> For the complete documentation index, see [llms.txt](https://irosyadi.gitbook.io/irosyadi/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://irosyadi.gitbook.io/irosyadi/research/digital-twin-vehicle.md).

# Digital Twin in Vehicles

## DT in Electric Vehicles

* [Digital Twins for next generation electric vehicles - Frontiers Research Topic](https://www.frontiersin.org/research-topics/31992/digital-twins-for-next-generation-electric-vehicles)
* [Using Digital Twin Technology in Electric Vehicles](https://www.azom.com/news.aspx?newsID=57857)
* [Hyundai Motor Group Pilots Digital Twin Technology to Improve EV Battery Performance](https://www.hyundaimotorgroup.com/news/CONT0000000000032191)
* [Using Digital Twin Technology to Accelerate Vehicle Electrification](https://www.azocleantech.com/article.aspx?ArticleID=1225)
* [Next-Generation Electric Vehicles with Digital Twins and IoT - IoT Times](https://iot.eetimes.com/next-generation-electric-vehicles-with-digital-twins-and-iot/)
* [A Porsche Digital Twin: Driven by Data Streaming & NoSQL - by Porsche AG - #NextLevelGermanEngineering - Medium](https://medium.com/next-level-german-engineering/a-porsche-digital-twin-driven-by-data-streaming-nosql-d92083771ffd)
* [Virtual Car Concept: How Porsche Developed a Digital Twin–Grape Up](https://grapeup.com/blog/how-porsche-developed-a-digital-twin-to-win-the-race-for-the-virtual-car-concept/#)
* [Building the functional "Digital Twin" in a smart factory - Virtual Vehicle](https://www.v2c2.at/digitaltwin/)
* [Hyundai Motor to adopt digital twin in latest move of virtual technology use - KED Global](https://www.kedglobal.com/tech/newsView/ked202107050009) Hyundai
* [Hyundai Motor Group Pilots Digital Twin Technology to Improve EV Battery Performance](https://www.hyundaimotorgroup.com/news/CONT0000000000032191) Hyundai
* [Maintaining Industrial Assets with a Digital Twin - QAD Blog](https://www.qad.com/blog/2020/07/maintaining-industrial-assets-with-a-digital-twin)
* [Industry 4.0: ŠKODA AUTO Vrchlabí plant has made use of ‘Digital twin’ - ŠKODA Storyboard](https://www.skoda-storyboard.com/en/press-releases/industry-4-0-skoda-auto-vrchlabi-plant-has-made-use-of-digital-twin/) Skoda
* [Renault Group’s vehicles are now built by using a digital twin - Renault Group](https://www.renaultgroup.com/en/news-on-air/news/vehicle-digital-twin-when-physical-and-digital-models-unite/) Renault
* [What is Digital Twin Technology and How It Benefits Manufacturing in the Industry 4.0 Era? - SL Controls](https://slcontrols.com/en/what-is-digital-twin-technology-and-how-can-it-benefit-manufacturing/#:~:text=A%20digital%20twin%20uses%20virtual,maintained%20through%20real%2Dtime%20updates.)
* [Digital Twins Technology, Its Benefits & Challenges to Information Security - GlobalLogic](https://www.globallogic.com/insights/blogs/if-you-build-products-you-should-be-using-digital-twins/)
* [What Are the Benefits of a Digital Twin?](https://www.resonai.com/blog/benefits-of-a-digital-twin)
* [Why Accenture lists ‘digital twins’ as top-five technology trend in 2021 - VentureBeat](https://venturebeat.com/2021/03/12/why-accenture-lists-digital-twins-as-top-five-technology-trend-in-2021/)

## Digital Twin Simulation

* [HASH - Complex Systems Simulation](https://hash.ai/)

## Digital Twin Video

* [Digital twin of vehicles: when physical and digital models come together - YouTube](https://www.youtube.com/watch?v=J-edZjYQors) Renault
* [Continuous Engineering with Digital Twin - YouTube](https://www.youtube.com/watch?v=Ri0TD7kYsIQ) JK Automotive
* [The Tesla Model Y Digital Twins for benchmarking and cost reduction strategies. - YouTube](https://www.youtube.com/watch?v=C1-H-Tve2Qw) Tesla
* [The digital functional twin - driving autonomous and electric vehicle design - YouTube](https://www.youtube.com/watch?v=zm643tgRC8Q) Siemens
* [Continuous Engineering with Digital Twin - YouTube](https://www.youtube.com/watch?v=Ri0TD7kYsIQ)

