论文标题

SCIGRID_GAS-欧洲天然气运输网络的数据模型

SciGRID_gas -- Data Model of the European Gas Transport Network

论文作者

Pluta, Adam, Medjroubi, Wided, Diettrich, Jan, Dasenbrock, Jan, Tetens, Hendrik-Pieter

论文摘要

欧洲能源部门向气候中立的当前过渡需要详细且可靠的能源系统建模。能源系统建模的质量和相关性在很大程度上取决于模型输入数据集的可用性和质量。但是,详细且可靠的数据集,尤其是对于能源基础架构,仍然缺少。在这项贡献中,我们提出了开发欧洲天然气运输网络开源和开放数据模型的方法。各种免费可用的数据源用于收集汽油传输数据集及其属性。处理了各种数据源的结果数据集,并将唯一的元素合并在一起。统计和启发式方法用于生成缺失的网络元素属性。 结果,我们仅使用开源数据成功创建了天然气传输网络模型。 SCIGRID_GAS模型包含237.000公里的管道数据,这是一个很好的近似值,可以知道长度值。此外,还提供了压缩机站,LNG终端,存储,生产侧,气体发电厂,边界点和需求时间序列的数据集。最后,我们讨论了数据差距以及它们如何可能封闭。

The current transition in the European energy sector towards climate neutrality requires detailed and reliable energy system modeling. The quality and relevance of the energy system modeling highly depend on the availability and quality of model input datasets. However, detailed and reliable datasets, especially for energy infrastructure, are still missing. In this contribution, we present our approach to developing an open-source and open-data model of the gas transport network in Europe. Various freely available data sources were used to collect gas transport datasets and their attributes. The resulting datasets of the various data sources were processed, and unique elements were merged together. Statistical and heuristic methods were used to generate missing network element attributes. As a result, we successfully created a gas transport network model only using open-source data. The SciGRID_gas model contains 237.000 km of pipeline data which is a very good approximation to know length values. In addition, datasets of compressor stations, LNG terminals, storage, production sides, gas power plants, border points, and demand time series are provided. Finally, we have discussed data gaps and how they can potentially be closed.

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