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A novel analysis and design of a neural network assisted nonlinear controller for a bioreactor

✍ Scribed by Mehmet Onder Efe; Ender Abadoglu; Okyay Kaynak

Publisher: John Wiley and Sons
Year: 1999
Tongue: English
Weight: 214 KB
Volume: 9
Category: Article
ISSN: 1049-8923
DOI: 10.1002/(sici)1099-1239(199909)9:11<799::aid-rnc441>3.0.co;2-u

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✦ Synopsis

A novel approach is presented for the analysis and the design of a controller for a bioreactor. It is based on the model reference control theory, assisted by a neural network identi"er. The control objectives speci"ed in the paper require the controller to be a nonlinear one, however, it is shown that it is stable in the sense of bounded input bounded output and locally stabilizing in the sense of Lyapunov. The feasibility and the e$cacy of the proposed approach are tested on the benchmark problem.

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