力在变化积雪条件下的评估
Future PV production potential in Northern Europe under changing snow conditions: A multi-model assessment
| 作者 | Kimmo Ruosteenoj · Petri Räisäne · Juha A.Karh · Anders V.Lindfor |
| 期刊 | Solar Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 301 卷 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | In Northern Europe annual PV production is assessed to increase locally by up to 20%. |
语言:
中文摘要
摘要 本研究利用13个全球气候模型提供的逐日太阳辐射、积雪和温度数据,评估了北欧地区未来太阳能光伏发电潜力的变化。由于模型模拟的积雪覆盖数据代表水平地面,因此研究结果主要适用于低倾角安装的太阳能电池板。分析的关键结果是,未来积雪覆盖的减少将显著提高光伏发电的潜力。在中等温室气体排放情景下,从1981–2010年到2070–2099年,多模型预估的发电量变化在北斯堪的纳维亚地区约为20%,在北中欧地区略低于10%。如果忽略积雪覆盖的影响,则在整个研究区域内大多数地区的发电潜力变化将小于5%。从绝对值来看,发电潜力的增加在春季最为显著,因为此时太阳辐射充足,且积雪对变暖的响应尤为敏感。尽管各模型在变化方向上具有一致性,特别是在春季,但在增幅幅度方面仍存在较大差异。除了时间平均发电潜力的预估增长外,适宜太阳能光伏发电的天数比例也显著增加,尤其是在4月和5月。该分析表明,在评估寒带地区未来光伏发电变化时,考虑积雪覆盖的变化至关重要。
English Abstract
Abstract Future changes in solar photovoltaic (PV) energy production potential in Northern Europe were assessed by utilising daily solar radiation, snow and temperature data from 13 global climate models. Since the modelled snow cover data represent horizontal ground, the findings primarily apply to solar panels with a low tilt angle. The key outcome of the analysis is that a reduction in snow cover in the future will substantially increase the potential for PV production. For a moderate greenhouse gas scenario, the projected multi-model mean change in production from 1981–2010 to 2070–2099 is approximately 20% in Northern Scandinavia and slightly less than 10% in northern Central Europe. If the impacts of snow cover were disregarded, the change would be smaller than 5% in most of the domain. In absolute terms, the increase is largest in spring when there is abundant solar radiation and the snow cover effectively responds to warming. While the models agree on the sign of change, particularly in spring, there is considerable divergence in the magnitude of the increase. Alongside the projected increase in temporally averaged production potential, the proportion of days favourable for solar PV production increases substantially, especially in April and May. The analysis indicates that when assessing future changes in PV production in boreal areas, it is of utmost importance to consider changes in the snow cover.
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SunView 深度解读
该研究揭示北欧地区积雪减少将显著提升光伏发电潜力(春季增幅达20%),对阳光电源SG系列逆变器及储能系统具有重要启示。建议针对高纬度市场优化MPPT算法,应对积雪覆盖与融化导致的辐照度剧烈波动;PowerTitan储能系统可平抑春季发电量激增带来的电网冲击;iSolarCloud平台应集成气象-积雪预测模型,实现北欧市场的精准功率预测与运维策略优化,提升系统全年发电效率。