A Digital Twin Framework for Dynamic and Robust Distributed Systems (D-RODS)
| Reference number | |
| Coordinator | Mälardalens Universitet - Akademin för innovation design & teknik IDT |
| Funding from Vinnova | SEK 9 965 748 |
| Project duration | May 2023 - May 2026 |
| Status | Ongoing |
| Venture | Advanced digitalization - Enabling technologies |
| Call | Advanced and innovative digitalization 2023 - call one |
Purpose and goal
D-RODS addresses digitalization challenges related to the usage of Digital Twins (DT), touching on several challenges of system automation, in the context of use cases (automation, transportation, telecommunication) coming from 3 major Swedish companies. The overall goal of D-RODS is to propose and validate a reference DT framework based on trustworthy artificial intelligence (AI), supporting highly autonomous system testing and operation, optimal resource utilization (power consumption included) and increased resilience to faults.
Expected effects and result
Advancing the theory and practice in AI, verification & validation (V&V) and distributed systems, D-RODS (mainly) delivers: * An optimizable, adaptable, energy-efficient, reliable and autonomous DT framework, with an accurate prediction of performance * New AI and V&V procedures for automation, re-distribution, etc. * High-coverage DT-based test solutions D-RODS results are expected to: * Integration of automation design and operation * Offer up to 400 test days for external clients at Alstom Innovation Lab * Support creating a “DT as a Service” testing platform
Planned approach and implementation
D-RODS looks into AI, V&V and distributed systems techniques, aiming to combine them into the realisation of the digital twin framework. The approach is validated on 3 use cases. The project is structured consequently, having work packages addressing system architectural aspects, AI developments, V&V methods and detailed specifications of the use cases. A distinct workpackage is responsible for the construction of demonstrators. Academic (main developers) and industrial partners (mainly specifications, support, validation, etc.) are involved in each of the work packages.