Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing

This paper explores the application of a novel adaptive consolidation sensor framework for the characterisation of composite precursors. The designed framework develops material-driven test programmes in real-time and defines robust material models for the studied composite precursor. The proposed a...

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Main Authors: Anatoly Koptelov, Jonathan P-H. Belnoue, Ioannis Georgilas, Stephen R. Hallett, Dmitry S. Ivanov
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Materials
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2022.864584/full
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author Anatoly Koptelov
Jonathan P-H. Belnoue
Ioannis Georgilas
Stephen R. Hallett
Dmitry S. Ivanov
author_facet Anatoly Koptelov
Jonathan P-H. Belnoue
Ioannis Georgilas
Stephen R. Hallett
Dmitry S. Ivanov
author_sort Anatoly Koptelov
collection DOAJ
description This paper explores the application of a novel adaptive consolidation sensor framework for the characterisation of composite precursors. The designed framework develops material-driven test programmes in real-time and defines robust material models for the studied composite precursor. The proposed approach allows to remove any subjective judgement about the material behaviour and to reduce human involvement at the experimentation stage. The proposed framework along with the developed data transfer/acquisition hardware setup was put to the test within several characterisation exercises. Two different material systems were tested. The output of the proposed testing method—model and properties for the tested materials—is compared with the results of the conventional deterministic characterisation tests.
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spelling doaj.art-fe0b224e360c4b19937906d8da18e3862022-12-21T19:06:26ZengFrontiers Media S.A.Frontiers in Materials2296-80162022-04-01910.3389/fmats.2022.864584864584Adaptive Real-Time Characterisation of Composite Precursors in ManufacturingAnatoly Koptelov0Jonathan P-H. Belnoue1Ioannis Georgilas2Stephen R. Hallett3Dmitry S. Ivanov4Bristol Composites Institute, University of Bristol, Bristol, United KingdomBristol Composites Institute, University of Bristol, Bristol, United KingdomDepartment of Mechanical Engineering, University of Bath, Bath, United KingdomBristol Composites Institute, University of Bristol, Bristol, United KingdomBristol Composites Institute, University of Bristol, Bristol, United KingdomThis paper explores the application of a novel adaptive consolidation sensor framework for the characterisation of composite precursors. The designed framework develops material-driven test programmes in real-time and defines robust material models for the studied composite precursor. The proposed approach allows to remove any subjective judgement about the material behaviour and to reduce human involvement at the experimentation stage. The proposed framework along with the developed data transfer/acquisition hardware setup was put to the test within several characterisation exercises. Two different material systems were tested. The output of the proposed testing method—model and properties for the tested materials—is compared with the results of the conventional deterministic characterisation tests.https://www.frontiersin.org/articles/10.3389/fmats.2022.864584/fullresin flowconsolidationcharacterisationadaptive testingcompaction
spellingShingle Anatoly Koptelov
Jonathan P-H. Belnoue
Ioannis Georgilas
Stephen R. Hallett
Dmitry S. Ivanov
Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
Frontiers in Materials
resin flow
consolidation
characterisation
adaptive testing
compaction
title Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
title_full Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
title_fullStr Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
title_full_unstemmed Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
title_short Adaptive Real-Time Characterisation of Composite Precursors in Manufacturing
title_sort adaptive real time characterisation of composite precursors in manufacturing
topic resin flow
consolidation
characterisation
adaptive testing
compaction
url https://www.frontiersin.org/articles/10.3389/fmats.2022.864584/full
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