Control of a batch polymerization system using hybrid neural network first principle model

• Main Authors: Wei, N.C., Hussain, Mohd Azlan, Wahab, Ahmad Khairi Abdul
• Format: Article
• Published: Canadian Journal of Chemical Engineering 2007
• Subjects: TA Engineering (General). Civil engineering (General); TP Chemical technology
• Online Access: http://eprints.um.edu.my/7046/; http://www.scopus.com/inward/record.url?eid=2-s2.0-38349092708&partnerID=40&md5=ab1ad1231ec2198fdd0453ec74d4760e
• Institution: Universiti Malaya

In this work, the utilization of neural network in hybrid with first principle models for modelling and control of a batch polymerization process was investigated. Following the steps of the methodology, hybrid neural network (HNN) forward models and HNN inverse model of the process were first devel...