Navigating industry 4.0 and 5.0: the role of hybrid modelling in (bio)chemical engineering’s digital transition

Navigating industry 4.0 and 5.0: the role of hybrid modelling in (bio)chemical engineering’s digital transition

This work investigates the potential of hybrid modelling in the digitalization of the chemical and biochemical industries. Hybrid modelling combines first-principles with data-driven models and is a vital enabler for the knowledge-informed transition to Industry 4.0 and, ultimately, 5.0. By integrat...

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Bibliographic Details
Main Authors: Carina L. Gargalo, Alina A. Malanca, Adem R. N. Aouichaoui, Jakob K. Huusom, Krist V. Gernaey
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Chemical Engineering
Subjects:
hybrid modelling
digitalization
digital twins
machine learning
industry 4.0
industry 5.0
Online Access:https://www.frontiersin.org/articles/10.3389/fceng.2024.1494244/full
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