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Design of Intelligent Controllers for Biotechnological Process
Mészáros, Alojz and Vöröš, Juraj Design of Intelligent Controllers for Biotechnological Process Acta Chimica Slovaca, Vol.1, No. 1, 2008, 208-220
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Attached Files |
Name |
Description |
MIMEType |
Size |
Downloads |
acs_0019.pdf
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acs_0019.pdf |
application/pdf |
403.14KB |
0 |
Author(s) |
Mészáros, Alojz Vöröš, Juraj
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Title |
Design of Intelligent Controllers for Biotechnological Process
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Journal name |
Acta Chimica Slovaca
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Publication date |
2008
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Year available |
2008
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Volume number |
1
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Issue number |
1
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ISBN |
978-80-227-2957-4
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Start page |
208
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End page |
220
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Total pages |
13
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Place of publication |
Bratislava
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Publisher |
Slovak Technical University
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Collection year |
2008
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Language |
english
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Subject |
290000 Engineering and Technology 290600 Chemical Engineering 290602 Process Control and Simulation
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Abstract/Summary |
This paper deals with intelligent controller design using artificial neural networks (ANN) in the role of feedback controllers. Neural controllers are built up and trained as inverse neural process models. Their performance and robustness are, gradually, improved and augmented by introducing, first, an adaptive simple integrator and, then, a controller with fuzzy integrator part. The proposed ANN control system performance is demonstrated a non-linear continuous biochemical process model with simulated uncertainties. MATLAB programme package environment has been used to build up and train the ANN feedback controllers.
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Keyword(s) |
biochemical process intelligent control neural networks
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