IOT-Based Electrical Energy Consumption Monitoring Application on Machine Tools
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Dec 15, 2025
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[1]
P. Bismantolo, K. Anggriani, N. Supardi, G. Gunawan, and E. Oktori, “IOT-Based Electrical Energy Consumption Monitoring Application on Machine Tools”, INFOTEL, vol. 17, no. 4, pp. 750-766, Dec. 2025.
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Electronics
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References
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[2] T. Hossain, “Internet of Things (IoT) based Smart Machine Control System for Small and Medium Scale Industries,” in International Conference on Computer and Information Technology (ICCIT), 2020, pp. 1–6.
[3] X. Shi, X. Zhang, and R. Yan, “Wireless monitoring system of spindle unit in CNC machine tools based on IoT technology,” J. Ambient Intell. Humaniz. Comput., vol. 8, no. 6, pp. 897–908, 2017.
[4] M. Xia, Y. Shi, X. Zhang, Q. Wang, and Z. Song, “Design and Implementation of a Multi-Parameter Monitoring System for CNC Machine Tools Based on the Internet of Things,” J. Intell. Manuf., vol. 31, no. 2, pp. 17–330, 2020.
[5] X. Zhang, H, Y. Wang, W, and Y. Zhou, X, “Vibration and temperature monitoring of spindle bearing in high-speed machining center,” J. Mech. Eng., vol. 52, no. 17, pp. 121–125, 2016.
[6] J. Patel, A. Patel, and S. Patel, “Design of a Low Cost Vibration Sensor for Condition Monitoring of Rotating Machines using Arduino,” Int. J. Comput. Appl., vol. 167, no. 6, pp. 38–43, 2017.
[7] F. Liu and X. Zhu, “Research on monitoring technology of spindle vibration based on wavelet packet analysis,” J. Instrum., vol. 36, no. 8, pp. 127–132, 2015.
[8] Anonimous, “Arduino and DS3231 RTC Example,” in Arduino Learning, 2019.
[9] A. Sulaiman, Microcontroller bagi Pemula hingga Mahir. 2012.
[10] C. Prabha, R. Manimegalai, and R. Arunmozhi, “Design and Implementation of Remote Monitoring System for Industrial Equipment Based on Internet of Things,” in ICCCI, Coimbatore, India, 2018, pp. 1–5.
[11] J. A. Faria, R. A. Vasconcelos, and F. Barros, “Energy Monitoring System for Industrial Machine Tools: An IoT Approach,” Procedia CIRP, no. 107, pp. 828–833, 2022.
[12] V. Gungor, C. Sahin, and T. Ergut, “Smart grid technologies: Communication technologies and standards,” IEEE Trans. Ind. Informatics, vol. 7, no. 4, pp. 529–539, 2013.
[13] J. Lee, E. Lapira, B. Bagheri, and H. A. Kao, “(). Recent advances and trends in predictive manufacturing systems in big data environment,” Manuf. Lett., vol. 1, no. 1, pp. 38–41, 2013.
[14] M. U. Ali, S. Abbas, and E. Felemban, “A comprehensive survey on enabling IoT technologies and protocols for smart manufacturing,” J. Ind. Inf. Integr., vol. 20, 2020.
[15] S. Nallusamy and R. Duraisamy, “Enhancement of Overall Equipment Effectiveness Using IoT Based Monitoring System in Manufacturing Industry,” Int. J. Eng. Res. Africa, vol. 34, pp. 230–238, 2018.
[16] D. Wu, D. W. Rosen, L. Wang, and D. Schaefer, “Cloud-based design and manufacturing: A new paradigm in digital manufacturing and design innovation,” Comput. Des., no. 59, pp. 1–14, 2015.
[17] S. ITEAD, “Non-invasive AC Current Sensor (TA12-100),” https://www.itead.cc/non-invasive-ac-current-sensor-ta12-100.html. 2013.
[18] M. F. Wicaksono, “Implementasi Modul WiFi NodeMCU ESP8266 untuk Smart Home,” J. Teknol. Komput., vol. 6, no. 1, pp. 9–14, 2017.
[19] F. Wicaksono, M, “Implementasi Modul Wifi Nodemcu Esp8266 Untuk Smart Home,” J. T. Komput., vol. 6, no. 1, pp. 9–14, 2017.
[20] M. Ali, A. Rehman, and U. Khan, “IoT based smart home automation system using NodeMCU ESP8266 and Blynk,” Int. J. Adv. Comput. Sci. Appl., vol. 11, no. 2, pp. 310–316, 2020.
[21] S. Rani and R. Chauhan, “Implementation of IoT based smart energy meter using NodeMCU ESP8266,” Int. J. Eng. Res. Technol., vol. 8, no. 6, pp. 1191–1195, 2019.
[22] R. Mahajan and V. Kale, K, “Design and development of low-cost real-time clock-based data logger using DS3231 and Arduino,” Int. J. Eng. Res. Technol., vol. 10, no. 5, pp. 700–703, 2021.
[23] M. Rahman, M and S. Hossain, M, “Temperature compensated real-time clock implementation using DS3231 module,” in International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019, pp. 1–4.
[24] R. Patil and P. Koli, “IoT based smart agriculture monitoring system using Blynk platform,” in Materials Today: Proceedings, 47, 2021, pp. 3105–3109.
