Development of a Real-Time Vibration Monitoring System for Drum Tester Machines Using ADXL345 Sensor and ESP32 Microcontroller

Authors

  • Herdiansyah Noorrizky Anggana Universitas Negeri Yogyakarta
  • Moch Solikin Universitas Negeri Yogyakarta

DOI:

https://doi.org/10.21831/jamat.v2i1.1277

Keywords:

Vibration Monitoring, ADXL345 Sensor, ESP32 Microcontroller, Real-Time System

Abstract

This study focuses on developing a vibration level monitoring system for a drum tester machine, utilizing the ADXL345 sensor in conjunction with the ESP32 microcontroller and a web-based monitoring platform. The system was implemented at PT Astra Daihatsu Motor's Sunter Assembly Plant (SAP) located in Jakarta, Indonesia, for large-scale industrial use. The design aimed to boost precision in vibration monitoring and elevate workforce productivity. The sensor collects data, which is then sent to a MySQL database and shown in real-time on an LCD and through a Grafana-based web interface. Functional tests verified that all components performed as specified. The ESP32 microcontroller provided reliable Wi-Fi connectivity, and the ADXL345 sensor showed impressive accuracy in detecting vibration changes in both static and dynamic situations. Performance tests conducted over eight hours, with data collected at one-minute intervals, demonstrated consistent readings across all axes (X, Y, Z), highlighting the system's reliability. The implementation of this system resulted in enhanced efficiency in machine monitoring. The inspection interval has been extended from two weeks to one month, which has reduced the workforce requirements from two workers to one. Moreover, the time required for inspection was reduced from 20 minutes to only one minute. To summarize, this vibration monitoring system enhances the accuracy of real-time data, improves workforce efficiency, and ensures reliable monitoring of machine conditions. This offers a creative approach for industrial uses, enhancing operational efficiency and ensuring workplace safety.

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References

[1] D. Banerjee, "Robust Car Damage Classification using CNN and KNN Algorithms," 2024: IEEE, pp. 1160-1165, doi: 10.1109/ICoICI62503.2024.10696430.

[2] J. Saragih, A. Tarigan, I. Pratama, J. Wardati, and E. F. Silalahi, "The impact of total quality management, supply chain management practices and operations capability on firm performance," Polish Journal of Management Studies, vol. 21, no. 2, pp. 384-397, 2020, doi: 10.17512/pjms.2020.21.2.27.

[3] M. Alhih, A. Tambi, and Y. Yusof, "Total quality management and business excellence," International Journal of Academic Research in Business and Social Sciences, vol. 10, no. 12, pp. 621-630, 2020.

[4] J. Ott, M. M. Marcus, T. Henderson, H. Wilson-Jene, L. Lee, and J. Pearlman, "Development and calibration of drum-based rolling resistance testing machine for manual wheelchair components," Technology and Disability, vol. 33, no. 2, pp. 123-136, 2021, doi: 10.3233/TAD-200285.

[5] C. Peppin, "Rotary Drum Maintenance: Follow these nine recommendations to establish a strong program for preventive maintenance of rotary drums in drying, cooling and other treatments of bulk solids," Chemical Engineering, vol. 130, no. 9, 2023.

[6] J. B. Camelotes et al., "Application of quality control tools in analyzing defects in a drum container manufacturing industry," Sci. Int.(Lahore), vol. 36, no. 2, pp. 59-64, 2024.

[7] T. B. Linhares, A. da Silva Scari, and C. B. S. Vimieiro, "Causes of failures in vibrating screens: a literature review," Minerals Engineering, vol. 218, p. 109027, 2024, doi: https://doi.org/10.1016/j.mineng.2024.109027.

[8] I. U. Hassan, K. Panduru, and J. Walsh, "An in-depth study of vibration sensors for condition monitoring," Sensors, vol. 24, no. 3, p. 740, 2024, doi: https://doi.org/10.3390/s24030740.

[9] S. U. Rehman, M. Usman, M. H. Y. Toor, and Q. A. Hussaini, "Advancing structural health monitoring: A vibration-based IoT approach for remote real-time systems," Sensors and Actuators A: Physical, vol. 365, p. 114863, 2024, doi: https://doi.org/10.1016/j.sna.2023.114863.

[10] R. Kociszewski and W. Wojtkowski, "Remote Vibration Monitoring of Combustion Engines Utilising Edge Computing," Electronics, vol. 14, no. 11, p. 2118, 2025, doi: https://doi.org/10.3390/electronics14112118.

[11] A. H. Gomaa, "Maintenance 4.0: Optimizing Asset Integrity and Reliability in Modern Manufacturing," Int. J. Inven. Eng. Sci.(IJIES), vol. 12, pp. 18-26, 2025, doi: 10.35940/ijies.B1098.12020225.

[12] S. Chaturvedi, A. Parakh, and H. K. Verma, "Development of a wsn based data logger for electrical power system," 2019: Springer, pp. 72-83, doi: https://doi.org/10.1007/978-981-15-1384-8_7.

[13] A. Yasin, T. Y. Pang, C.-T. Cheng, and M. Miletic, "A roadmap to integrate digital twins for small and medium-sized enterprises," Applied Sciences, vol. 11, no. 20, p. 9479, 2021, doi: https://doi.org/10.3390/app11209479.

[14] M. I. Badranaya, J. Pratama, U. A. Salim, S. Suyitno, B. Arifvianto, and M. Mahardika, "A Method for Micro Powder Dispensing by Using DC Motor with a 2-Axis Vibration," Applied Mechanics and Materials, vol. 918, pp. 3-9, 2024, doi: https://doi.org/10.4028/p-pCY1mo.

[15] M. H. M. Ghazali and W. Rahiman, "An investigation of the reliability of different types of sensors in the real-time vibration-based anomaly inspection in drone," Sensors, vol. 22, no. 16, p. 6015, 2022, doi: https://doi.org/10.3390/s22166015.

[16] T. Leppänen, "Data visualization and monitoring with Grafana and Prometheus," 2021.

[17] R. Pallas-Areny and J. G. Webster, Sensors and signal conditioning. John Wiley & Sons, 2012.

[18] K. Mykoniatis, "A real-time condition monitoring and maintenance management system for low voltage industrial motors using internet-of-things," Procedia Manufacturing, vol. 42, pp. 450-456, 2020, doi: https://doi.org/10.1016/j.promfg.2020.02.050.

[19] J. R. Burnett and T. C. Lisk, "The future of employee engagement: Real-time monitoring and digital tools for engaging a workforce," in International perspectives on employee engagement: Routledge, 2021, pp. 117-128.

[20] K. A. Hossain, "Study on electromagnetic interference (EMI) and electromagnetic compatibility (EMC): sources and design concept for mitigation of EMI/EMC," Journal of Liberal Arts and Humanities (JLAH), vol. 4, no. 8, pp. 68-96, 2023.

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Published

06/30/2025

How to Cite

[1]
Herdiansyah Noorrizky Anggana and Moch Solikin, “Development of a Real-Time Vibration Monitoring System for Drum Tester Machines Using ADXL345 Sensor and ESP32 Microcontroller”, JAMAT, vol. 2, no. 1, pp. 66–75, Jun. 2025.

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