## Digital Twin Project

* [Digital twin](https://media.porsche.com/mediakit/innovation-sustainability-performance/en/innovation-sustainability-performance/digital-twin) Porsche

## Digital Twin

* [Digital Twin - Open Access Publishing Platform - Digital Twin](https://digitaltwin1.org/)
* [IoT Digital Twin with Roblox and The Things Network](https://lupyuen.github.io/articles/roblox)
* [How to tell the difference between a model and a digital twin - Advanced Modeling and Simulation in Engineering Sciences - Full Text](https://amses-journal.springeropen.com/articles/10.1186/s40323-020-00147-4)
* [NISTIR 8356 (Draft), Considerations for Digital Twin Technology & Emerging Standards - CSRC](https://csrc.nist.gov/publications/detail/nistir/8356/archive/2021-04-16)
* [Vertexvis/digital-twin-demo: Map time series and other digital twin data to sensors and visualize them in 3D using the Vertex Platform.](https://github.com/Vertexvis/digital-twin-demo)
* [Vertex Developer Portal - 3D Visualization Engine](https://developer.vertexvis.com/)
* [Vertex Platform Plans & Pricing - Vertex Software](https://vertexvis.com/pricing/3d-platform)

## Digital Twin

* [International Society of Automation (ISA)](https://www.isa.org/)
* [Digital Twin Patent Analysis and Major Brands Patent Deployment Strategies Market Size 2022 Explosive Factors of Revenue by Key Vendors Demand, Development Strategy, Future Trends and Industry Growth Research Report - Digital Journal](https://www.digitaljournal.com/pr/digital-twin-patent-analysis-and-major-brands-patent-deployment-strategies-market-size-2022-explosive-factors-of-revenue-by-key-vendors-demand-development-strategy-future-trends-and-industry-growth?utm_source=dlvr.it\&utm_medium=twitter)
* [Vacancies - Maynooth University](https://maynoothuniversity.ie/human-resources/vacancies)
* [Home - Sustainable Places (SP)](https://www.sustainableplaces.eu/)
* [ASHVIN–Digitising and transforming the European construction industry](https://www.ashvin.eu/)
* [Digital Twin Financial Services and Insurance Market Size, Trends, Opportunities, New Product Developments, Competitive Landscape and Forecasts 2029 - Digital Journal](https://www.digitaljournal.com/pr/digital-twin-financial-services-and-insurance-market-size-trends-opportunities-new-product-developments-competitive-landscape-and-forecasts-2029)
* [Digital Twin Applications–Part 2–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-56-digital-twin-applications-part-2/?utm_source=twitter\&utm_medium=social\&utm_campaign=ReviveOldPost)
* [DigiCirc (@circ\_digi) / Twitter](https://twitter.com/circ_digi)
* [What is a digital twin and why it's important to IoT - Network World](https://www.networkworld.com/article/3280225/what-is-digital-twin-technology-and-why-it-matters.html)
* [Media Meet 2022 on Twitter: "The doppelgänger of tangible products, Digital twin is a computerised replica of the physical object or services across many streams. "We can see reduced defects downstream now." Know more about the same with #mediameet2022 #digital #art #metaMonday @mediameet22 @ChristBangalore https://t.co/wPIyo8fcWD" / Twitter](https://twitter.com/mediameet22/status/1551550994151907328)
* [Digital twin of vehicles: when physical and digital models come together - YouTube](https://www.youtube.com/watch?v=J-edZjYQors)
* [ICHIRO-IWAI on Twitter: "Digital twin of vehicles: when physical and digital models come together #3dexperience #innovation #digitaltransformation #sustainability #virtualtwinexperience #cloud https://t.co/8FeoFqi44g https://t.co/Dqf9NPe11Z" / Twitter](https://twitter.com/ICHIROIWAI2/status/1551354764025155584)
* [The Digital Twin - Industry - Siemens Global](https://new.siemens.com/global/en/company/stories/industry/the-digital-twin.html?linkId=300000002833815)
* [Digital Twin Applications + Everlong–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-44-digital-twin-applications-everlong/?utm_source=twitter\&utm_medium=social\&utm_campaign=ReviveOldPost)
* [IoT Coffee Talk–Rob Tiffany Digital](https://robtiffanydigital.com/category/iot-coffee-talk/)
* [Bill Drops a Digital Twin–Rob Tiffany Digital](https://robtiffanydigital.com/bill-drops-a-digital-twin/)
* [Digital Twin Applications–Part 2–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-56-digital-twin-applications-part-2/)
* [The Causal Digital Twin–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-48-the-causal-digital-twin/)
* [Digital Twin Applications + Everlong–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-44-digital-twin-applications-everlong/)
* [Intelligent Assets vs Digital Twins–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-50-intelligent-assets-vs-digital-twins/)
* [Digital Twins–Rob Tiffany Digital](https://robtiffanydigital.com/iot-coffee-talk-4-digital-twins/?utm_source=twitter\&utm_medium=social\&utm_campaign=social)

