TwinShip Innovation 4
🚢 TwinShip Innovation Spotlight: DT Model Evaluation Methodology & Standards We're excited to highlight Innovation 4 of the TwinShip project – a robust methodology for evaluating Digital Twin (DT) models in the maritime sector. 🔍 Current Challenge: Most evaluation methods focus on the accuracy of regression or classification models but often overlook how structural changes in the DT model impact real-world ship performance. This can reduce trust and slow adoption. 🚀 TwinShip’s Breakthrough: Building on learnings from the COGNITWIN project, TwinShip introduces a comprehensive evaluation framework that includes hardware-in-the-loop (HIL) testing, internal vs. external model performance assessment, and a focus on trustworthiness and explainability, especially for AI/ML-based DT models. The initiative also contributes to international standardization through collaboration with the ISO/IEC JTC 1/SC 41 Digital Twin committee, helping shape future guidelines for trustworthy maritime DTs. |
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TWINSHIP mini-Conference program - Maritime Digitalization & Decarbonization - Sep 04, 2025.
Now you can register for the TWINSHIP mini-Conference program - Maritime Digitalization & Decarbonization - Sep 04, 2025 from the following link: https://events.teams.microsoft.com/event/cfadf6bf-fd7c-43ed-90f7-2fb483262a65@4e7f212d-74db-4563-a57b-8ae44ed05526Â
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TwinShip Innovation 3
🚢 TwinShip Innovation Spotlight: Integrated Green Digital Twin (DT) Model. We’re excited to share Innovation 3 of the TwinShip project – an Integrated Green DT Model that combines first principles with advanced data science and AI methods to support system-wide ship performance modeling. 🔍 Current Challenge: 🚀 TwinShip’s Breakthrough: Rooted in experience from VesselAI and SeaTech H2020 projects, this innovation sets a new standard for dynamic, explainable, and green-ready Digital Twins in maritime. |
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TwinShip Consortium Horizon Europe Project Podcast - An overview of the project.
Get a sneak peek of the conference paper through this podcast, where we have created the first AI-generated podcast on the conference paper of: Digital Twin Framework to enable Green Ship Operations towards Zero Emission Vessels – TwinShip Approach IMAM 2025 20th International Congress of the International Maritime Association of the Mediterranean, At: Crete, Greece Authors: Lokukaluge Prasad Perera, Kostas Belibassakis, Dumitru Roman and Lu Ruihua |
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TwinShip Innovation 2
🚢 TwinShip Innovation Spotlight: Vessel Data Cloud Space (VDCS) Presenting Innovation 2 of the TwinShip project – the Vessel Data Cloud Space (VDCS) – a structured, intelligent data layer embedded within the open-source VesselAI platform. 🔍 Current Challenge: 🚀 TwinShip’s Breakthrough: Powered by: VDCS is setting the standard for smart, interoperable maritime data systems. |
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