2024 AIChE Annual Meeting

Session: Industrial applications in Intelligent Operations

This session invites papers that discuss success stories and lessons learned from applying Process Systems Engineering tools and methodologies in industry, with an emphasis on intelligent operations. The presentation of case studies elucidating the impact in quantitative terms is highly encouraged. Collaborations between academia and industry with a potential future impact are also welcome.

Chair

Salvador García-Muñoz, Eli Lilly and Company

Presentations

12:30 PM

(519a) Reinforcement Learning Based Optimization of Non-Linear Processes: Industrial Applications
Kalpesh Patel, Taib Abang, Ammar Bakhurji

01:12 PM

(519d) Enhancing Data-Driven Anomaly Detection in Biopharmaceutical Manufacturing through Domain Adaptation and Machine Learning: A Case Study on Industrial Freeze-Dryers
Gianluca Lombardini, Sara Badr, Christian Schmid, Stephanie Knüppel, Hirokazu Sugiyama

01:33 PM

(519e) A Hybrid Clustering Approach for Fault Detection in HVAC Systems
Hesam Hassanpour, Amir Hossein Hamedi, Prashant Mhaskar, John House, Timothy Salsbury

01:54 PM

(519f) Light Olefin Ratio Prediction Using Data-Driven Model of Fischer-Tropsch Synthesis with Catalyst Descriptors
Heehyun Choi, Woochang Jeong, Jonghwan Oh, Hyeonseo IM, Yong Sang Lee, Janggeun Lee, Jiyong Kim

02:15 PM

(519g) Linking Bayesian Optimization with Deterministic Global Gaussian Process Optimization for Active Determination of Optimal Policies: From Catalysis to Cancer Treatment
Anastasia Georgiou, Arjun Manoj, Ioannis G. Kevrekidis, Trung V. Phan