Academic Journal
Digital Twin Framework for Energy Transition in Gas Networks Based on Open-Source Tools: Methodology and Case Study in Southern Italy.
| Τίτλος: | Digital Twin Framework for Energy Transition in Gas Networks Based on Open-Source Tools: Methodology and Case Study in Southern Italy. |
|---|---|
| Συγγραφείς: | Munafò, Filippo Luca Alberto, Baby, Ben Alex, Testasecca, Tancredi, Ferraro, Marco, Beccali, Marco |
| Πηγή: | Energies (19961073); Oct2025, Vol. 18 Issue 20, p5434, 24p |
| Θεματικοί όροι: | Digital twin, Gas distribution, Renewable energy transition (Government policy), Carbon dioxide mitigation, Computer network management, Open source software, Renewable natural gas, Computer simulation |
| Γεωγραφικοί όροι: | Southern Italy |
| Περίληψη: | The ongoing digitalization of energy infrastructure is a crucial enabler for improving efficiency, reliability, and sustainability in gas distribution networks, especially in the context of decarbonization and the integration of alternative energy carriers (e.g., renewable gases including biogas, green hydrogen). This study presents the development and application of a Digital Twin framework for a real-world gas distribution network developed using open-source tools. The proposed methodology covers the entire digital lifecycle: from data acquisition through smart meters and GIS mapping, to 3D modelling and simulation using tools such as QGIS, FreeCAD, and GasNetSim. Consumption data are collected, processed, and harmonized via Python-based workflows, hourly simulations of network operation, including pressure, flow rate, and gas quality indicators like the Wobbe Index. Results demonstrate the effectiveness of the Digital Twin in accurately replicating real network behavior and supporting scenario analyses for the introduction of greener energy vectors such as hydrogen or biomethane. The case study highlights the flexibility and transparency of the workflow, as well as the critical importance of data quality and availability. The framework provides a robust basis for advanced network management, optimization, and planning, offering practical tools to support the energy transition in the gas sector. [ABSTRACT FROM AUTHOR] |
| Copyright of Energies (19961073) is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Βάση Δεδομένων: | Complementary Index |
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| Items | – Name: Title Label: Title Group: Ti Data: Digital Twin Framework for Energy Transition in Gas Networks Based on Open-Source Tools: Methodology and Case Study in Southern Italy. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Munafò%2C+Filippo+Luca+Alberto%22">Munafò, Filippo Luca Alberto</searchLink><br /><searchLink fieldCode="AR" term="%22Baby%2C+Ben+Alex%22">Baby, Ben Alex</searchLink><br /><searchLink fieldCode="AR" term="%22Testasecca%2C+Tancredi%22">Testasecca, Tancredi</searchLink><br /><searchLink fieldCode="AR" term="%22Ferraro%2C+Marco%22">Ferraro, Marco</searchLink><br /><searchLink fieldCode="AR" term="%22Beccali%2C+Marco%22">Beccali, Marco</searchLink> – Name: TitleSource Label: Source Group: Src Data: Energies (19961073); Oct2025, Vol. 18 Issue 20, p5434, 24p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Digital+twin%22">Digital twin</searchLink><br /><searchLink fieldCode="DE" term="%22Gas+distribution%22">Gas distribution</searchLink><br /><searchLink fieldCode="DE" term="%22Renewable+energy+transition+%28Government+policy%29%22">Renewable energy transition (Government policy)</searchLink><br /><searchLink fieldCode="DE" term="%22Carbon+dioxide+mitigation%22">Carbon dioxide mitigation</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+network+management%22">Computer network management</searchLink><br /><searchLink fieldCode="DE" term="%22Open+source+software%22">Open source software</searchLink><br /><searchLink fieldCode="DE" term="%22Renewable+natural+gas%22">Renewable natural gas</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+simulation%22">Computer simulation</searchLink> – Name: SubjectGeographic Label: Geographic Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Southern+Italy%22">Southern Italy</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: The ongoing digitalization of energy infrastructure is a crucial enabler for improving efficiency, reliability, and sustainability in gas distribution networks, especially in the context of decarbonization and the integration of alternative energy carriers (e.g., renewable gases including biogas, green hydrogen). This study presents the development and application of a Digital Twin framework for a real-world gas distribution network developed using open-source tools. The proposed methodology covers the entire digital lifecycle: from data acquisition through smart meters and GIS mapping, to 3D modelling and simulation using tools such as QGIS, FreeCAD, and GasNetSim. Consumption data are collected, processed, and harmonized via Python-based workflows, hourly simulations of network operation, including pressure, flow rate, and gas quality indicators like the Wobbe Index. Results demonstrate the effectiveness of the Digital Twin in accurately replicating real network behavior and supporting scenario analyses for the introduction of greener energy vectors such as hydrogen or biomethane. The case study highlights the flexibility and transparency of the workflow, as well as the critical importance of data quality and availability. The framework provides a robust basis for advanced network management, optimization, and planning, offering practical tools to support the energy transition in the gas sector. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Energies (19961073) is the property of MDPI and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/en18205434 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 24 StartPage: 5434 Subjects: – SubjectFull: Southern Italy Type: general – SubjectFull: Digital twin Type: general – SubjectFull: Gas distribution Type: general – SubjectFull: Renewable energy transition (Government policy) Type: general – SubjectFull: Carbon dioxide mitigation Type: general – SubjectFull: Computer network management Type: general – SubjectFull: Open source software Type: general – SubjectFull: Renewable natural gas Type: general – SubjectFull: Computer simulation Type: general Titles: – TitleFull: Digital Twin Framework for Energy Transition in Gas Networks Based on Open-Source Tools: Methodology and Case Study in Southern Italy. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Munafò, Filippo Luca Alberto – PersonEntity: Name: NameFull: Baby, Ben Alex – PersonEntity: Name: NameFull: Testasecca, Tancredi – PersonEntity: Name: NameFull: Ferraro, Marco – PersonEntity: Name: NameFull: Beccali, Marco IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 10 Text: Oct2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 19961073 Numbering: – Type: volume Value: 18 – Type: issue Value: 20 Titles: – TitleFull: Energies (19961073) Type: main |
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