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Characterization of the physical origins of acoustic emission (AE) from natural fiber reinforced polymers (NFRPs) machining processes

Article dans une revue avec comité de lecture
Auteur
WANG, Zimo
301080 Texas A&M University [College Station]
GUO, Ruiqi
MA, Qiyang
ccCHEGDANI, Faissal
211915 Mechanics surfaces and materials processing [MSMP]
301080 Texas A&M University [College Station]
TAI, Bruce
301080 Texas A&M University [College Station]
EL MANSORI, Mohamed
211915 Mechanics surfaces and materials processing [MSMP]
301080 Texas A&M University [College Station]
BUKKAPATNAM, Satish T. S.
301080 Texas A&M University [College Station]

URI
http://hdl.handle.net/10985/23484
DOI
10.1007/s00170-021-07956-w
Date
2021-09-08
Journal
The International Journal of Advanced Manufacturing Technology

Résumé

Natural fiber reinforced polymers (NFRPs) are environmentally friendly and are receiving growing attention in the industry. However, the multi-scale structure of natural fibers and the random distribution of the fibers in the matrix material severely impede the machinability of NFRPs, and real-time monitoring is essential for quality assurance. This paper reports a synchronous in situ imaging and acoustic emission (AE) analysis of the NFRP machining process to connect the temporal features of AE to the underlying dynamics and process instability, all happen within milliseconds during the NFRP cutting. This approach allows directly observing the surface modification and chip formation from a high-speed camera (HSC) during NFRP cutting processes. The analysis of the HSC images suggests that the complex fiber structure and the random distribution introduce an unsteady, almost a freeze-and-release type motion pattern of the cutting tool with varying depths of cut at the machining interface. More pertinently, a prominent burst pattern of AE from time domain was found to emanate due to the sudden penetration of the tool into the surface of the NFRP workpiece (increasing the depth of cut), as well as a release motion of the tool from its momentary freeze position. These findings open the possibility of tracking AE signals to assess the effective specific energy and surface quality that are affected by these unsteady motion patterns.

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  • Laboratoire Mechanics, Surfaces and Materials Processing (MSMP)

Documents liés

Visualiser des documents liés par titre, auteur, créateur et sujet.

  • Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber–Reinforced Polymer Composite Machining Process 
    Article dans une revue avec comité de lecture
    WANG, Zimo; DIXIT, Pawan; CHEGDANI, Faissal; TAKABI, Behrouz; TAI, Bruce L.; EL MANSORI, Mohamed; BUKKAPATNAM, Satish (2020)
    Natural fiber–reinforced polymer (NFRP) composites are increasingly considered in the industry for creating environmentally benign product alternatives. The complex structure of the fibers and their random distribution ...
  • Thermal Effects on Tribological Behavior in Machining Natural Fiber Composites 
    Communication avec acte
    CHEGDANI, Faissal; TAKABI, Behrouz; TAI, Bruce; EL MANSORI, Mohamed; BUKKAPATNAM, Satish (ELSEVIER, 2018)
    Machining natural fibers reinforced plastic (NFRP) composites is nowadays a real challenge for academia and industries. These eco-friendly materials are emerging in automotive and aeronautical industries thanks to many ...
  • Effect of flax fiber orientation on machining behavior and surface finish of natural fiber reinforced polymer composites 
    Article dans une revue avec comité de lecture
    CHEGDANI, Faissal; TAKABI, Behrouz; EL MANSORI, Mohamed; TAI, Bruce L.; BUKKAPATNAM, Satish T.S. (Society of Manufacturing Engineers, 2020)
    Manufacturing processes of natural fiber reinforced polymer (NFRP) composites are becoming the interest of industrials and scientists because these eco-friendly materials are emerging in automotive and aerospace industries. ...
  • Multiscale tribo-mechanical analysis of natural fiber composites for manufacturing applications 
    Article dans une revue avec comité de lecture
    CHEGDANI, Faissal; WANG, Zimo; EL MANSORI, Mohamed; BUKKAPATNAM, Satish (Elsevier, 2018)
    This paper aims to investigate the tribo-mechanical behavior of natural fiber reinforced plastic (NFRP) composites with specific consideration of the multiscale complex structure of natural fibers. Understanding the ...
  • Thermal effect on the tribo-mechanical behavior of natural fiber composites at micro-scale 
    Article dans une revue avec comité de lecture
    CHEGDANI, Faissal; EL MANSORI, Mohamed; BUKKAPATNAM, Satish T.S.; EL AMRI, Iskander (Elsevier, 2019)
    This paper aims to explore the thermal influence on the micro-tribo-mechanical behavior of natural fiber composites. Nanoindentation and scratch-test are used to characterize flax fibers reinforced polypropylene (PP) ...

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