Prediction of tool failure in ceramic grinding

Takumi Inoue; Toshiro Emura; Kantaro Shimizu; Syohei Kunitomi

Prediction of tool failure in ceramic grinding

Takumi Inoue, Toshiro Emura, Kantaro Shimizu, Syohei Kunitomi

Dynamics of Mechanical Systems

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

Abstract

In this research, we measure the acceleration of the work piece during the grinding process, and try to predict the tool failure. We give attention to amplitude modulation of the measured acceleration, and the Hilbert transform is employed in order to draw the amplitude modulation, The Fourier transform of the amplitude modulation yields significantly good results. The rotational frequency and its multiples are successfully observed through the proposed method. The tool failure is roughly predicted by tracking the transition of the frequency elements.

Original language	English
Title of host publication	COMADEM 2010 - Advances in Maintenance and Condition Diagnosis Technologies Towards Sustainable Society, Proc. 23rd Int. Congr. Condition Monitoring and Diagnostic Engineering Management
Pages	521-528
Number of pages	8
Publication status	Published - 2010
Event	23rd International Congress on Condition Monitoring and Diagnostic Engineering Management, COMADEM 2010 - Nara, Japan Duration: Jun 28 2010 → Jul 2 2010

Other

Other	23rd International Congress on Condition Monitoring and Diagnostic Engineering Management, COMADEM 2010
Country/Territory	Japan
City	Nara
Period	6/28/10 → 7/2/10

All Science Journal Classification (ASJC) codes

Renewable Energy, Sustainability and the Environment
Management, Monitoring, Policy and Law

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

Prediction of tool failure in ceramic grinding. / Inoue, Takumi; Emura, Toshiro; Shimizu, Kantaro et al.
COMADEM 2010 - Advances in Maintenance and Condition Diagnosis Technologies Towards Sustainable Society, Proc. 23rd Int. Congr. Condition Monitoring and Diagnostic Engineering Management. 2010. p. 521-528.

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

Inoue, T, Emura, T, Shimizu, K & Kunitomi, S 2010, Prediction of tool failure in ceramic grinding. in COMADEM 2010 - Advances in Maintenance and Condition Diagnosis Technologies Towards Sustainable Society, Proc. 23rd Int. Congr. Condition Monitoring and Diagnostic Engineering Management. pp. 521-528, 23rd International Congress on Condition Monitoring and Diagnostic Engineering Management, COMADEM 2010, Nara, Japan, 6/28/10.

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title = "Prediction of tool failure in ceramic grinding",

abstract = "In this research, we measure the acceleration of the work piece during the grinding process, and try to predict the tool failure. We give attention to amplitude modulation of the measured acceleration, and the Hilbert transform is employed in order to draw the amplitude modulation, The Fourier transform of the amplitude modulation yields significantly good results. The rotational frequency and its multiples are successfully observed through the proposed method. The tool failure is roughly predicted by tracking the transition of the frequency elements.",

author = "Takumi Inoue and Toshiro Emura and Kantaro Shimizu and Syohei Kunitomi",

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AU - Inoue, Takumi

AU - Emura, Toshiro

AU - Shimizu, Kantaro

AU - Kunitomi, Syohei

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N2 - In this research, we measure the acceleration of the work piece during the grinding process, and try to predict the tool failure. We give attention to amplitude modulation of the measured acceleration, and the Hilbert transform is employed in order to draw the amplitude modulation, The Fourier transform of the amplitude modulation yields significantly good results. The rotational frequency and its multiples are successfully observed through the proposed method. The tool failure is roughly predicted by tracking the transition of the frequency elements.

AB - In this research, we measure the acceleration of the work piece during the grinding process, and try to predict the tool failure. We give attention to amplitude modulation of the measured acceleration, and the Hilbert transform is employed in order to draw the amplitude modulation, The Fourier transform of the amplitude modulation yields significantly good results. The rotational frequency and its multiples are successfully observed through the proposed method. The tool failure is roughly predicted by tracking the transition of the frequency elements.

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M3 - Conference contribution

AN - SCOPUS:77956305682

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BT - COMADEM 2010 - Advances in Maintenance and Condition Diagnosis Technologies Towards Sustainable Society, Proc. 23rd Int. Congr. Condition Monitoring and Diagnostic Engineering Management

T2 - 23rd International Congress on Condition Monitoring and Diagnostic Engineering Management, COMADEM 2010

Y2 - 28 June 2010 through 2 July 2010

ER -

Prediction of tool failure in ceramic grinding

Abstract

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All Science Journal Classification (ASJC) codes

UN SDGs

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