A comparison of networked approximators in parallel mode identification of a bioreactor

DOI10.1016/j.advengsoft.2010.07.004zbMath1195.92028OpenAlexW1987124273MaRDI QIDQ994270

Mehmet Önder Efe

Publication date: 17 September 2010

Published in: Advances in Engineering Software (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.advengsoft.2010.07.004

zbMATH Keywords

identificationmultilayer perceptronbioreactorsupport vector machineANFISchemical process modeling

Mathematics Subject Classification ID

Probabilistic models, generic numerical methods in probability and statistics (65C20) Kinetics in biochemical problems (pharmacokinetics, enzyme kinetics, etc.) (92C45) Biochemistry, molecular biology (92C40) Systems biology, networks (92C42)

Uses Software

• ANFIS

Cites Work

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• Fuzzy identification of systems and its applications to modeling and control
• A separation principle for the control of a class of nonlinear systems
• A fully automated recurrent neural network for unknown dynamic system identification and control
• A novel analysis and design of a neural network assisted nonlinear controller for a bioreactor
• Kernel based partially linear models and nonlinear identification

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