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Issues in the development of an industrial bioprocess advisory system

Lookup NU author(s): Professor Jarka Glassey, Professor Gary Montague

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Abstract

The background and motivation for the construction of a fault detection and advisory system for an industrial fermentation process plant are described. Here, the knowledge extracted from the operators (implemented in the form of production rules) is integrated with multivariate data-based methods for fault detection. The industrial benefits arising from this integrated system include: (1) reduced variability, (2) increased mean performance levels, (3) reduced operator-training time and (4) knowledge management in the broader organization. Copyright (C) 2000 Elsevier Science Ltd.

Publication metadata

Author(s): Glassey J, Montague G, Mohan P

Publication type: Article

Publication status: Published

Journal: Trends in Biotechnology

Year: 2000

Volume: 18

Issue: 4

Pages: 136-141

Print publication date: 01/04/2000

ISSN (print): 0167-7799

ISSN (electronic): 1879-3096

Publisher: Elsevier Science Ltd

URL: http://dx.doi.org/10.1016/S0167-7799(00)01423-2

DOI: 10.1016/S0167-7799(00)01423-2

PubMed id: 10740258

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