2021 Annual Meeting

Session: Applied Artificial Intelligence, Big Data, and Data Analytics Methods for Next-Gen Manufacturing Efficiency I

Chair

Joel Paulson, The Ohio State University

Co-Chair

Mona Bavarian, University of Nebraska-Lincoln

Presentations

12:30 PM

(109a) Use of Dimensionality Reduction and Transfer Learning in Deep Reinforcement Learning Controller for Hydraulic Fracturing
Mohammed Saad Faizan Bangi, Joseph Kwon

12:50 PM

(109b) Harnessing Cognitive AI Technology in Refining to Enhance Operator Decisions
Leslie Rittenberg

01:10 PM

(109c) Regression Model for Tool Wear Monitoring in Precision Machining
Seulki Han, George Bollas, Nasir Mannan

01:30 PM

(109d) Selection of Combined Index Weights to Optimize Anomaly Detection in Big Area Additive Manufacturing
Dhrubajit Chowdhury, Monique McClain, Kris Villez

01:50 PM

(109e) Keynote Talk - Topological Data Analysis: Concepts, Computation, and Applications in Manufacturing
Alexander Smith, Victor Zavala

02:25 PM

(109f) Keynote Talk - Platforms and Algorithms for Digitally-Enabled Next-Gen Manufacturing
R Donald Bartusiak, Thomas Badgwell, John B. Vicente