Controller Parameter Tuning Based on Particle Filtering

  • WAKASA Yuji
    Graduate School of Science and Engineering, Yamaguchi University

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  • 粒子フィルタによる制御器パラメータ調整
  • リュウシ フィルタ ニ ヨル セイギョキ パラメータ チョウセイ

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Abstract

This paper proposes a direct controller parameter tuning method by applying particle filtering to a system derived from the performance index of fictitious reference iterative tuning which is a kind of direct controller tuning method. First, a linear plant is dealt with as a basic case, and then, the proposed method is extended to plants with dead-zone and hysteresis nonlinearities. Numerical examples are provided to illustrate the effectiveness of the proposed method.

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