Abstract

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.

Highlights

  • Natural fibers reinforced polymers (NFRPs) have been eliciting growing interest for various industrial applications [1]

  • This paper presents a comprehensive characterization of specific acoustic emission (AE) waveform patterns in NFRP manufacturing

  • The contributions reported in the paper that have led to direct observation of a physical source of a prominent AE waveform pattern are as follows

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Summary

Introduction

Natural fibers reinforced polymers (NFRPs) have been eliciting growing interest for various industrial applications [1]. A sensor-based monitoring approach is desirable to observe and characterize the diverse material removal mechanisms prevalent during NFRP cutting and to provide real-time analysis of the microdynamics as well as the surface characteristics for in-process intervention for quality control/ assurance [3, 6, 8]. Note that such AE waveform patterns may be due to the following effects: when machining is carried out at high speeds (e.g., cutting speeds of v =12 m/min), the elongation/deformation of the fibers within the basis becomes very visible (e.g., recordings with v = 12 m/ min) as suggested by Fig. 5. The following subsections detail the procedures and the results used in investigating the connections between the nonstationary behaviors of the AE signals and the microdynamics of NFRP machining processes

Analysis of Experimental Observations and Results
Summary and Discussions
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