Design and Optimization of a Penicillin Fed-Batch Reactor Based on a Deep Learning Fault Detection and Diagnostic Model
Author:
Affiliation:
1. Department of Chemical Engineering, University of Waterloo, Waterloo, Ontario N2L3G1, Canada
2. Sartorius Stedim North America, Oakville, Ontario L6M 2V9, Canada
Publisher
American Chemical Society (ACS)
Subject
Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.iecr.1c04534
Reference31 articles.
1. Critical comparison of methods for fault diagnosis in metabolomics data
2. Wylie Series in Chemical Engineering;Seborg D. E.,2011
3. A fault diagnosis prototype for a bioreactor for bioinsecticide production
4. Gunther, J.; Seborg, D.; Baclaski, J. Fault detection and diagnosis in industrial fed-batch fermentation. 2006 American Control Conference, 2006; pp 6.
5. Bioprocessing in the Digital Age: The Role of Process Models
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