The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine

Ekkawit Wangkanklang; Yusuke Otsuka; Kei Yamaguchi; Akira Yoshida; Yoshikazu Koike; Masahiko Okage; Shigeru Ishii; Masakazu Nakamura

doi:10.1109/GCCE46687.2019.9015549

The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine

Ekkawit Wangkanklang, Yusuke Otsuka, Kei Yamaguchi, Akira Yoshida, Yoshikazu Koike, Masahiko Okage, Shigeru Ishii, Masakazu Nakamura

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

Abstract

The Ishikawa mixing and grinding machine crushes large particles into small ones. To check the progress of mixing and grinding, the particle size monitoring is very important. Recently, we proposed the progress investigation of the Ishikawa mixing and grinding machine by sound signal processing successfully. Averaged Power Spectrum Density(PSD) values processed by measured sound signal are employed to estimate the progress remotely. It is found that PSD value also decreases as particle size becomes smaller by grinding. However, the particle size is only observed roughly by pictures. In this paper, we study the correlation between the particle size distribution of material and PSD. The particle size distribution is obtained by imaging analysis with micro scope. As a result, the correlation coefficient between particle size and sound signal is beyond 0.7.

Original language	English
Title of host publication	2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	473-474
Number of pages	2
ISBN (Electronic)	9781728135755
DOIs	https://doi.org/10.1109/GCCE46687.2019.9015549
Publication status	Published - 2019 Oct
Event	8th IEEE Global Conference on Consumer Electronics, GCCE 2019 - Osaka, Japan Duration: 2019 Oct 15 → 2019 Oct 18

Publication series

Name	2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

Conference

Conference	8th IEEE Global Conference on Consumer Electronics, GCCE 2019
Country/Territory	Japan
City	Osaka
Period	19/10/15 → 19/10/18

Keywords

Image processing
Mixing and grinding machine
Power spectral density

ASJC Scopus subject areas

Instrumentation
Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Electrical and Electronic Engineering

Access to Document

10.1109/GCCE46687.2019.9015549

Cite this

Wangkanklang, E., Otsuka, Y., Yamaguchi, K., Yoshida, A., Koike, Y., Okage, M., Ishii, S., & Nakamura, M. (2019). The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine. In 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019 (pp. 473-474). [9015549] (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GCCE46687.2019.9015549

The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine. / Wangkanklang, Ekkawit; Otsuka, Yusuke; Yamaguchi, Kei et al.

2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 473-474 9015549 (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

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

Wangkanklang, E, Otsuka, Y, Yamaguchi, K, Yoshida, A, Koike, Y, Okage, M, Ishii, S & Nakamura, M 2019, The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine. in 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019., 9015549, 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019, Institute of Electrical and Electronics Engineers Inc., pp. 473-474, 8th IEEE Global Conference on Consumer Electronics, GCCE 2019, Osaka, Japan, 19/10/15. https://doi.org/10.1109/GCCE46687.2019.9015549

Wangkanklang E, Otsuka Y, Yamaguchi K, Yoshida A, Koike Y, Okage M et al. The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine. In 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 473-474. 9015549. (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019). doi: 10.1109/GCCE46687.2019.9015549

Wangkanklang, Ekkawit ; Otsuka, Yusuke ; Yamaguchi, Kei et al. / The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine. 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 473-474 (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

@inproceedings{582c006a1f3f42afa6aef392f3ff2d9c,

title = "The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine",

abstract = "The Ishikawa mixing and grinding machine crushes large particles into small ones. To check the progress of mixing and grinding, the particle size monitoring is very important. Recently, we proposed the progress investigation of the Ishikawa mixing and grinding machine by sound signal processing successfully. Averaged Power Spectrum Density(PSD) values processed by measured sound signal are employed to estimate the progress remotely. It is found that PSD value also decreases as particle size becomes smaller by grinding. However, the particle size is only observed roughly by pictures. In this paper, we study the correlation between the particle size distribution of material and PSD. The particle size distribution is obtained by imaging analysis with micro scope. As a result, the correlation coefficient between particle size and sound signal is beyond 0.7.",

keywords = "Image processing, Mixing and grinding machine, Power spectral density",

author = "Ekkawit Wangkanklang and Yusuke Otsuka and Kei Yamaguchi and Akira Yoshida and Yoshikazu Koike and Masahiko Okage and Shigeru Ishii and Masakazu Nakamura",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 8th IEEE Global Conference on Consumer Electronics, GCCE 2019 ; Conference date: 15-10-2019 Through 18-10-2019",

year = "2019",

month = oct,

doi = "10.1109/GCCE46687.2019.9015549",

language = "English",

series = "2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019",

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

pages = "473--474",

booktitle = "2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019",

}

TY - GEN

T1 - The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine

AU - Wangkanklang, Ekkawit

AU - Otsuka, Yusuke

AU - Yamaguchi, Kei

AU - Yoshida, Akira

AU - Koike, Yoshikazu

AU - Okage, Masahiko

AU - Ishii, Shigeru

AU - Nakamura, Masakazu

PY - 2019/10

Y1 - 2019/10

N2 - The Ishikawa mixing and grinding machine crushes large particles into small ones. To check the progress of mixing and grinding, the particle size monitoring is very important. Recently, we proposed the progress investigation of the Ishikawa mixing and grinding machine by sound signal processing successfully. Averaged Power Spectrum Density(PSD) values processed by measured sound signal are employed to estimate the progress remotely. It is found that PSD value also decreases as particle size becomes smaller by grinding. However, the particle size is only observed roughly by pictures. In this paper, we study the correlation between the particle size distribution of material and PSD. The particle size distribution is obtained by imaging analysis with micro scope. As a result, the correlation coefficient between particle size and sound signal is beyond 0.7.

AB - The Ishikawa mixing and grinding machine crushes large particles into small ones. To check the progress of mixing and grinding, the particle size monitoring is very important. Recently, we proposed the progress investigation of the Ishikawa mixing and grinding machine by sound signal processing successfully. Averaged Power Spectrum Density(PSD) values processed by measured sound signal are employed to estimate the progress remotely. It is found that PSD value also decreases as particle size becomes smaller by grinding. However, the particle size is only observed roughly by pictures. In this paper, we study the correlation between the particle size distribution of material and PSD. The particle size distribution is obtained by imaging analysis with micro scope. As a result, the correlation coefficient between particle size and sound signal is beyond 0.7.

KW - Image processing

KW - Mixing and grinding machine

KW - Power spectral density

UR - http://www.scopus.com/inward/record.url?scp=85081948303&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85081948303&partnerID=8YFLogxK

U2 - 10.1109/GCCE46687.2019.9015549

DO - 10.1109/GCCE46687.2019.9015549

M3 - Conference contribution

AN - SCOPUS:85081948303

T3 - 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

SP - 473

EP - 474

BT - 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 8th IEEE Global Conference on Consumer Electronics, GCCE 2019

Y2 - 15 October 2019 through 18 October 2019

ER -

The study of the correlation between particle size and processed sound signal of Ishikawa Mixing and Grinding machine

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this