Using machine learning to predict the performance of a cross-flow ultrafiltration membrane in xylose reductase separation

• Main Authors: Salehi, Reza, Krishnan, Santhana, Mohd Nasrullah, Zulkifli, Chaiprapat, Sumate
• Format: Article
• Language: English
• Published: MDPI 2023
• Subjects: T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://umpir.ump.edu.my/id/eprint/37619/1/Using%20machine%20learning%20to%20predict%20the%20performance%20of%20a%20cross-flow%20ultrafiltration.pdf; http://umpir.ump.edu.my/id/eprint/37619/; https://doi.org/10.3390/su15054245; https://doi.org/10.3390/su15054245
• Institution: Universiti Malaysia Pahang

This study provides a new perspective for xylose reductase enzyme separation from the reaction mixtures—obtained in the production of xylitol—by means of machine learning technique for large-scale production. Two types of machine learning models, including an adaptive neuro-fuzzy inference system ba...