Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)

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Research on Ultrasonic Positioning and Detection Method Based on MEMS Array Sensor

Authors
Mingxu Chen1, Bingye Zhang1, Xiaoping Fu2, *, Jianrong Ma1
1Taizhou Hongchuang Electric Power Group Co., LTD, Taizhou, 318001, Zhejiang, China
2Taizhou Power Supply Company, State Grid Zhejiang Electric Power Co., LTD, Taizhou, 318001, Zhejiang, China
*Corresponding author. Email: 13515862971@139.com
Corresponding Author
Xiaoping Fu
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-058-9_98How to use a DOI?
Keywords
MEMS array; Metal member; Defect detection; Ultrasonic positioning; SVM
ABSTRACT

In order to improve the accuracy of defect location and detection of metal components, an ultrasonic location and detection method based on MEMS array sensor is proposed. Firstly, the micro-electro-mechanical (MEMS) machining technology is analyzed in detail. An ultrasonic detection system based on MEMS array sensor is designed. Then, a SVM based ultrasonic localization and detection method for metal component near surface defects was proposed. The classification and recognition characteristics of SUPPORT vector machine (SVM) were used to accurately locate and detect metal component surface defects. The experimental results show that in the ultrasonic location and detection of metal component defects, the recognition accuracy of SVM is as high as 98.8%, which shows that the use of SVM can effectively improve the accuracy of location and detection, which is feasible and effective.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
Series
Advances in Computer Science Research
Publication Date
27 December 2022
ISBN
978-94-6463-058-9
ISSN
2352-538X
DOI
10.2991/978-94-6463-058-9_98How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Mingxu Chen
AU  - Bingye Zhang
AU  - Xiaoping Fu
AU  - Jianrong Ma
PY  - 2022
DA  - 2022/12/27
TI  - Research on Ultrasonic Positioning and Detection Method Based on MEMS Array Sensor
BT  - Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
PB  - Atlantis Press
SP  - 615
EP  - 619
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-058-9_98
DO  - 10.2991/978-94-6463-058-9_98
ID  - Chen2022
ER  -