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SciGRID_gas: The combined IGG gas transmission network data set

Diettrich, Jan and Pluta, Adam and Medjroubi, Wided (2020) SciGRID_gas: The combined IGG gas transmission network data set. [Other]

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Official URL: https://zenodo.org/record/4009129#.X83mmLMxmUk

Abstract

Here, this document describes the resulting data set “IGG”, where all missing values have been estimated using heuristic processes, and was generated by combining the following data sources: • InternetDaten data set (INET) • Gas Infrastructure Europe data set (GIE) • Gas Storages Europe data set (GSE) The goal of SciGRID_gas is to develop methods to create an automated process that can generate a gas transmission network data set for Europe. Gas transmission networks are fundamental for simulations by the gas transmission modelling community, to derive major dynamic characteristics. Such simulations have a large scope of application, for example, they can be used to perform case scenarios, to model the gas consumption, to minimize leakages and to optimize overall gas distribution strategies. The focus of SciGRID_gas will be on the European transmission gas network, but the principal methods will also be applicable to other geographic regions. Data required for such models are the gas facilities, such as compressor stations, LNG terminals, pipelines, etc. One needs to know their locations, in addition to a large range of attributes, such as pipeline diameter and capacity, compressor capacity, configuration, etc. Most of this data is not freely available. However throughout the SciGRID_gas project it was determined, that data can be found and grouped into two fundamental different groups: a) OSM data, and b) non-OSM data. The OSM data consists of geo-referenced facility data that is stored in the OpenStreetMap (OSM) data base, and is freely available. However, the OSM data set currently contains hardly any other information than the location of the facilities. The Non-OSM data set can fill some of those gaps, by supplying information such as pipeline diameter, compressor capacity and more. Part of the SciGRID_gas project is to mine and collate such data, and combine it with the OSM data set. In addition heuristic tools are required to fill data gaps, so that a complete gas network data set can be generated. In this document, the chapter “Introduction” will supply some background information on the SciGRID_gas project, followed by the chapter “Data structure“ that gives a detailed description of the data structure that is being used in the SciGRID_gas project. Chapter “Data sources” describes the INET, GIE and GSE data sets. To remove any missing data, the chapter “Heuristic methods” describes in detail, how missing attribute values (e.g. pipeline diameter) were generated. This is followed by the chapter “Final data set”, which gives a brief overview on each set of components and in addition summarizes the changes to a previously published SciGIRD_gas data set. The appendix contains a glossary, references, location name alterations convention and finishes with the table of country abbreviation.

Item URL in elib:https://elib.dlr.de/139223/
Document Type:Other
Title:SciGRID_gas: The combined IGG gas transmission network data set
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Diettrich, JanJan.Diettrich (at) dlr.dehttps://orcid.org/0000-0002-0156-9720
Pluta, AdamAdam.Pluta (at) dlr.dehttps://orcid.org/0000-0002-3423-3246
Medjroubi, WidedWided.Medjroubi (at) dlr.dehttps://orcid.org/0000-0002-2274-4209
Date:15 September 2020
Journal or Publication Title:SciGRID_gas: The combined IGG gas transmission network data set
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.5281/zenodo.4009129
Number of Pages:92
Status:Published
Keywords:data, gas, transport network, Europe, SciGRID_gas
HGF - Research field:Energy
HGF - Program:Technology, Innovation and Society
HGF - Program Themes:Renewable Energy and Material Resources for Sustainable Futures - Integrating at Different Scales
DLR - Research area:Energy
DLR - Program:E SY - Energy Systems Analysis
DLR - Research theme (Project):E - Systems Analysis and Technology Assessment (old)
Location: Oldenburg
Institutes and Institutions:Institute of Networked Energy Systems
Deposited By: Diettrich, Jan
Deposited On:09 Dec 2020 18:38
Last Modified:09 Dec 2020 18:38

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