都灵理工大学校园光伏板太阳能生产建模与绘图

IF 3.2 4区 工程技术 Q3 ENERGY & FUELS Energy Efficiency Pub Date : 2024-06-07 DOI:10.1007/s12053-024-10233-w
Yasemin Usta, Giovanni Carioni, Guglielmina Mutani
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引用次数: 0

摘要

教育机构对其所处的社会和环境有重大影响,在包括可持续发展在内的各个发展领域都能发挥重要作用。最近对大学的环境可持续性进行了批判性分析。由于这些机构在塑造后代方面的社会作用,它们可以为城市的可持续发展做出贡献。这项工作的目的是利用开源软件 QGIS,采用基于地点的方法分析城市建筑能源建模,预测都灵理工大学中心校区屋顶光伏太阳能技术的能源生产情况。考虑到对气候变化的影响,这种建模方法有助于评估当前和未来可持续发展方案的能源安全性和可负担性。本研究通过比较都灵理工大学 LivingLab 监测活动的测量数据、免费工具 PVGIS 和 ENEA 的网络工具,评估了基于 QGIS 的城市规模能源建模的准确性。QGIS 的建模精度取决于用于描述建筑环境的数字地表模型的不同精度(即 1 米或 5 米)以及气候输入数据(月度和年度全球辐射漫射和林克浊度系数)。此外,该评估还可用于绘制新光伏系统的成果图,以改善大学校园的能源和环境性能。这项工作的结果揭示了不同输入数据对邻里-城市尺度能源模拟工具的重要性。结果表明,三维建筑环境的空间分辨率不同,光伏发电量的精确度为 10% 至 37%;太阳辐照变量的时间分辨率不同,精确度为 14% 至 15.2%。
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Modeling and mapping solar energy production with photovoltaic panels on Politecnico di Torino university campus

Educational institutions have significant impacts on the society and environment they are inhabiting, and they can have a big role in influencing various development fields, including sustainability. The environmental sustainability of universities was critically analyzed recently. These bodies can contribute to the sustainability of cities due to their social role in shaping the future generations. The aim of this work is to analyze Urban Building Energy Modeling with a place-based approach using the open-source software QGIS in predicting energy production with photovoltaic solar technologies on the rooftops of the central university campus of Politecnico di Torino. This modeling can help in assessing the energy security and affordability of current and future sustainable scenarios considering their impact on climate change. This study evaluates the accuracy of urban scale QGIS-based energy modeling with a comparison of measured data available from the monitoring activity of LivingLab of Politecnico di Torino, the free tool PVGIS, and the web tools of ENEA. The QGIS modeling accuracy depends on the different precisions of the Digital Surface Model used to describe the built environment (i.e., 1 m or 5 m) and the climate input data (monthly and annual diffuse-to-global radiation and Linke turbidity factor). Moreover, this assessment can be used to map the results of new photovoltaic systems improving the energy and environmental performance of university campuses. The results of this work shed light on the significance of different input data for energy simulation tools at neighborhood-urban scale. The result shown accuracies in PV production of 10 to 37% with different spatial resolutions of the 3D built environment and of 14 to 15.2% for temporal resolution of solar irradiation variables.

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来源期刊
Energy Efficiency
Energy Efficiency ENERGY & FUELS-ENERGY & FUELS
CiteScore
5.80
自引率
6.50%
发文量
59
审稿时长
>12 weeks
期刊介绍: The journal Energy Efficiency covers wide-ranging aspects of energy efficiency in the residential, tertiary, industrial and transport sectors. Coverage includes a number of different topics and disciplines including energy efficiency policies at local, regional, national and international levels; long term impact of energy efficiency; technologies to improve energy efficiency; consumer behavior and the dynamics of consumption; socio-economic impacts of energy efficiency measures; energy efficiency as a virtual utility; transportation issues; building issues; energy management systems and energy services; energy planning and risk assessment; energy efficiency in developing countries and economies in transition; non-energy benefits of energy efficiency and opportunities for policy integration; energy education and training, and emerging technologies. See Aims and Scope for more details.
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