Publication detail

Quantization Effect Influences Identification in Adaptive LQ Controller

ŠVANCARA, K., PIVOŇKA, P.

Original Title

Quantization Effect Influences Identification in Adaptive LQ Controller

Type

conference paper

Language

English

Original Abstract

Many controlling algorithms were developed to satisfy designer’s assumption that controlled process is stable, optimal, adaptive etc. Only few of them should be used in the real-time, on-line adaptation or implemented into Programmable Logic Controller. Algorithms based on neural networks were successfully tested as for the process control as for the process identification. In simulation, quantization effect given by A/D and D/A converter is very often left out. Quantization effect influences identified process transfer function and controller possibilities. In this case, controller controls the process inaccurate and often with oscillations than without quantization. This paper shows a comparison between two identification methods. Online identification (in the real time) based on neural networks and a classical identification are implemented in adaptive LQ controller with three types of A/D and D/A converters at least be closer in simulation the real process controlling.

Key words in English

Adaptive controller, optimal controller, ARMA model, LD-FIL decomposition, Matlab

Authors

ŠVANCARA, K., PIVOŇKA, P.

RIV year

2003

Released

18. 6. 2003

Publisher

Kostas J. Kyriakopoulos, National Technical University of Athens, Greece

Location

Rhodos, Řecko

ISBN

960-87706-0-2

Book

The 11th Mediterranean Conference on Control and Automation

Pages from

77

Pages to

82

Pages count

6

BibTex

@inproceedings{BUT7879,
  author="Kamil {Švancara} and Petr {Pivoňka}",
  title="Quantization Effect Influences Identification in Adaptive LQ Controller",
  booktitle="The 11th Mediterranean Conference on Control and Automation",
  year="2003",
  pages="6",
  publisher="Kostas J. Kyriakopoulos, National Technical University of Athens, Greece",
  address="Rhodos, Řecko",
  isbn="960-87706-0-2"
}