Predicting Mechanical Failure of Vacuum Pumps Using Accelerometer Data
Description
The objective of this paper is to find and describe trends in the fast Fourier transformed accelerometer data that can be used to predict the mechanical failure of large vacuum pumps used in industrial settings, such as providing drinking water. Using three-dimensional plots of the data, this paper suggests how a model can be developed to predict the mechanical failure of vacuum pumps.
Date Created
The date the item was original created (prior to any relationship with the ASU Digital Repositories.)
2019-05
Agent
- Author (aut): Halver, Grant
- Thesis director: Taylor, Tom
- Committee member: Konstantinos, Tsakalis
- Committee member: Fricks, John
- Contributor (ctb): School of Mathematical and Statistical Sciences
- Contributor (ctb): Barrett, The Honors College