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Parameter and order estimation from noisy step response data

Tavakoli Kakhki, M ; Sharif University of Technology | 2013

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  1. Type of Document: Article
  2. DOI: 10.3182/20130204-3-FR-4032.00033
  3. Publisher: 2013
  4. Abstract:
  5. In this paper, two integral based methods are proposed to estimate the order and the parameters of simple fractional order models from the noisy step response data. Numerical simulation results show the efficiency of the proposed methods in the presence of the measurement noise
  6. Keywords:
  7. Fractional order model ; Noisy measurement ; Fractional order models ; Measurement Noise ; Noisy measurements ; Order estimation ; Computer simulation ; Estimation ; Parameter estimation ; Step response
  8. Source: IFAC Proceedings Volumes (IFAC-PapersOnline) ; 2013 , Pages 492-497 ; 14746670 (ISSN) ; 9783902823274 (ISBN)
  9. URL: http://www.ifac-papersonline.net/Detailed/58099.html