autowerkstatt4null: An Off-Board-Diagnostics Ecosystem for Car-Workshops

[2608.26911] autowerkstatt4null: An Off-Board-Diagnostics Ecosystem for Car-Workshops Skip to main content Search Submit Donate Log in Electrical Engineering and Systems Science > Signal Processing arXiv:2608.26911 (eess) [Submitted on 27 Aug 2026 ( v1 ), last revised 28 Aug 2026 (this version, v2)] Title: autowerkstatt4null: An Off-Board-Diagnostics Ecosystem for Car-Workshops Authors: Stephan Bökelmann , Rene Glitza , Meihui Huang , Odin Holmes , Lukas Jakubczyk , Tabea Röthemeyer View PDF Abstract: This paper presents autowerkstatt4null, a three-year initiative to empower independent automotive workshops with AI-driven, federated diagnostics. The project was funded by the German Federal Ministry for Economic Affairs and Climate Action. The project enhanced the initial diagnostic workflow through newly developed technologies and architectural concepts, incorporating real user feedback. The resulting demonstrator showcases key outcomes: a modular measurement platform enabling flexible hardware integration, a secure data exchange hub for trusted collaboration, asynchronous online diagnostics that decouples analysis from workshop constraints, and a digital academy supporting technician upskilling. Together, these innovations demonstrate how independent workshops can access advanced diagnostic capabilities previously limited to manufacturer tools, strengthening competitiveness and sustainability in the sector. The project repository is available at: this https URL . Comments: 11 pages, 9 figures Subjects: Signal Processing (eess.SP) Cite as: arXiv:2608.26911 [eess.SP] (or arXiv:2608.26911v2 [eess.SP] for this version) https://doi.org/10.48550/arXiv.2608.26911 Focus to learn more arXiv-issued DOI via DataCite Submission history From: Stephan Bökelmann [ view email ] [v1] Thu, 27 Aug 2026 10:09:40 UTC (2,277 KB) [v2] Fri, 28 Aug 2026 08:54:03 UTC (2,278 KB) Full-text links: Access Paper: View PDF TeX Source view license Current browse context: eess.SP < prev | next > new | recent | 2026-08 Change to browse by: eess References & Citations SciX Google Scholar Semantic Scholar export BibTeX citation Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer ( What is the Explorer? ) Connected Papers Toggle Connected Papers ( What is Connected Papers? ) Litmaps Toggle Litmaps ( What is Litmaps? ) scite.ai Toggle scite Smart Citations ( What are Smart Citations? ) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv ( What is alphaXiv? ) Links to Code Toggle CatalyzeX Code Finder for Papers ( What is CatalyzeX? ) DagsHub Toggle DagsHub ( What is DagsHub? ) GotitPub Toggle Gotit.pub ( What is GotitPub? ) Huggingface Toggle Hugging Face ( What is Huggingface? ) ScienceCast Toggle ScienceCast ( What is ScienceCast? ) Demos Demos Replicate Toggle Replicate ( What is Replicate? ) Spaces Toggle Hugging Face Spaces ( What is Spaces? ) Spaces Toggle TXYZ.AI ( What is TXYZ.AI? ) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower ( What are Influence Flowers? ) Core recommender toggle CORE Recommender ( What is CORE? ) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs . Which authors of this paper are endorsers? | Disable MathJax ( What is MathJax? ) We gratefully acknowledge support from our major funders , member institutions , and all contributors. About · Help · Contact · Subscribe · Copyright · Privacy · Accessibility · Operational Status (opens in new tab)

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