System identification of time-delay system via discrete-time model with non-integer time-delay

Toshiaki Higo, Takahiro Kawaguchi, Shuichi Adachi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

A system identification method for time-delay systems via discrete-time model is proposed. It is assumed that the time-delay is a non-integer multiple of the sampling period. We describe the discretization of such time-delay systems and propose a new interpretation for system identification. Single-input, single-output systems are interpreted as two-input, single-output systems: one represents system dynamics and the other is due to time-delay. Using this interpretation, we propose a system identification method, which estimates the parameters of each system separately. Finally we verify the effectiveness of the proposed method through numerical examples.

Original languageEnglish
Title of host publication2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages591-594
Number of pages4
Volume2017-November
ISBN (Electronic)9784907764579
DOIs
Publication statusPublished - 2017 Nov 10
Event56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan
Duration: 2017 Sep 192017 Sep 22

Other

Other56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
CountryJapan
CityKanazawa
Period17/9/1917/9/22

Fingerprint

Discrete-time Model
system identification
Time-delay Systems
System Identification
Time Delay
Time delay
Identification (control systems)
time lag
Output
SISO (control systems)
System Dynamics
Discretization
Verify
Numerical Examples
Dynamical systems
sampling
Sampling
Estimate
output
estimates

Keywords

  • Discretization
  • System identification
  • Time-delay system

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Optimization
  • Control and Systems Engineering
  • Instrumentation

Cite this

Higo, T., Kawaguchi, T., & Adachi, S. (2017). System identification of time-delay system via discrete-time model with non-integer time-delay. In 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 (Vol. 2017-November, pp. 591-594). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/SICE.2017.8105680

System identification of time-delay system via discrete-time model with non-integer time-delay. / Higo, Toshiaki; Kawaguchi, Takahiro; Adachi, Shuichi.

2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2017. p. 591-594.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Higo, T, Kawaguchi, T & Adachi, S 2017, System identification of time-delay system via discrete-time model with non-integer time-delay. in 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. vol. 2017-November, Institute of Electrical and Electronics Engineers Inc., pp. 591-594, 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017, Kanazawa, Japan, 17/9/19. https://doi.org/10.23919/SICE.2017.8105680
Higo T, Kawaguchi T, Adachi S. System identification of time-delay system via discrete-time model with non-integer time-delay. In 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November. Institute of Electrical and Electronics Engineers Inc. 2017. p. 591-594 https://doi.org/10.23919/SICE.2017.8105680
Higo, Toshiaki ; Kawaguchi, Takahiro ; Adachi, Shuichi. / System identification of time-delay system via discrete-time model with non-integer time-delay. 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2017. pp. 591-594
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