A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring

Xinfeng Zou; Zhen Li; Fengshou Gu; Andrew D. Ball

doi:10.1007/978-3-030-99075-6_65

A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring

Xinfeng Zou, Zhen Li, Fengshou Gu, Andrew D. Ball

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

Abstract

In recent years, the necessity of implementing sensor-based process condition monitoring (CM) in additive manufacturing (AM) has attracted the attention of many foreign governments and academic institutions. To verify the feasibility of the condition monitoring on additive manufacturing, an experiment is carried out. The experiment focuses on the abnormal status of the 3D printer to explore the relationship between the printing signals and the printing quality. There are two methods are used to process the experimental data. One method is the Short-Time Fourier Transform (STFT), which is used frequently used in this report. Its processing result indicates that the signal changes in both the time domain and the frequency domain. The other method is the Mean function. By the comparison of the two methods, the mean function turns out to be better than STFT at presenting the differences in detail and proving the consistency of the signals and the 3D printer features. This experiment lays a firm foundation and points out the directions for future research, such as mathematical simulation, etc.

Original language	English
Title of host publication	Proceedings of IncoME-VI and TEPEN 2021
Subtitle of host publication	Performance Engineering and Maintenance Engineering
Editors	Hao Zhang, Guojin Feng, Hongjun Wang, Fengshou Gu, Jyoti K. Sinha
Publisher	Springer, Cham
Pages	811-821
Number of pages	11
Volume	117
ISBN (Electronic)	9783030990756
ISBN (Print)	9783030990749
DOIs	https://doi.org/10.1007/978-3-030-99075-6_65
Publication status	Published - 18 Sep 2022
Event	6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021 - Hebei University of Technology, Tianjin, China Duration: 20 Oct 2021 → 23 Oct 2021 Conference number: 6 https://tepen.net/conference/tepen2021/

Publication series

Name	Mechanisms and Machine Science
Publisher	Springer
Volume	117
ISSN (Print)	2211-0984
ISSN (Electronic)	2211-0992

Conference

Conference	6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021
Abbreviated title	TEPEN-2021 and IncoME-VI
Country/Territory	China
City	Tianjin
Period	20/10/21 → 23/10/21
Internet address	https://tepen.net/conference/tepen2021/

UN SDGs

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

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10.1007/978-3-030-99075-6_65Licence: Unspecified

Cite this

Zou, X., Li, Z., Gu, F., & Ball, A. D. (2022). A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring. In H. Zhang, G. Feng, H. Wang, F. Gu, & J. K. Sinha (Eds.), Proceedings of IncoME-VI and TEPEN 2021: Performance Engineering and Maintenance Engineering (Vol. 117, pp. 811-821). (Mechanisms and Machine Science; Vol. 117). Springer, Cham. https://doi.org/10.1007/978-3-030-99075-6_65

Zou, Xinfeng ; Li, Zhen ; Gu, Fengshou et al. / A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring. Proceedings of IncoME-VI and TEPEN 2021: Performance Engineering and Maintenance Engineering. editor / Hao Zhang ; Guojin Feng ; Hongjun Wang ; Fengshou Gu ; Jyoti K. Sinha. Vol. 117 Springer, Cham, 2022. pp. 811-821 (Mechanisms and Machine Science).

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title = "A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring",

abstract = "In recent years, the necessity of implementing sensor-based process condition monitoring (CM) in additive manufacturing (AM) has attracted the attention of many foreign governments and academic institutions. To verify the feasibility of the condition monitoring on additive manufacturing, an experiment is carried out. The experiment focuses on the abnormal status of the 3D printer to explore the relationship between the printing signals and the printing quality. There are two methods are used to process the experimental data. One method is the Short-Time Fourier Transform (STFT), which is used frequently used in this report. Its processing result indicates that the signal changes in both the time domain and the frequency domain. The other method is the Mean function. By the comparison of the two methods, the mean function turns out to be better than STFT at presenting the differences in detail and proving the consistency of the signals and the 3D printer features. This experiment lays a firm foundation and points out the directions for future research, such as mathematical simulation, etc.",

