Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research
The article discusses an approach to the construction of digital twins and digital shadows, based on the use of scientific tools for complex energy research in Russia. It is proposed to use, as their basis, mathematical models of energy systems and software systems and databases developed at the Ene...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2020-01-01
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| Series: | E3S Web of Conferences |
| Subjects: | |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/69/e3sconf_energy-212020_02019.pdf |
| _version_ | 1819182563497869312 |
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| author | Massel Lyudmila V. Massel Alexey G. |
| author_facet | Massel Lyudmila V. Massel Alexey G. |
| author_sort | Massel Lyudmila V. |
| collection | DOAJ |
| description | The article discusses an approach to the construction of digital twins and digital shadows, based on the use of scientific tools for complex energy research in Russia. It is proposed to use, as their basis, mathematical models of energy systems and software systems and databases developed at the Energy Systems Institute of SB RAS, for calculations using these models. For each area of research, an ontological model is developed, over which mathematical and information models are built and integrated, as the basis of digital twins and digital shadows of energy objects. In turn, scientific prototypes of digital twins and digital shadows can be used in complex energy studies. To support this research, a modified architecture of the multi-agent intelligent environment is proposed. It is considered as the basis of the future IT infrastructure that integrates modern information and intelligent technologies and implements a new approach to building digital twins and digital shadows using scientific tools. |
| first_indexed | 2024-12-22T22:48:07Z |
| format | Article |
| id | doaj.art-8090c123856f49ee92af01fce0e6c8b2 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-22T22:48:07Z |
| publishDate | 2020-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-8090c123856f49ee92af01fce0e6c8b22022-12-21T18:10:01ZengEDP SciencesE3S Web of Conferences2267-12422020-01-012090201910.1051/e3sconf/202020902019e3sconf_energy-212020_02019Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy ResearchMassel Lyudmila V.0Massel Alexey G.1Doctor of Technical Sciences, Professor, Chief Researcher, Head of department of Artificial intelligence system, MESI SB RASPh.d., Senior Researcher, department of Artificial intelligence system, MESI SB RASThe article discusses an approach to the construction of digital twins and digital shadows, based on the use of scientific tools for complex energy research in Russia. It is proposed to use, as their basis, mathematical models of energy systems and software systems and databases developed at the Energy Systems Institute of SB RAS, for calculations using these models. For each area of research, an ontological model is developed, over which mathematical and information models are built and integrated, as the basis of digital twins and digital shadows of energy objects. In turn, scientific prototypes of digital twins and digital shadows can be used in complex energy studies. To support this research, a modified architecture of the multi-agent intelligent environment is proposed. It is considered as the basis of the future IT infrastructure that integrates modern information and intelligent technologies and implements a new approach to building digital twins and digital shadows using scientific tools.https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/69/e3sconf_energy-212020_02019.pdfenergy systemsmathematical modelontological modelintelligent technologiesdigital twindigital shadow |
| spellingShingle | Massel Lyudmila V. Massel Alexey G. Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research E3S Web of Conferences energy systems mathematical model ontological model intelligent technologies digital twin digital shadow |
| title | Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research |
| title_full | Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research |
| title_fullStr | Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research |
| title_full_unstemmed | Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research |
| title_short | Development Of Digital Twins And Digital Shadows Of Energy Objects And Systems Using Scientific Tools For Energy Research |
| title_sort | development of digital twins and digital shadows of energy objects and systems using scientific tools for energy research |
| topic | energy systems mathematical model ontological model intelligent technologies digital twin digital shadow |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2020/69/e3sconf_energy-212020_02019.pdf |
| work_keys_str_mv | AT massellyudmilav developmentofdigitaltwinsanddigitalshadowsofenergyobjectsandsystemsusingscientifictoolsforenergyresearch AT masselalexeyg developmentofdigitaltwinsanddigitalshadowsofenergyobjectsandsystemsusingscientifictoolsforenergyresearch |