System identification with partial inheritance of existing model

Masaki Inoue; Ayaka Matsubayashi; Shuichi Adachi

doi:10.23919/SICE.2017.8105476

System identification with partial inheritance of existing model

Masaki Inoue, Ayaka Matsubayashi, Shuichi Adachi

Department of Applied Physics and Physico-Informatics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this manuscript, we propose an identification method to construct a state-space model that inherits steady-state characteristics from an existing model. It is assumed that in prior to an identification experiment, designers have a model which is generally poor but accurately expresses partial steady-state characteristics of an actual system. Only the characteristics are extracted and inherited to a renewed model via the combination with any subspace method.

Original language	English
Title of host publication	2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	570-571
Number of pages	2
Volume	2017-November
ISBN (Electronic)	9784907764579
DOIs	https://doi.org/10.23919/SICE.2017.8105476
Publication status	Published - 2017 Nov 10
Event	56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017 - Kanazawa, Japan Duration: 2017 Sep 19 → 2017 Sep 22

Other

Other	56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
Country	Japan
City	Kanazawa
Period	17/9/19 → 17/9/22

Keywords

Model inheritance
Subspace method
System identification

ASJC Scopus subject areas

Computer Science Applications
Control and Optimization
Control and Systems Engineering
Instrumentation

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10.23919/SICE.2017.8105476

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System identification with partial inheritance of existing model. / Inoue, Masaki; Matsubayashi, Ayaka; 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. 570-571.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Inoue, M, Matsubayashi, A & Adachi, S 2017, System identification with partial inheritance of existing model. 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. 570-571, 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.2017.8105476

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