Blar i NTNU Open på forfatter "Zheng, Huilan"
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Agent-Based and Stochastic Optimization Incorporated with Machine Learning for Simulation of Postcombustion CO2 Capture Process
Zheng, Huilan; Mirlekar, Gaurav; Nord, Lars O. (Journal article, 2022)In this paper, a novel method is proposed for the incorporation of data-driven machine learning techniques into process optimization. Such integration improves the computational time required for calculations during ... -
Machine learning techniques for modeling chemical absorption in CO2 capture process
Zheng, Huilan; Mirlekar, Gaurav; Nord, Lars O. (Chapter, 2022)Post-combustion carbon capture (PCC) technologies play an important role in the reduction of CO2 emissions to address climate challenges. This process is usually simulated in process simulation software based on first-principle ...