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Soft sensors in bioprocessing: A status report and recommendations
Author(s) -
Luttmann Reiner,
Bracewell Daniel G.,
Cornelissen Gesine,
Gernaey Krist V.,
Glassey Jarka,
Hass Volker C.,
Kaiser Christian,
Preusse Christian,
Striedner Gerald,
Mandenius CarlFredrik
Publication year - 2012
Publication title -
biotechnology journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.144
H-Index - 84
eISSN - 1860-7314
pISSN - 1860-6768
DOI - 10.1002/biot.201100506
Subject(s) - bioprocess , bioprocess engineering , biopharmaceutical , biochemical engineering , engineering , microbiology and biotechnology , computer science , risk analysis (engineering) , systems engineering , management science , engineering management , manufacturing engineering , engineering ethics , business , biology , chemical engineering
The following report with recommendations is the result of an expert panel meeting on soft sensor applications in bioprocess engineering that was organized by the Measurement, Monitoring, Modelling and Control (M3C) Working Group of the European Federation of Biotechnology ‐ Section of Biochemical Engineering Science (ESBES). The aim of the panel was to provide an update on the present status of the subject and to identify critical needs and issues for the furthering of the successful development of soft sensor methods in bioprocess engineering research and for industrial applications, in particular with focus on biopharmaceutical applications. It concludes with a set of recommendations, which highlight current prospects for the extended use of soft sensors and those areas requiring development.