Production Capacity Prediction and Optimization in the Glycerin Purification Process: A Simulation-Assisted Few-Shot Learning Approach

• Main Authors: Jitchaiyapoom, Tawesin, Panjapornpon, Chanin, Bardeeniz, Santi, Hussain, Mohd Azlan
• Format: Article
• Published: MDPI 2024
• Subjects: TP Chemical technology
• Online Access: http://eprints.um.edu.my/45362/; https://doi.org/10.3390/pr12040661
• Institution: Universiti Malaya

Chemical process control relies on a tightly controlled, narrow range of margins for critical variables, ensuring process stability and safeguarding equipment from potential accidents. The availability of historical process data is limited to a specific setpoint of operation. This challenge raises i...