Crosscorrelation functions based nonlinear identification of piode laser welding process

Yu Zhang; Yushehg Liu; Xiaodong Na; Yu Ming Zhang

doi:10.1109/ICIT.2008.4608542

Crosscorrelation functions based nonlinear identification of piode laser welding process

Yu Zhang, Yushehg Liu, Xiaodong Na, Yu Ming Zhang

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

Abstract

The diode laser welding process is a typical nonlinear system with disturbances and noises. To obtain unbiased estimates for unknown parameters, an identification method based on correlation functions is preferred. In this paper, a nonlinear identification method based on crosscorrelation functions is used to establish a nonlinear model, which is linear in parameters, for the diode laser welding process addressed. The model has been validated by the comparison of the computed step response with the actual step response.

Original language	English
Title of host publication	2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings
DOIs	https://doi.org/10.1109/ICIT.2008.4608542
State	Published - 2008
Event	2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Chengdu, China Duration: Apr 21 2008 → Apr 24 2008

Publication series

Name	Proceedings of the IEEE International Conference on Industrial Technology

Conference

Conference	2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008
Country/Territory	China
City	Chengdu
Period	4/21/08 → 4/24/08

Keywords

Crosscorrelation function
Least squares method
Nonlinear system
Welding process

ASJC Scopus subject areas

Computer Science Applications
Electrical and Electronic Engineering

Access to Document

10.1109/ICIT.2008.4608542

Cite this

Zhang, Y., Liu, Y., Na, X., & Zhang, Y. M. (2008). Crosscorrelation functions based nonlinear identification of piode laser welding process. In 2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings Article 4608542 (Proceedings of the IEEE International Conference on Industrial Technology). https://doi.org/10.1109/ICIT.2008.4608542

@inproceedings{fb9d0ece58ee4aa58e4804c4ba8d4d53,

title = "Crosscorrelation functions based nonlinear identification of piode laser welding process",

abstract = "The diode laser welding process is a typical nonlinear system with disturbances and noises. To obtain unbiased estimates for unknown parameters, an identification method based on correlation functions is preferred. In this paper, a nonlinear identification method based on crosscorrelation functions is used to establish a nonlinear model, which is linear in parameters, for the diode laser welding process addressed. The model has been validated by the comparison of the computed step response with the actual step response.",

keywords = "Crosscorrelation function, Least squares method, Nonlinear system, Welding process",

author = "Yu Zhang and Yushehg Liu and Xiaodong Na and Zhang, {Yu Ming}",

year = "2008",

doi = "10.1109/ICIT.2008.4608542",

language = "English",

isbn = "9781424417063",

series = "Proceedings of the IEEE International Conference on Industrial Technology",

booktitle = "2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings",

note = "2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 ; Conference date: 21-04-2008 Through 24-04-2008",

}

Zhang, Y, Liu, Y, Na, X & Zhang, YM 2008, Crosscorrelation functions based nonlinear identification of piode laser welding process. in 2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings., 4608542, Proceedings of the IEEE International Conference on Industrial Technology, 2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008, Chengdu, China, 4/21/08. https://doi.org/10.1109/ICIT.2008.4608542

Crosscorrelation functions based nonlinear identification of piode laser welding process. / Zhang, Yu; Liu, Yushehg; Na, Xiaodong et al.
2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings. 2008. 4608542 (Proceedings of the IEEE International Conference on Industrial Technology).

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

TY - GEN

T1 - Crosscorrelation functions based nonlinear identification of piode laser welding process

AU - Zhang, Yu

AU - Liu, Yushehg

AU - Na, Xiaodong

AU - Zhang, Yu Ming

PY - 2008

Y1 - 2008

N2 - The diode laser welding process is a typical nonlinear system with disturbances and noises. To obtain unbiased estimates for unknown parameters, an identification method based on correlation functions is preferred. In this paper, a nonlinear identification method based on crosscorrelation functions is used to establish a nonlinear model, which is linear in parameters, for the diode laser welding process addressed. The model has been validated by the comparison of the computed step response with the actual step response.

AB - The diode laser welding process is a typical nonlinear system with disturbances and noises. To obtain unbiased estimates for unknown parameters, an identification method based on correlation functions is preferred. In this paper, a nonlinear identification method based on crosscorrelation functions is used to establish a nonlinear model, which is linear in parameters, for the diode laser welding process addressed. The model has been validated by the comparison of the computed step response with the actual step response.

KW - Crosscorrelation function

KW - Least squares method

KW - Nonlinear system

KW - Welding process

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M3 - Conference contribution

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T3 - Proceedings of the IEEE International Conference on Industrial Technology

BT - 2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008 - Conference Proceedings

T2 - 2008 IEEE International Conference on Industrial Technology, IEEE ICIT 2008

Y2 - 21 April 2008 through 24 April 2008

ER -

Crosscorrelation functions based nonlinear identification of piode laser welding process

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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