A Non-linear GPC Algorithm Using Neural Networks

• Eki Yurio

  Hitachi Ltd.

• Murata Junichi

  Kyushu University

• Hirasawa Kotaro

  Kyushu University

Bibliographic Information

Other Title

• ニューラルネットワークを用いた非線形GPC
• ニューラル ネットワーク オ モチイタ ヒセンケイ GPC

Abstract

This paper focuses on a non-linear GPC (Generalized Predictive Control) algorithm by neural networks. More or less, many of the systems are non-linear systems, so the non-linear GPC algorithm is inevitable for the GPC application to the actual control systems. We use neural networks for determination of the parameters of non-linear GPC and Gauss-Newton method to obtain the control algorithm by the minimization of a cost function. The simulation results illustrate the usefulness of the technique presented in this paper.

Journal

• IEEJ Transactions on Electronics, Information and Systems

  IEEJ Transactions on Electronics, Information and Systems 122 (2), 265-269, 2002

  The Institute of Electrical Engineers of Japan

Keywords

• GPC

Details

• CRID: 1390282679587519232
• NII Article ID: 130006845707
• NII Article ID: 10007790286
• NII Book ID: AN10065950
• DOI: 10.1541/ieejeiss1987.122.2_265
• ISSN: 13488155
• ISSN: 03854221
• NDL BIB ID: 6061856
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I6061856
• Web Site: https://www.jstage.jst.go.jp/article/ieejeiss1987/122/2/122_2_265/_pdf
• Data Source:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed