Data Utilization & Analytics for Smart Manufacturing

Wednesday, July 13, 2022

10:30am – 12:20pm

Location: Smart Manufacturing Pavilion, Meet the Experts Stage (South Hall Expo)

Session Moderator(s)

DG

Dan Gamota

Vice President, Manufacturing Technology & Innovation
Jabil

Speaker(s)

Abeer Singhal

President
Future Foundation North America, Virginia, United States
Marc Hutner

Senior Director of Product Marketing
proteanTecs, Ontario, Canada
Jon Herlocker, n/a

CEO and Co-Founder
Tignis, Washington, United States
Mike Alperin, BSEE

Manufacturing Industry Consultant
TIBCO Software, TX, United States
Adam Faskowitz

Senior Data Scientist
TIBCO Software, CA, United States
Bappaditya Dey, PhD

R&D Engineer
imec, Vlaams-Brabant, Belgium

The ability to assess large data sources generated during manufacturing to extract meaningful insights using data analytics and AI/ML is critical to realize the benefits of Smart Manufacturing. Recent advancements in data management, process sensor networks, edge computing, predictive maintenance tools, anomaly detection platforms, and AI operating frameworks are accelerating the adoption of Smart Manufacturing data utilization and analytics building blocks.

Presentations:

10:30am – 10:35am

Welcome Remarks
Session Moderator: Dan Gamota – Jabil
10:35am – 10:55am

Potential of AI Assisted Advanced Process Control in Semiconductor Manufacturing
Speaker: Abeer Singhal – Future Foundation North America
10:55am – 11:15am

Deep Data Analytics Powering Smart Manufacturing and System Health
Speaker: Marc Hutner – proteanTecs
11:15am – 11:35am

AI-PC – Controlling Manufacturing with AI
Speaker: Jon Herlocker, PhD – Tignis
11:35am – 11:55am

Anomaly Detection in Manufacturing
Speaker: Mike Alperin, BSEE – TIBCO Software
Speaker: Adam Faskowitz – TIBCO Software
11:55am – 12:15pm

Automated Defect Classification and Detection (ADCD) Framework for 1D Pattern SEM Images Using Ensemble Deep Learning
Speaker: Bappaditya Dey, PhD – imec
12:15pm – 12:20pm

Close Remarks
Session Moderator: Dan Gamota – Jabil