June 13, 2023
Report

Classification of Ultrasonic Weld Quality using Acoustic Signatures Acquired During Manufacture

Abstract

Ultrasonic welding is a process is based on generating a solid-state bond between two metals by applying moderate pressure and high intensity sound waves (20-70 kHz frequencies) at their interface. During the solid-state process numerous material, surface, instrument, and environmental factors contribute to bond formation, strength, and durability. The inherent difficulty of measuring and controlling each of these factors has, to date, made predicting bond quality elusive. In this work, a Sonics model MWB20 ultrasonic spot welder with integral base, was used to produce a variety of welds of different metal foils under varying weld conditions. Acoustic measurements were recorded throughout the measurement process. Subsequent analysis of the signals using metrics that approximate the energy dispersed during the weld proved to successfully predict weld quality. Two metrics based on normalized energy differential and Renyi entropy were developed into Python and C++ scripts for direct analysis of weld acoustic data.

Published: June 13, 2023

Citation

Larimer C.J. 2022. Classification of Ultrasonic Weld Quality using Acoustic Signatures Acquired During Manufacture Richland, WA: Pacific Northwest National Laboratory.

Research topics