keywords = "Additive manufacturing, Condition monitoring, STFT, Vibration signals",

author = "Xinfeng Zou and Zhen Li and Fengshou Gu and Ball, {Andrew D.}",

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Zou, X, Li, Z, Gu, F & Ball, AD 2022, A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring. in H Zhang, G Feng, H Wang, F Gu & JK Sinha (eds), Proceedings of IncoME-VI and TEPEN 2021: Performance Engineering and Maintenance Engineering. vol. 117, Mechanisms and Machine Science, vol. 117, Springer, Cham, pp. 811-821, 6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021, Tianjin, China, 20/10/21. https://doi.org/10.1007/978-3-030-99075-6_65

A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring. / Zou, Xinfeng; Li, Zhen; Gu, Fengshou et al.

Proceedings of IncoME-VI and TEPEN 2021: Performance Engineering and Maintenance Engineering. ed. / Hao Zhang; Guojin Feng; Hongjun Wang; Fengshou Gu; Jyoti K. Sinha. Vol. 117 Springer, Cham, 2022. p. 811-821 (Mechanisms and Machine Science; Vol. 117).

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

TY - GEN

T1 - A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring

AU - Zou, Xinfeng

AU - Li, Zhen

AU - Gu, Fengshou

AU - Ball, Andrew D.

N1 - Conference code: 6

PY - 2022/9/18

Y1 - 2022/9/18

N2 - In recent years, the necessity of implementing sensor-based process condition monitoring (CM) in additive manufacturing (AM) has attracted the attention of many foreign governments and academic institutions. To verify the feasibility of the condition monitoring on additive manufacturing, an experiment is carried out. The experiment focuses on the abnormal status of the 3D printer to explore the relationship between the printing signals and the printing quality. There are two methods are used to process the experimental data. One method is the Short-Time Fourier Transform (STFT), which is used frequently used in this report. Its processing result indicates that the signal changes in both the time domain and the frequency domain. The other method is the Mean function. By the comparison of the two methods, the mean function turns out to be better than STFT at presenting the differences in detail and proving the consistency of the signals and the 3D printer features. This experiment lays a firm foundation and points out the directions for future research, such as mathematical simulation, etc.

AB - In recent years, the necessity of implementing sensor-based process condition monitoring (CM) in additive manufacturing (AM) has attracted the attention of many foreign governments and academic institutions. To verify the feasibility of the condition monitoring on additive manufacturing, an experiment is carried out. The experiment focuses on the abnormal status of the 3D printer to explore the relationship between the printing signals and the printing quality. There are two methods are used to process the experimental data. One method is the Short-Time Fourier Transform (STFT), which is used frequently used in this report. Its processing result indicates that the signal changes in both the time domain and the frequency domain. The other method is the Mean function. By the comparison of the two methods, the mean function turns out to be better than STFT at presenting the differences in detail and proving the consistency of the signals and the 3D printer features. This experiment lays a firm foundation and points out the directions for future research, such as mathematical simulation, etc.

KW - Additive manufacturing

KW - Condition monitoring

KW - STFT

KW - Vibration signals

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DO - 10.1007/978-3-030-99075-6_65

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VL - 117

T3 - Mechanisms and Machine Science

SP - 811

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BT - Proceedings of IncoME-VI and TEPEN 2021

A2 - Zhang, Hao

A2 - Feng, Guojin

A2 - Wang, Hongjun

A2 - Gu, Fengshou

A2 - Sinha, Jyoti K.

PB - Springer, Cham

T2 - 6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021

Y2 - 20 October 2021 through 23 October 2021

ER -

Zou X, Li Z, Gu F, Ball AD. A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring. In Zhang H, Feng G, Wang H, Gu F, Sinha JK, editors, Proceedings of IncoME-VI and TEPEN 2021: Performance Engineering and Maintenance Engineering. Vol. 117. Springer, Cham. 2022. p. 811-821. (Mechanisms and Machine Science). Epub 2022 Sep 18. doi: 10.1007/978-3-030-99075-6_65

A Study on Vibration Response in the Baseplate of a Delta 3D Printer for Condition Monitoring

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