A Perspective on Software-in-the-Loop and Hardware-in-the-Loop Within Digital Twin Frameworks for Automotive Lighting SystemsShow others and affiliations
2025 (English)In: Applied Sciences, E-ISSN 2076-3417, Vol. 15, no 15, article id 8445Article in journal (Refereed) Published
Abstract [en]
The increasing complexity of modern automotive lighting systems requires advanced validation strategies that ensure both functional performance and regulatory compliance. This study presents a structured integration of Software-in-the-Loop (SiL) and Hardware-in-the-Loop (HiL) testing within a digital twin (DT) framework for validating headlamp systems. A gated validation process (G10–G120) is proposed, aligning each development phase with corresponding simulation stages from early requirements and concept validation to real-world scenario testing and continuous integration. A key principle of this approach is the adoption of a framework built upon the V-Cycle, adapted to integrate DT technology with SiL and HiL workflows. This architectural configuration ensures a continuous data flow between the physical system, the digital twin, and embedded software components, enabling real-time feedback, iterative model refinement, and traceable system verification throughout the development lifecycle. The paper also explores strategies for effective DT integration, such as digital twin-as-a-service, which combines virtual testing with physical validation to support earlier fault detection, streamlined simulation workflows, and reduced dependency on physical prototypes during lighting system development. Unlike the existing literature, which often treats SiL, HiL, and DTs in isolation, this work proposes a unified, domain-specific validation framework. The methodology addresses a critical gap by aligning simulation-based testing with development milestones and regulatory standards, offering a foundation for industrial adoption.
Place, publisher, year, edition, pages
MDPI, 2025. Vol. 15, no 15, article id 8445
Keywords [en]
automotive, digital twin, hardware-in-the-loop, headlamps, software-in-the-loop, Data flow analysis, Embedded systems, Hardware-in-the-loop simulation, Headlights, Integration, Life cycle, Lighting fixtures, Regulatory compliance, Verification, Virtual reality, Automotive lighting system, Automotives, Functional performance, Hardware in the loops, Hardware-in-the-loop testing, Headlamp, Software in the loops, Structured integration, Validation strategies, Work-flows, Integration testing
National Category
Software Engineering Computer Systems Embedded Systems
Research subject
Virtual Production Development (VPD)
Identifiers
URN: urn:nbn:se:his:diva-25764DOI: 10.3390/app15158445ISI: 001550824500001Scopus ID: 2-s2.0-105013474257OAI: oai:DiVA.org:his-25764DiVA, id: diva2:1992751
Projects
“Boosting Ingenium for Excellence” (BI4E) project
Funder
EU, Horizon Europe, 101071321
Note
CC BY 4.0
© 2025 by the authors
Correspondence Address: G. Balan; Faculty of Electrical Engineering, Technical University of “Gheorghe Asachi” Iasi, Iași, 700050, Romania; email: george.balan@student.tuiasi.ro
This research paper was supported by the “Boosting Ingenium for Excellence” (BI4E) project, funded by the European Union’s HORIZON–WIDERA–2021–ACCESS–05–01–European Excellence Initiative under the Grant Agreement No. 101071321.
2025-08-282025-08-282025-09-29Bibliographically approved