2020 Virtual AIChE Annual Meeting

Session: Artificial Intelligence and Advanced Computation II

Chair

Jain, A., Sparkcognition

Co-Chair

Lima, F. V., West Virginia University

Presentations

08:00 AM

(108a) Machine Learning Approach for Tool Condition Monitoring in Manufacturing Systems
Bollas, G., Han, S., Maloney, T.

08:15 AM

(108b) Fast-Convergence of Deep Reinforcement Learning Controller: Application to a Continuous Stirred Tank Reactor
Kwon, J., Bangi, M. S. F.

08:30 AM

(108c) Smart Proxy Modeling for Cfd; Application of Artificial Intelligence & Machine Learning to Numerical Simulation
Mohaghegh, S. D., Shahnam, M., Aboaba, A., Martinez, Y., Guenther, C., Liu, Y.

08:45 AM

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

09:00 AM

(108e) Integrating Machine-Learning Methods for Adaptive Model Predictive Control Design
Hassanpour, H., Corbett, B., Mhaskar, P.

09:15 AM

(108f) An Efficient Reinforcement Algorithm Approach to Optimal Control and Environmental Sustainability
Diwekar, U., Kannan, S.