Acoustic emission monitoring on carbon fiber and epoxy materials

Project Description

Acoustic emission (AE), a non-destructive evaluation technology, has been investigated in its application on different materials by researchers. The proposed project aims to apply acoustic emission monitoring during the tensile test of carbon fiber and epoxy materials thus identify any cracks, slips, or dislocations prior to the failure. The characteristics of the AE signals, such as frequency spectrums, amplitudes, hits, power, etc. will be analyzed. A combined signal processing technology will be utilized to further extract valuable patterns from the directly measured data. The goal is to predict failure timing and location. Such methods can be further used in structural health monitoring.

Work Description

The student will be responsible for:

  1. Conduct experimental tests including tensile test and AE data acquisition
  2. Process signals in AEwin and Matlab software
  3. Literature review
  4. Write report

Requirements Description

The student needs to have basic knowledge in Matlab or C/C++.

Work Schedule

Fall 2020: Literature review and conduct tests

Winter 2021: Conduct tests, signal processsing and algorithm develop. Draft paper.

Apply Now!
Job ID: 185816
Apply Now
Job Detail
Job Opening ID
185816
Department
Engineering
Semester[s]
Winter 2021 Only
Work could be done by someone not coming to campus (e.g., online or non-local student)
No
What majors can apply?
  • Computer Science and Information Systems (MS/Certificate)
  • Mechanical Engineering (MSE)
Faculty Sponsor
Faculty Name
Na (Linda) Zhu
Department
Engineering
Email
nazhu@umich.edu
Phone
(810)424-5451
Faculty Login
Administrative Login