Bayesian waveform-based calibration of high-pressure acoustic emission systems with ball drop measurements

Author:

Gu Chen1ORCID,Mok Ulrich1,Marzouk Youssef M12,Prieto Germán A3ORCID,Sheibani Farrokh1,Evans J Brian1,Hager Bradford H1

Affiliation:

1. Earth Resources Laboratory, Department of Earth, Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA

2. Aerospace Computational Design Laboratory, Department of Aeronautics and Astronautics Massachusetts Institute of Technology, Cambridge, MA 02139, USA

3. Departamento de Geociencias, Universidad Nacional de Colombia, Bogotá, Colombia

Abstract

SUMMARYAcoustic emission (AE) is a widely used technology to study source mechanisms and material properties during high-pressure rock failure experiments. It is important to understand the physical quantities that acoustic emission sensors measure, as well as the response of these sensors as a function of frequency. This study calibrates the newly built AE system in the MIT Rock Physics Laboratory using a ball-bouncing system. Full waveforms of multibounce events due to ball drops are used to infer the transfer function of lead zirconate titanate (PZT) sensors in high pressure environments. Uncertainty in the sensor transfer functions is quantified using a waveform-based Bayesian approach. The quantification of in situ sensor transfer functions makes it possible to apply full waveform analysis for acoustic emissions at high pressures.

Publisher

Oxford University Press (OUP)

Subject

Geochemistry and Petrology,Geophysics

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