Analytic Wavelet-Based Ultrasonic Pulse Differentiation for Injection Mold Cavity Pressure Measurement

Author:

Zhang Li1,Theurer Charles B.2,Gao Robert X.1,Kazmer David O.3

Affiliation:

1. Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA 01003

2. Pervasive Decisioning Systems Lab, GE Global Research Center, Niskayuna, NY 12309

3. Department of Plastics Engineering, University of Massachusetts, Lowell, MA 01854

Abstract

A new signal-processing technique based on analytic wavelet transform has been developed for detecting and differentiating temporally overlapped ultrasonic pulse trains that carry spatially distributed pressure information across an injection mold cavity. Compared to conventional wavelets that have a constant relative bandwidth at all the scales, the analytic wavelets investigated in this paper feature variable relative bandwidth, making it possible to simultaneously match the frequency characteristics of the ultrasonic pulse trains transmitted from the mold-embedded pressure sensors. As a result, more accurate detection and differentiation of the temporal and spectral information embedded within the ultrasonic pulse trains could be achieved. Theoretical framework for the analytic wavelet transform was established, and a multichannel ultrasonic pulse detector based on the complex Morlet wavelet was designed and experimentally investigated. The results have confirmed the effectiveness of the new signal-processing technique for on-line pressure sensing for injection molding process monitoring.

Publisher

ASME International

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Control and Systems Engineering

Reference22 articles.

1. In-Line Monitoring of Injection Molding Operations: A Literature Review;Rawabdeh;J. Injection Molding Technol.

2. Fundamental Aspects for the Design of a Self-Energized Sensor for Injection Molding Process Monitoring;Gao

3. A Self-Energized Sensor for Wireless Injection Mold Cavity Pressure Measurement: Design and Evaluation;Zhang;ASME J. Dyn. Syst., Meas., Control

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