[25] A. Kumar, S., & Sharma, “Remote monitoring of air quality using IoT and Blynk platform,” Int. J. Sci. Technol. Res., vol. 9, no. 3, pp. 4824–4828, 2020.
[2] T. Hossain, “Internet of Things (IoT) based Smart Machine Control System for Small and Medium Scale Industries,” in International Conference on Computer and Information Technology (ICCIT), 2020, pp. 1–6.
[3] X. Shi, X. Zhang, and R. Yan, “Wireless monitoring system of spindle unit in CNC machine tools based on IoT technology,” J. Ambient Intell. Humaniz. Comput., vol. 8, no. 6, pp. 897–908, 2017.
[4] M. Xia, Y. Shi, X. Zhang, Q. Wang, and Z. Song, “Design and Implementation of a Multi-Parameter Monitoring System for CNC Machine Tools Based on the Internet of Things,” J. Intell. Manuf., vol. 31, no. 2, pp. 17–330, 2020.
[5] X. Zhang, H, Y. Wang, W, and Y. Zhou, X, “Vibration and temperature monitoring of spindle bearing in high-speed machining center,” J. Mech. Eng., vol. 52, no. 17, pp. 121–125, 2016.
[6] J. Patel, A. Patel, and S. Patel, “Design of a Low Cost Vibration Sensor for Condition Monitoring of Rotating Machines using Arduino,” Int. J. Comput. Appl., vol. 167, no. 6, pp. 38–43, 2017.
[7] F. Liu and X. Zhu, “Research on monitoring technology of spindle vibration based on wavelet packet analysis,” J. Instrum., vol. 36, no. 8, pp. 127–132, 2015.
[8] Anonimous, “Arduino and DS3231 RTC Example,” in Arduino Learning, 2019.
[9] A. Sulaiman, Microcontroller bagi Pemula hingga Mahir. 2012.
[10] C. Prabha, R. Manimegalai, and R. Arunmozhi, “Design and Implementation of Remote Monitoring System for Industrial Equipment Based on Internet of Things,” in ICCCI, Coimbatore, India, 2018, pp. 1–5.
[11] J. A. Faria, R. A. Vasconcelos, and F. Barros, “Energy Monitoring System for Industrial Machine Tools: An IoT Approach,” Procedia CIRP, no. 107, pp. 828–833, 2022.
[12] V. Gungor, C. Sahin, and T. Ergut, “Smart grid technologies: Communication technologies and standards,” IEEE Trans. Ind. Informatics, vol. 7, no. 4, pp. 529–539, 2013.
[13] J. Lee, E. Lapira, B. Bagheri, and H. A. Kao, “(). Recent advances and trends in predictive manufacturing systems in big data environment,” Manuf. Lett., vol. 1, no. 1, pp. 38–41, 2013.
[14] M. U. Ali, S. Abbas, and E. Felemban, “A comprehensive survey on enabling IoT technologies and protocols for smart manufacturing,” J. Ind. Inf. Integr., vol. 20, 2020.
[15] S. Nallusamy and R. Duraisamy, “Enhancement of Overall Equipment Effectiveness Using IoT Based Monitoring System in Manufacturing Industry,” Int. J. Eng. Res. Africa, vol. 34, pp. 230–238, 2018.
[16] D. Wu, D. W. Rosen, L. Wang, and D. Schaefer, “Cloud-based design and manufacturing: A new paradigm in digital manufacturing and design innovation,” Comput. Des., no. 59, pp. 1–14, 2015.
[17] S. ITEAD, “Non-invasive AC Current Sensor (TA12-100),” https://www.itead.cc/non-invasive-ac-current-sensor-ta12-100.html. 2013.
[18] M. F. Wicaksono, “Implementasi Modul WiFi NodeMCU ESP8266 untuk Smart Home,” J. Teknol. Komput., vol. 6, no. 1, pp. 9–14, 2017.
[19] F. Wicaksono, M, “Implementasi Modul Wifi Nodemcu Esp8266 Untuk Smart Home,” J. T. Komput., vol. 6, no. 1, pp. 9–14, 2017.
[20] M. Ali, A. Rehman, and U. Khan, “IoT based smart home automation system using NodeMCU ESP8266 and Blynk,” Int. J. Adv. Comput. Sci. Appl., vol. 11, no. 2, pp. 310–316, 2020.
[21] S. Rani and R. Chauhan, “Implementation of IoT based smart energy meter using NodeMCU ESP8266,” Int. J. Eng. Res. Technol., vol. 8, no. 6, pp. 1191–1195, 2019.
[22] R. Mahajan and V. Kale, K, “Design and development of low-cost real-time clock-based data logger using DS3231 and Arduino,” Int. J. Eng. Res. Technol., vol. 10, no. 5, pp. 700–703, 2021.
[23] M. Rahman, M and S. Hossain, M, “Temperature compensated real-time clock implementation using DS3231 module,” in International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019, pp. 1–4.
[24] R. Patil and P. Koli, “IoT based smart agriculture monitoring system using Blynk platform,” in Materials Today: Proceedings, 47, 2021, pp. 3105–3109.
[25] A. Kumar, S., & Sharma, “Remote monitoring of air quality using IoT and Blynk platform,” Int. J. Sci. Technol. Res., vol. 9, no. 3, pp. 4824–4828, 2020.