Detail publikačního výsledku

Rapid Development and Implementation of Intelligent Control Algorithms

PIVOŇKA, P., SCHMIDT, M.

Originální název

Rapid Development and Implementation of Intelligent Control Algorithms

Anglický název

Rapid Development and Implementation of Intelligent Control Algorithms

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Modern adaptive control algorithms have reached such complexity that the use of advanced modelling and simulation tools is necessary for their development. However, the transfer of control algorithms from the simulation environment into an implementation in a PLC can be non-trivial and presents an occasion for introducing bugs in the ported program. This paper presents a development method and a framework for unified development of control algorithms so that the final porting becomes a non-issue. It takes advantage of new generation PLCs programmable in ANSI C. This approach is demonstrated on neural-network based control algorithms. The performance of the algorithms in a simulation environment is compared with the real results obtained from their real-time implementations in a PLC.

Anglický abstrakt

Modern adaptive control algorithms have reached such complexity that the use of advanced modelling and simulation tools is necessary for their development. However, the transfer of control algorithms from the simulation environment into an implementation in a PLC can be non-trivial and presents an occasion for introducing bugs in the ported program. This paper presents a development method and a framework for unified development of control algorithms so that the final porting becomes a non-issue. It takes advantage of new generation PLCs programmable in ANSI C. This approach is demonstrated on neural-network based control algorithms. The performance of the algorithms in a simulation environment is compared with the real results obtained from their real-time implementations in a PLC.

Klíčová slova

Neural Controller, Rapid Development

Klíčová slova v angličtině

Neural Controller, Rapid Development

Autoři

PIVOŇKA, P., SCHMIDT, M.

Vydáno

19.09.2005

Nakladatel

R. Hampel

Místo

Zittau

ISBN

3-9808089-6-3

Kniha

12th East-West Fuzzy Colloquium

Strany od

162

Strany počet

6

BibTex

@inproceedings{BUT15251,
  author="Petr {Pivoňka} and Michal {Schmidt}",
  title="Rapid Development and Implementation of Intelligent Control Algorithms",
  booktitle="12th East-West Fuzzy Colloquium",
  year="2005",
  pages="6",
  publisher="R. Hampel",
  address="Zittau",
  isbn="3-9808089-6-3"
}