Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry
Qingfei Min,Yangguang Lu,2 Auteurs,Bo Wang
2019 · DOI: 10.1016/J.IJINFOMGT.2019.05.020
International Journal of Information Management · 367 citaten
TLDR
This novel approach integrates machine learning and real-time industrial big data to train and optimize digital twin models and can support petrochemical and other process manufacturing industries to dynamically adapt to the changing environment.