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  • 标题:A Comparative Study of Identification Techniques for Fractional Models
  • 其他标题:A Comparative Study of Identification Techniques for Fractional Models
  • 作者:JALLOUL Abdelhamid ; Khaled JELASSI ; Jean-Claude TRIGEASSOU
  • 期刊名称:International Journal of Electrical and Computer Engineering
  • 电子版ISSN:2088-8708
  • 出版年度:2013
  • 卷号:3
  • 期号:2
  • 页码:186-196
  • 语种:English
  • 出版社:Institute of Advanced Engineering and Science (IAES)
  • 摘要:A comparative study of methods for fractional system identification is presented in this paper. The fractional system is modeled by the help of a non integer integrator which is approximated by a J+1 dimensional modal system composed of an integrator and first order systems. This identification method is compared to other techniques available in the Matlab toolbox. The model parameters are estimated by an output-error technique using a non linear iterative optimization algorithm. Numerical simulations show the performance of the modal approach for modeling and identification.DOI:http://dx.doi.org/10.11591/ijece.v3i2.2130
  • 其他摘要:A comparative study of methods for fractional system identification is presented in this paper. The fractional system is modeled by the help of a non integer integrator which is approximated by a J+1 dimensional modal system composed of an integrator and first order systems. This identification method is compared to other techniques available in the Matlab toolbox. The model parameters are estimated by an output-error technique using a non linear iterative optimization algorithm. Numerical simulations show the performance of the modal approach for modeling and identification. DOI: http://dx.doi.org/10.11591/ijece.v3i2.2130
  • 关键词:modeling; identification;control; fractional system;Fractional systems Fractional integrator Non integer identification Output error identification
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