Detail publikace

Adaptive Controllers with Process Identification Based on Modern Control Methods

VAŇKOVÁ, M.

Originální název

Adaptive Controllers with Process Identification Based on Modern Control Methods

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper deals with problems connected with process identification. The process model estimation is the main part of adaptive controller. Classical recursive identification algorithms (RLS, LDFIL) are discussed. The neural network based identification using backpropagation and Marquardt-Levenberg training algorithm is also introduced as a solution of defects of the classical identification algorithm. The identification algorithms are compared in practical example.

Klíčová slova v angličtině

adaptive control, recursive algorithm, neural network identification, quantization effect

Autoři

VAŇKOVÁ, M.

Rok RIV

2006

Vydáno

1. 1. 2006

Nakladatel

Univerzita Pardubice

Místo

Pardubice

ISBN

80-7194-860-8

Kniha

Proceedings the 7th International Scientific-Technical Conference PROCESS CONTROL 2006

Strany od

54

Strany do

59

Strany počet

6

BibTex

@inproceedings{BUT19414,
  author="Markéta {Šulová}",
  title="Adaptive Controllers with Process Identification Based on Modern Control Methods",
  booktitle="Proceedings the 7th International Scientific-Technical Conference PROCESS CONTROL 2006",
  year="2006",
  pages="6",
  publisher="Univerzita Pardubice",
  address="Pardubice",
  isbn="80-7194-860-8"
}