Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis
This article explores the transformative potential of digital twin (DT) technology in the automotive sector, focusing on its applications in enhancing propulsion drive systems. DT technology, a virtual representation of physical objects, has gained momentum due to its real-time monitoring and analys...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-10-01
|
| Series: | Energies |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1996-1073/16/19/6952 |
| _version_ | 1827722641195139072 |
|---|---|
| author | Viktor Rjabtšikov Anton Rassõlkin Karolina Kudelina Ants Kallaste Toomas Vaimann |
| author_facet | Viktor Rjabtšikov Anton Rassõlkin Karolina Kudelina Ants Kallaste Toomas Vaimann |
| author_sort | Viktor Rjabtšikov |
| collection | DOAJ |
| description | This article explores the transformative potential of digital twin (DT) technology in the automotive sector, focusing on its applications in enhancing propulsion drive systems. DT technology, a virtual representation of physical objects, has gained momentum due to its real-time monitoring and analysis capabilities. Within the automotive industry, where propulsion systems dictate vehicle performance, DTs offer a game-changing approach. Propulsion drive systems encompass electric motors, transmissions, and related components, significantly impacting efficiency and power delivery. Traditional design and testing methods need help addressing these systems’ intricate interactions. This article aims to investigate how DTs can revolutionize propulsion systems. The study examines various applications of DTs, ranging from predictive maintenance to performance optimization and energy efficiency enhancement. The article underscores the technology’s potential by reviewing case studies and real-world implementations. It also outlines challenges tied to integration and validation. In unveiling the capabilities of DT technology for propulsion systems, this article contributes to a comprehensive understanding of its role in shaping a more data-driven and efficient automotive industry. |
| first_indexed | 2024-03-10T21:45:53Z |
| format | Article |
| id | doaj.art-97fd35c744de46aa9a6c977a85c3030f |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T21:45:53Z |
| publishDate | 2023-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-97fd35c744de46aa9a6c977a85c3030f2023-11-19T14:21:10ZengMDPI AGEnergies1996-10732023-10-011619695210.3390/en16196952Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive AnalysisViktor Rjabtšikov0Anton Rassõlkin1Karolina Kudelina2Ants Kallaste3Toomas Vaimann4Department of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 19086 Tallinn, EstoniaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 19086 Tallinn, EstoniaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 19086 Tallinn, EstoniaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 19086 Tallinn, EstoniaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 19086 Tallinn, EstoniaThis article explores the transformative potential of digital twin (DT) technology in the automotive sector, focusing on its applications in enhancing propulsion drive systems. DT technology, a virtual representation of physical objects, has gained momentum due to its real-time monitoring and analysis capabilities. Within the automotive industry, where propulsion systems dictate vehicle performance, DTs offer a game-changing approach. Propulsion drive systems encompass electric motors, transmissions, and related components, significantly impacting efficiency and power delivery. Traditional design and testing methods need help addressing these systems’ intricate interactions. This article aims to investigate how DTs can revolutionize propulsion systems. The study examines various applications of DTs, ranging from predictive maintenance to performance optimization and energy efficiency enhancement. The article underscores the technology’s potential by reviewing case studies and real-world implementations. It also outlines challenges tied to integration and validation. In unveiling the capabilities of DT technology for propulsion systems, this article contributes to a comprehensive understanding of its role in shaping a more data-driven and efficient automotive industry.https://www.mdpi.com/1996-1073/16/19/6952digital twinpropulsion drive systemautomotivevehicle propulsionpowertrainvirtual modeling |
| spellingShingle | Viktor Rjabtšikov Anton Rassõlkin Karolina Kudelina Ants Kallaste Toomas Vaimann Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis Energies digital twin propulsion drive system automotive vehicle propulsion powertrain virtual modeling |
| title | Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis |
| title_full | Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis |
| title_fullStr | Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis |
| title_full_unstemmed | Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis |
| title_short | Review of Electric Vehicle Testing Procedures for Digital Twin Development: A Comprehensive Analysis |
| title_sort | review of electric vehicle testing procedures for digital twin development a comprehensive analysis |
| topic | digital twin propulsion drive system automotive vehicle propulsion powertrain virtual modeling |
| url | https://www.mdpi.com/1996-1073/16/19/6952 |
| work_keys_str_mv | AT viktorrjabtsikov reviewofelectricvehicletestingproceduresfordigitaltwindevelopmentacomprehensiveanalysis AT antonrassolkin reviewofelectricvehicletestingproceduresfordigitaltwindevelopmentacomprehensiveanalysis AT karolinakudelina reviewofelectricvehicletestingproceduresfordigitaltwindevelopmentacomprehensiveanalysis AT antskallaste reviewofelectricvehicletestingproceduresfordigitaltwindevelopmentacomprehensiveanalysis AT toomasvaimann reviewofelectricvehicletestingproceduresfordigitaltwindevelopmentacomprehensiveanalysis |