Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters-Reference-Cited by-同舟云学术

Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters

Published:2022-08 Issue: Volume:441 Page:135643
ISSN:1385-8947
Container-title:Chemical Engineering Journal
language:en
Short-container-title:Chemical Engineering Journal

Author:

Shah Parth,Sheriff M. Ziyan^ORCID,Bangi Mohammed Saad Faizan,Kravaris Costas,Kwon Joseph Sang-Il^ORCID,Botre Chiranjivi^ORCID,Hirota Junichi

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,General Chemical Engineering,Environmental Chemistry,General Chemistry

Reference50 articles.

1. Mechanistic fermentation models for process design, monitoring, and control;Mears;Trends Biotechnol.,2017

2. Development of local dynamic mode decomposition with control: Application to model predictive control of hydraulic fracturing;Narasingam;Comput. Chem. Eng.,2017

3. Data-driven identification of interpretable reduced-order models using sparse regression;Narasingam;Comput. Chem. Eng.,2018

4. Enlarging the domain of attraction of the local dynamic mode decomposition with control technique: Application to hydraulic fracturing;Bangi;Ind. Eng. Chem. Res.,2019

5. Modeling chemical processes using prior knowledge and neural networks;Thompson;AIChE J.,1994

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