High-precision resistance calibrator error compensation method research based on fitting algorithm

Chunling Yang; Jiajian Yu; Min Zhu

doi:10.1109/ICIEA.2017.8283151

High-precision resistance calibrator error compensation method research based on fitting algorithm

Chunling Yang
, Jiajian Yu
, Min Zhu

School of Electrical Engineering and Automation, Harbin Institute of Technology

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

Abstract

In the design of high-precision resistance calibrator, using the fitting algorithm to fit the resistance control curve is an important method of error compensation. The interpolation method and the approximation method are commonly used in the fitting algorithm. However, there exist overmuch test points and noise problems in the high accuracy resistance calibrator, which leads to the problem of low accuracy of interpolation and approximation. In order to realize accurately fitting, a fitting algorithm based on least squares approximation was used to fit the curve. The results show that the proposed algorithm can be applied to the error correction of the resistance calibrator, which greatly improves its accuracy.

Original language	English
Title of host publication	Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1915-1919
Number of pages	5
ISBN (Electronic)	9781538621035
DOIs	https://doi.org/10.1109/ICIEA.2017.8283151
State	Published - 2 Jul 2017
Externally published	Yes
Event	12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017 - Siem Reap, Cambodia Duration: 18 Jun 2017 → 20 Jun 2017

Publication series

Name	Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017
Volume	2018-February

Conference

Conference	12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017
Country/Territory	Cambodia
City	Siem Reap
Period	18/06/17 → 20/06/17

Keywords

error compensation
fitting algorithm
high-precision resistance calibration

Access to Document

10.1109/ICIEA.2017.8283151

Cite this

Yang, C., Yu, J., & Zhu, M. (2017). High-precision resistance calibrator error compensation method research based on fitting algorithm. In Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017 (pp. 1915-1919). (Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017; Vol. 2018-February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIEA.2017.8283151

Yang, Chunling ; Yu, Jiajian ; Zhu, Min. / High-precision resistance calibrator error compensation method research based on fitting algorithm. Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1915-1919 (Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017).

@inproceedings{212e106714454701831f2d1881f6d12b,

title = "High-precision resistance calibrator error compensation method research based on fitting algorithm",

abstract = "In the design of high-precision resistance calibrator, using the fitting algorithm to fit the resistance control curve is an important method of error compensation. The interpolation method and the approximation method are commonly used in the fitting algorithm. However, there exist overmuch test points and noise problems in the high accuracy resistance calibrator, which leads to the problem of low accuracy of interpolation and approximation. In order to realize accurately fitting, a fitting algorithm based on least squares approximation was used to fit the curve. The results show that the proposed algorithm can be applied to the error correction of the resistance calibrator, which greatly improves its accuracy.",

keywords = "error compensation, fitting algorithm, high-precision resistance calibration",

author = "Chunling Yang and Jiajian Yu and Min Zhu",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017 ; Conference date: 18-06-2017 Through 20-06-2017",

year = "2017",

month = jul,

day = "2",

doi = "10.1109/ICIEA.2017.8283151",

language = "英语",

series = "Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1915--1919",

booktitle = "Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017",

address = "美国",

}

Yang, C, Yu, J & Zhu, M 2017, High-precision resistance calibrator error compensation method research based on fitting algorithm. in Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017, vol. 2018-February, Institute of Electrical and Electronics Engineers Inc., pp. 1915-1919, 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017, Siem Reap, Cambodia, 18/06/17. https://doi.org/10.1109/ICIEA.2017.8283151

High-precision resistance calibrator error compensation method research based on fitting algorithm. / Yang, Chunling; Yu, Jiajian; Zhu, Min.
Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1915-1919 (Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017; Vol. 2018-February).

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

TY - GEN

T1 - High-precision resistance calibrator error compensation method research based on fitting algorithm

AU - Yang, Chunling

AU - Yu, Jiajian

AU - Zhu, Min

PY - 2017/7/2

Y1 - 2017/7/2

N2 - In the design of high-precision resistance calibrator, using the fitting algorithm to fit the resistance control curve is an important method of error compensation. The interpolation method and the approximation method are commonly used in the fitting algorithm. However, there exist overmuch test points and noise problems in the high accuracy resistance calibrator, which leads to the problem of low accuracy of interpolation and approximation. In order to realize accurately fitting, a fitting algorithm based on least squares approximation was used to fit the curve. The results show that the proposed algorithm can be applied to the error correction of the resistance calibrator, which greatly improves its accuracy.

AB - In the design of high-precision resistance calibrator, using the fitting algorithm to fit the resistance control curve is an important method of error compensation. The interpolation method and the approximation method are commonly used in the fitting algorithm. However, there exist overmuch test points and noise problems in the high accuracy resistance calibrator, which leads to the problem of low accuracy of interpolation and approximation. In order to realize accurately fitting, a fitting algorithm based on least squares approximation was used to fit the curve. The results show that the proposed algorithm can be applied to the error correction of the resistance calibrator, which greatly improves its accuracy.

KW - error compensation

KW - fitting algorithm

KW - high-precision resistance calibration

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U2 - 10.1109/ICIEA.2017.8283151

DO - 10.1109/ICIEA.2017.8283151

M3 - 会议稿件

AN - SCOPUS:85047475504

T3 - Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017

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EP - 1919

BT - Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017

Y2 - 18 June 2017 through 20 June 2017

ER -

Yang C, Yu J, Zhu M. High-precision resistance calibrator error compensation method research based on fitting algorithm. In Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1915-1919. (Proceedings of the 2017 12th IEEE Conference on Industrial Electronics and Applications, ICIEA 2017). doi: 10.1109/ICIEA.2017.8283151

High-precision resistance calibrator error compensation method research based on fitting algorithm

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