Webinar - Predictive Machine Learning Model for Improved Safety and Product Quality
Thursday, June 20, 2024
11:00 AM-2:00 PM
The PA Department of Community and Economic Development is hosting a webinar series featuring projects supported by the manufacturing PA Innovation Program 2023 Awards.
Dimitrios Fafalis (PI)
Assistant Teaching Professor
Department of Mechanical Engineering and Mechanics
Drexel University
Sarmad Khan
Manufacturing Fellow
Drexel University
Eastern Controls, Inc. & Endress+Hauser
Manufacturing Partners
Drexel University (DU), Eastern Controls Inc. (ECI), and Endress+Hauser teamed up to develop a predictive machine learning model (PMLM) capable of continuously tracking the data coming from sensors to detect abnormalities and shut the system before failure, which can lead to downtime and expensive maintenance. We will utilize the flow measuring equipment (FME) designed and built by Drexel Co-Ops in ECI for collecting experimental data to be used for training the PMLM. Real-time performance and prediction accuracy of trained PMLM will be tested after its implementation to FME, where some conditions suggesting normal or abnormal operation will be run. A successful PMLM will enhance the product automation capabilities of ECI and will offer a strong tool for DU to offer their students real-time applications of state-of-the-art technologies.
To register, please contact cmantini@cmu.edu
More information can be found here: https://dced.pa.gov/programs/manufacturing-pa-innovation-program/
Contact Information
Jennifer Gregory
6108644541
jg3923@drexel.edu