Predicting the material behavior of recycled composites: Experimental analysis and deep learning hybrid approach
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Innovative concrete reinforcement materials · Infrastructure Maintenance and Monitoring · Recycling and Waste Management Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (46)
Show source-provided references
1. Evaluation of mechanical and performance characteristics of a new composite railway sleeper made from recycled plastics, mineral fillers and industrial wastes10.1016/j.compositesb.2023.110581 ↗
2. Composite material recycling technology—state-of-the-art and sustainable development for the 2020s10.3390/jcs5010028 ↗
3. Current status of carbon fibre and carbon fibre composites recycling10.1016/j.compositesb.2020.108053 ↗
4. An overview of recycling issues for composite materials10.1177/089270579600900102 ↗
5. Thermo-mechanical recycling of polypropylene for the facile and scalable fabrication of highly loaded wood plastic composites10.1016/j.compositesb.2021.108873 ↗
6. Mechanical recycling of an end-of-life automotive composite component10.1016/j.susmat.2019.e00143 ↗
7. Environmental and financial performance of mechanical recycling of carbon fibre reinforced polymers and comparison with conventional disposal routes10.1016/j.jclepro.2016.03.139 ↗
8. Development of an innovative hybrid thermo-chemical recycling method for CFRP waste recovery10.1016/j.compositesb.2023.110786 ↗
9. Recycling of carbon fiber with epoxy composites by chemical recycling for future perspective: a review10.1007/s11696-020-01198-y ↗
10. Chemical recycling of glass fibre reinforced composites using subcritical water10.1016/j.compositesa.2012.06.008 ↗
11. Life cycle assessment of a thermal recycling process as an alternative to existing CFRP and GFRP composite wastes management options10.3390/polym13244430 ↗
12. Determining the mechanism controlling glass fibre strength loss during thermal recycling of waste composites10.1016/j.compositesa.2015.06.006 ↗
13. Mechanical properties of thermally-treated and recycled glass fibres10.1016/j.compositesb.2010.12.020 ↗
14. Tensile and compressive properties of chopped carbon fiber tapes reinforced thermoplastics with different fiber lengths and molding pressures10.1016/j.compositesa.2016.05.005 ↗
15. Recycling of carbon fiber-reinforced thermoplastic composite wastes from the aerospace industry10.1177/0021998316671796 ↗
16. Analysis of the effect of mechanical recycling upon tensile strength of a short glass fibre reinforced polyamide 6,610.1016/j.engfracmech.2006.10.002 ↗
17. Effect of mechanical recycling on the mechanical properties of PLA-based natural fiber-reinforced composites10.3390/jcs7040141 ↗
18. Investigation on the mechanical recycling of carbon fiber-reinforced polymers by peripheral down-milling10.3390/polym15040854 ↗
19. On the mechanical properties, deformation and fracture of a natural fibre/recycled polymer composite10.1016/S1359-8368(03)00042-8 ↗
20. Optimizing a recycling process of SMC composite waste10.1016/j.wasman.2007.03.026 ↗
21. Reuse of carbon fibers and a mechanically recycled CFRP as rod-like fillers for new composites: optimization and process development10.3390/pr11020366 ↗
22. CFRP-recycling following a pyrolysis route: process optimization and potentials10.1177/0021998308097737 ↗
23. A review of convolutional neural network architectures and their optimizations10.1007/s10462-022-10213-5 ↗
24. A review of convolutional neural networks
25. Prediction and validation of the transverse mechanical behavior of unidirectional composites considering interfacial debonding through convolutional neural networks10.1016/j.compositesb.2021.109314 ↗
26. Recent advances in convolutional neural networks10.1016/j.patcog.2017.10.013 ↗
27. A dilated CNN model for image classification10.1109/ACCESS.2019.2927169 ↗
28. Remote sensing image scene classification using CNN-CapsNet10.3390/rs11050494 ↗
29. Prediction of two-phase composite microstructure properties through deep learning of reduced dimensional structure-response data10.1016/j.compositesb.2021.109282 ↗
30. Yue · 2018 · 274
31. Zhao · 2016 · 1
32. Prediction of composite microstructure stress-strain curves using convolutional neural networks10.1016/j.matdes.2020.108509 ↗
33. Damage monitoring of carbon fibre reinforced polymer composites using acoustic emission technique and deep learning10.1016/j.compstruct.2022.115629 ↗
34. Acoustic emission data based deep learning approach for classification and detection of damage-sources in a composite panel10.1016/j.compositesb.2021.109450 ↗
35. Structure health monitoring of a composite wing based on flight load and strain data using deep learning method10.1016/j.compstruct.2022.115305 ↗
36. A deep learning framework for vibration-based assessment of delamination in smart composite laminates10.3390/s20082335 ↗
37. Structural vibration-based classification and prediction of delamination in smart composite laminates using deep learning neural network10.1016/j.compositesb.2018.12.118 ↗
38. T. Szandała, Review and comparison of commonly used activation functions for deep neural networks, Bio-inspired neurocomputing2021, pp. 203-224.10.1007/978-981-15-5495-7_11 ↗
39. Ide · 2017 · 2684
40. COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization10.1016/j.compbiomed.2022.105244 ↗
41. Al-Haija · 2020 · 1586
42. Medical image retrieval using Resnet-18 for clinical diagnosis, Medical Imaging 2019: Imaging Informatics for Healthcare
43. Experimental investigation of the tensile test using digital image correlation (DIC) method
44. Detecting damage in carbon fibre composites using numerical analysis and vibration measurements10.1590/1679-78256294 ↗
45. Carbon fiber/PLA recycled composite10.3390/polym14112194 ↗
46. Simulation and analysis of shape memory alloy fiber reinforced composite based on cohesive zone model10.1016/j.matdes.2012.03.037 ↗