## Digital Twin

* [The digital engineering revolution is here—could Python be the key to upskilling?](https://thenextweb.com/news/digital-engineering-could-python-key-to-upskilling)
* [Course - Digital Twin Technology - IP500520 - NTNU](https://www.ntnu.edu/studies/courses/IP500520/2021#tab=omEmnet)
* [AhoPanu.pdf](https://trepo.tuni.fi/bitstream/handle/10024/118591/AhoPanu.pdf?sequence=2\&isAllowed=y)
* [2112.01903.pdf](https://arxiv.org/ftp/arxiv/papers/2112/2112.01903.pdf)
* [Design, Modeling and Implementation of Digital Twins - PMC](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318241/#B47-sensors-22-05396)
* [Eclipse Ditto™ • open source framework for digital twins in the IoT](https://www.eclipse.org/ditto/)
* [Connect, Command & Control IoT devices :: Eclipse Hono™](https://www.eclipse.org/hono/)
* [Eclipse Mosquitto™ - projects.eclipse.org](https://projects.eclipse.org/projects/iot.mosquitto)
* [Eclipse IoT - projects.eclipse.org](https://projects.eclipse.org/projects/iot)
* [projects.eclipse.org - Get involved in Eclipse projects to help contribute to their success. We welcome users and adopters as part of the community.](https://projects.eclipse.org/list-of-projects?combine=digital+twin\&field_project_techology_types_tid=All\&field_state_value_2=All)
* [Eclipse AAS Model for Java - projects.eclipse.org](https://projects.eclipse.org/projects/dt.aas4j)
* [About FIWARE–FIWARE](https://www.fiware.org/about-us/)
* [Webots: robot simulator](https://cyberbotics.com/)
* [Pollen Robotics' Reachy VR Digital Twin in Python (proof of concept) - r/Python](https://libreddit.kavin.rocks/r/Python/comments/tsjsaf/pollen_robotics_reachy_vr_digital_twin_in_python/)
* [harfang3d/reachy-digital-twin: Digital twin of the Pollen Robotics Reachy robot.](https://github.com/harfang3d/reachy-digital-twin)
* [PIPESIM model building and automation using Python scripting: Build your own digital twin (Session 1) Registration](https://onlinexperiences.com/scripts/Server.nxp?LASCmd=AI:4;F:QS!10100\&ShowUUID=EA6CEC31-B5AD-43F5-BEF3-CFCFED577EC9)
* [Producing the Digital Twin for Industrial Internet of Things - Iot-Inc](https://www.iot-inc.com/producing-digital-twin-for-industrial-internet-of-things-podcast/)
* [Software](https://michael.kapteyn.nz/software/)
* [A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale](https://michael.kapteyn.nz/pgm/)
* [The Top 90 Digital Twin Open Source Projects](https://awesomeopensource.com/projects/digital-twin)
* [Development of a digital twin operational platform using Python Flask - Data-Centric Engineering - Cambridge Core](https://www.cambridge.org/core/journals/data-centric-engineering/article/development-of-a-digital-twin-operational-platform-using-python-flask/C138956055FE433E7EEB693777B0F339)
* [Digital-Twin-Operational-Platform/Cristallo](https://github.com/Digital-Twin-Operational-Platform/Cristallo)
* [Development of a digital twin operational platform using Python Flask - Data-Centric Engineering - Cambridge Core](https://www.cambridge.org/core/journals/data-centric-engineering/article/development-of-a-digital-twin-operational-platform-using-python-flask/C138956055FE433E7EEB693777B0F339#article)
* [Developing a Digital Twin. An intelligent system using Machine…- by Taposh Dutta-Roy - Medium](https://medium.com/@taposhdr/developing-a-digital-twin-97128e3dc9f3)

## Digital Twin

* [Twin-Control -](https://twincontrol.eu/)
* [SNU OPEN COURSEWARE - SEOUL NATIONAL UNIVERSITY](https://ocw.snu.ac.kr/department_detail?field_c_deptidx_tid=23)