2020 Virtual AIChE Annual Meeting

Session: Artificial Intelligence and Advanced Computation II

Chair

Akhilesh Jain, Sparkcognition

Co-Chair

Fernando V. Lima, West Virginia University

Presentations

08:00 AM

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

08:15 AM

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

08:30 AM

(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, Yong Liu

08:45 AM

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

09:00 AM

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

09:15 AM

(108f) An Efficient Reinforcement Algorithm Approach to Optimal Control and Environmental Sustainability
Urmila Diwekar, Shiam Kannan