108 Artificial Intelligence and Advanced Computation II

Tuesday, November 17, 2020: 8:00 AM - 9:00 AM
Next-Gen Manufacturing (T6) (PreRecorded+)

Description:
This session focuses on new directions in chemical engineering tied to artificial intelligence and advanced computation.

Sponsor:
Next-Gen Manufacturing
Co-Sponsor(s):
Information Management and Intelligent Systems (10E)
Chair:
Akhilesh Jain Email: a.jain@utexas.edu
Co-Chair:
Fernando V. Lima Email: Fernando.Lima@mail.wvu.edu


(108a) Machine Learning Approach for Tool Condition Monitoring in Manufacturing Systems
Seulki Han, Tom Maloney and George M. Bollas


(108b) Fast-Convergence of Deep Reinforcement Learning Controller: Application to a Continuous Stirred Tank Reactor
Mohammed Saad Faizan Bangi and Joseph Sang-Il Kwon


(108c) Smart Proxy Modeling for Cfd; Application of Artificial Intelligence & Machine Learning to Numerical Simulation
Shahab D. Mohaghegh, Mehrdad Shahnam, Ayodeji Aboaba, Yvon Martinez, Chris Guenther and Yong Liu


(108d) Comparison of State-of-the-Art Dynamic Machine Learning Methods for MPC of Coal-Fired Utility Generator Performance
Jacob F. Tuttle, Landen Blackburn and Kody M. Powell


(108e) Integrating Machine-Learning Methods for Adaptive Model Predictive Control Design
Hesam Hassanpour, Brandon Corbett and Prashant Mhaskar


(108f) An Efficient Reinforcement Algorithm Approach to Optimal Control and Environmental Sustainability
Shiam Kannan and Urmila Diwekar
See more of this Group/Topical: Topical Conference: Next-Gen Manufacturing
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