Deliverables Documents, reports (3) Dissemination and Exploitation Plan A Dissemination and Exploitation Plan will be developed early in the project and will be reported against in the interim and final reports to ensure progress against the plan. Review of the state of the art regarding multi-scale methods This deliverable consists of a review of the state of the art regarding multi-scale methods, for application to typical sub-assemblies of multifunctional fuselage and large aircraft, from components Document describing sources of modelling uncertainties Document describing sources of modelling uncertainties in predictive virtual simulation of aerospace structures, their potential impact on the accuracy results and ranking in terms of priority for performing uncertainty quantification within a virtual testing context; additionally a sensitivity ranking for idealisation rules, the aim is to understand the margin of error we introduce by derogating from a specific idealisation rule. Demonstrators, pilots, prototypes (1) Delivery of meso and macro-scale strategies & new multi-scale framework Delivery of meso and macro-scale strategies, with particular focus on meso/macro, hot spot criteria list and their respective definition & new multi-scale framework consisting of: - Report on approach taken and structure of software - Models used for testing and validation including input data and results of preliminary system tests - Online repository containing software tools (including source code) forming the new framework - User manual containing instructions and examples of use. Other (1) Uncertainty quantification & Management tool Uncertainty quantification Management tool will be demonstrated to provide the Topic Manager with a good set of initial results to be further developed in the project The UQ tool will have the capability for the future to plug different sensitivity methodologies Publications Conference proceedings (3) A Computationally Efficient Approach for Analysing the Onset of Failure in Aerospace Composite Structures Author(s): X. Zou, S. Yan1, J.P. Rouse, I.A.Jones, M. Hamadi and M. Fouinneteau Published in: 2019 Publisher: ICCM22 - 22nd International Conference on Composite Materials 2019 The Identification of Failure Initiation Hotspots in Idealised Composite Material Component Models Using a “Bottom-Up Database” Method Author(s): Zou, X.; Yan, S.; Rouse, J.; Matveev, M.; Li, S.; Jones, I. A.; Hamadi, M.; Fouinneteau, M. Published in: Proceedings of 18th European Conference on Composite Materials, Issue Jun 24, 2018, 2018, ISBN 9781-510896932 Publisher: European Society for Composite Materials Bayesian Reconstruction of Goal Orientated Error Fields in Large Aerospace Finite Element Models Author(s): Bonney, Matthew S.; Evans, Richard; Rouse, James; Jones, Arthur; Hamadi, Maxime Published in: Proceedings of AerospaceEurope Conference 2020, 2020 Publisher: AEC 2020 Peer reviewed articles (4) Goal oriented error estimation in multi-scale shell element finite element problems Author(s): Matthew S. Bonney, Richard Evans, James Rouse, Arthur Jones, Pierre Kerfriden, Maxime Hamadi Published in: Advanced Modeling and Simulation in Engineering Sciences, Issue 8/1, 2021, ISSN 2213-7467 Publisher: Advanced Modeling and Simulation in Engineering Sciences DOI: 10.1186/s40323-021-00189-2 An Abaqus plugin for efficient damage initiation hotspot identification in large-scale composite structures with repeated features Author(s): Xi Zou, Shibo Yan, Mohammad Reza Ilkhani, Louise Brown, Arthur Jones, Maxime Hamadi Published in: Advances in Engineering Software, Issue 153, 2021, Page(s) 102964, ISSN 0965-9978 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.advengsoft.2020.102964 An efficient multiscale surrogate modelling framework for composite materials considering progressive damage based on artificial neural networks Author(s): Shibo Yan, Xi Zou, Mohammad Ilkhani, Arthur Jones Published in: Composites Part B: Engineering, Issue 194, 2020, Page(s) 108014, ISSN 1359-8368 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.compositesb.2020.108014 Experimental and numerical investigation of interface damage in composite L-angle sections under four-point bending Author(s): Xi Zou, Shibo Yan, Mikhail Matveev, James P Rouse, I Arthur Jones Published in: Journal of Composite Materials, Issue 55/2, 2021, Page(s) 187-200, ISSN 0021-9983 Publisher: SAGE Publications DOI: 10.1177/0021998320943659 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available