journal article·2026-02-01Open access

Quantifying Thermoset Cure State During Fabrication of a Laminated Composite Using Ultrasonic Waveform Analysis

Savannah M. Rose, Jackson C. Wilkins, Trevor J. Fleck, David A. Jack

Applied Sciences· Volume 16· Issue 3

Abstract

Fiber-reinforced laminates composed of a thermoset matrix have seen widespread use in industries such as the aerospace, wind power, and automotive industries, due to their strength-to-weight ratios and ease of formability. For optimal performance, the instantaneous cure state must be sufficient such that the component will not deform during or after molding, a state that can vary based on many manufacturing-related factors. Thus, monitoring the cure process non-destructively in situ is key to manufacturing composite laminates to achieve the as-designed properties while balancing the cycle time reduction. The current work presents a pulse-echo ultrasound method to correlate the acoustic waveform to the thermoset resin cure state and the instantaneous structural properties, specifically the resin storage and loss moduli. This latter information provides a fabricator knowledge of when a part can be successfully demolded, allowing for optimizing part cycle times. The present paper provides the results for the neat resin specimen and fiberglass specimen impregnated with the same resin system. The results provide a direct correlation between the acoustic and the viscoelastic properties. Interestingly, it is noted that there is a direct correlation between the peak signal attenuation and the peak gelation of the material, thus providing a means to predictively schedule the demolding time while maintaining proper curing cycles.
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Research context

OpenAlex topics: Epoxy Resin Curing Processes · Ultrasonics and Acoustic Wave Propagation · Mechanical Behavior of Composites

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Material Science and Engineering, Baylor University, Waco, TX 76798, USA

Mechanical Engineering, Baylor University, Waco, TX 76798, USA

Funding

Baylor University

References (36)

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