Modeling and Control of a Nonlinear Process Based on the Extended Self-Organizing Map Network

An extended self-organizing map (ESOM) network, which consists of a self-organization phase and an optimization phase, was recently developed to construct a local model network (LMN) automatically using the plant data. However, this previous result suffers two drawbacks:  (1) increased computation t...

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Veröffentlicht in:	Industrial & engineering chemistry research 2002-06, Vol.41 (12), p.2941-2947
Hauptverfasser:	Zhuang, Hualiang, Ang, Wei-Jen, Ohshima, Masahiro, Chiu, Min-Sen
Format:	Artikel
Sprache:	eng
Schlagworte:	Applications of mathematics to chemical engineering. Modeling. Simulation. Optimization Applied sciences Chemical engineering Computer science control theory systems Control theory. Systems Exact sciences and technology Modelling and identification
Online-Zugang:	Volltext
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