DURABILITY MODELLING OF COMPOSITE STRUCTURES WITH ARBITRARY LAY-UP USING STANDARDIZED TESTING AND ARTIFICIAL INTELLIGENCE

Projektinformationen

D-STANDART

ID Finanzhilfevereinbarung: 101091409

DOI

10.3030/101091409

Projekt abgeschlossen

EK-Unterschriftsdatum 18 November 2022

Startdatum 1 Januar 2023

Enddatum 31 Dezember 2025

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 3 794 991,50

EU-Beitrag

€ 3 330 616,50

Koordiniert durch

STICHTING KONINKLIJK NEDERLANDS LUCHT - EN RUIMTEVAARTCENTRUM
Netherlands

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (14)

Report on the initial communication set

Initial document gathering corporate ID (logo, graphical chart), poster and roll up banner. (output from task WP6.1)

Final Report on project outcomes

This is the final report of the entire project, detailing all the developments and findings within D-STANDART.(output from task WP7.1 and all WPs)

Digital thread data exchange format specifications

This provides the ability to extract the required data subsets embedded within the digital thread for the purpose of AI surrogate model validation in the use cases.(output from task WP5.3)

Validation data

This database will collect all the data generated during fatigue testing of the demonstrators, for use in the model validation in WP2.(output from task WP1.5)

Report on experimental model validation

The final report of WP2 will describe the validation case yielded for a full-scale test article, such as a section of wind-turbine. The report will discuss the computational effort, the robustness of the modelling approach and the uncertainty of the remaining life prediction.(output from task WP2.5)

Report on environmental effect testing methodology

This report will describe the developed methodology for testing environmental effects, including guidance on which environmental conditions need to be tested.(output from task WP1.4)

D-STANDART roadmap

This report will provide a complete roadmap showing pathways to overcome the barriers that End-users might have in adopting D-STANDART technologies. It will also be aligned with EMCC/EMMC to include proposed ongoing research and development prospects(output from task WP6.5)

Report on methodology for testing effect of fibre orientation on delamination growth

This report will describe the developed methodology for testing the effect of fibre orientation, including testing and data analysis procedures and guidance on which fibre orientations need to be tested.(output from task WP1.3)

Report on accelerated testing methodology

This report will describe the developed accelerated testing methodology. It will also contain an evaluation comparing fatigue life results obtained with the accelerated methodology to those obtained with traditional testing.(output from task WP1.2)

Preliminary report on integration of lifecycle assessments in design, EU and national standards and regulatory barriers

This preliminary report will include dataset and models of all the assessments till date. Review of relevant standards and regulatory barriers will be included(output from task WP4.1)

Report on Workshops organisation

Report on workshop organisation, programmes, and key facts and figures.(output from task WP6.1)

SOTA review of micro-scale fatigue damage mechanism models

The report will review and catalogue the fatigue damage mechanisms for micro-scale so far published in open literature. The report will form the basis for initiating the probabilistic fatigue modelling of task 2.2.(output from task WP2.1)

Final report on integration of lifecycle assessments in design, tools and methods developed and approach to standardisation

Adding to D4.1 this final report will include additional data and models generated during the final half of the project(output from task WP4.5)

Report on AI surrogate modelling

The report will describe the development of the AI surrogate model and the intermediate verification steps yielded at the meso-scale level. It will also report the up-scaling process to the macro level with arbitrary geometry including verification steps for small scale test article (such as T-joint structure).(output from task WP2.3)

Data sets, microdata, etc (1)

Fatigue database

This database will collect all the material data generated during the tests conducted in WP1 to facilitate public sharing.(output from task WP1.4)

Veröffentlichungen

Conference proceedings (1)

Characterizing Fatigue Delamination Growth in Multidirectional CFRP Laminates

Autoren: Davide Biagini, Francisco Monticeli, Yasmine Mosleh, John-Alan Pascoe
Veröffentlicht in: The 15th EASN International Conference on “Innovation in Aviation & Space Towards Sustainability Today & Tomorrow”, 2026
Herausgeber: MDPI
DOI: 10.3390/ENGPROC2026133203

Peer reviewed articles (4)

A novel analytical model to characterise the monotonic and cyclic contribution of fibre bridging during Mode I fatigue delamination in (C)FRPs

Autoren: Francisco Maciel Monticeli, Davide Biagini, Yasmine Mosleh, John-Alan Pascoe
Veröffentlicht in: Composites Part B: Engineering, Ausgabe 297, 2025, ISSN 1359-8368
Herausgeber: Elsevier BV
DOI: 10.1016/J.COMPOSITESB.2025.112319

Scrutinising the isolated and combined effects of in-service temperature and moisture on mode I fatigue delamination of CFRPs

Autoren: Francisco Maciel Monticeli, Davide Biagini, John-Alan Pascoe, Yasmine Mosleh
Veröffentlicht in: Composites Part B: Engineering, Ausgabe 313, 2026, ISSN 1359-8368
Herausgeber: Elsevier BV
DOI: 10.1016/J.COMPOSITESB.2025.113366

An experimental and numerical investigation into tensile fatigue failure of composite laminates containing wrinkles and cut plies

Autoren: Bing Zhang, Hafiz Ali, Giuliano Allegri, Stephen R. Hallett
Veröffentlicht in: International Journal of Fatigue, Ausgabe 198, 2025, ISSN 0142-1123
Herausgeber: Elsevier BV
DOI: 10.1016/J.IJFATIGUE.2025.109026

Interlaminar fracture behaviour of emerging laminated-pultruded CFRP plates for wind turbine blades

Autoren: Xi Li, Francisco Monticeli, John-Alan Pascoe, Yasmine Mosleh
Veröffentlicht in: Engineering Fracture Mechanics, Ausgabe 308, 2024, ISSN 0013-7944
Herausgeber: Elsevier BV
DOI: 10.1016/j.engfracmech.2024.110353