Big Data and Applications in Advanced Modeling and Manufacturing

Conference: AIChE Annual Meeting
Year: 2020
Proceeding: 2020 Virtual AIChE Annual Meeting
Group:

Topical Conference: Next-Gen Manufacturing
Room:

Next-Gen Manufacturing (T6)
Location:

PreRecorded+
Time:

Tuesday, November 17, 2020 - 8:00am-9:00am

Chair(s):

Paulson, J., The Ohio State University

Co-chair(s):

In this session the importance of utilizing advanced modeling and big data to improve process productivity, reliability, and control will be highlighted. Presentations would cover a wide spectrum of topics from approaches that improve decision making on process safety to how process industries find actionable insights from advanced modeling and Big Data to optimize process operation, and therefore, increase plant reliability and integrity.

Papers:

8:00 AM

(224a) Data-Efficient Probabilistic Model Learning with Embedded High-Fidelity Knowledge for Biomanufacturing in Deep Space Manned Missions

8:15 AM

(224b) Recognizing and Avoiding Big Data Analytics Traps in Applications

8:30 AM

(224c) Data-Driven and Hybrid Modeling of Integrated Paper Production Systems

8:45 AM

(224d) Optimal Operation of Plasma Enhanced Atomic Layer Deposition Via Machine Learning

9:00 AM

(224e) System Visualization Using Real-Time Data-Driven Models Derived from High-Resolution Sensor Profiling

9:15 AM