Research Article

Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things

Volume: 12 Number: 1 May 30, 2025
TR EN

Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things

Abstract

In this study, the control and monitoring of 110 kW water motors in 4 water wells at different distances from each other, the monitoring of 500-ton water tanks and additionally the monitoring pH value of the rainwater log of a chemical factory have been carried out. In the application, 9 Raspberry Pi 3 embedded system boards based on the Industrial Internet of Things (IIoT) have been utilized. The sensor data have been taken with the developed analog digital converters (ADCs) and collected in the open-source InfluxDB database with embedded system cards. These data have been visualized in a computer setup the open-source supervisory control and data acquisition system (SCADA) Grafana software. Thus, the IIoT application of a large system has been fulfilled cost-effectively by using Raspberry Pi 3 embedded system boards, open-source InfluxDB and Grafana software.

Keywords

References

  1. Peter, O., Pradhan, A., & Mbohwa, C. (2023). Industrial internet of things (IIoT): opportunities, challenges, and requirements in manufacturing businesses in emerging economies. Procedia Computer Science, 217, 856-865.
  2. Khalil, R. A., Saeed, N., Masood, M., Fard, Y. M., Alouini, M. S., & Al-Naffouri, T. Y. (2021). Deep learning in the industrial internet of things: Potentials, challenges, and emerging applications. IEEE Internet of Things Journal, 8(14), 11016-11040.
  3. Ahmad, T., & Zhang, D. (2021). Using the internet of things in smart energy systems and networks. Sustainable Cities and Society, 68, 102783.
  4. Kun, X., Wang, Z., Zhou, Z., & Qi, W. (2021). Design of industrial internet of things system based on machine learning and artificial intelligence technology. Journal of Intelligent & Fuzzy Systems, 40(2), 2601-2611.
  5. Zayed, S. M., Attiya, G., El-Sayed, A., Sayed, A., & Hemdan, E. E. D. (2023). An Efficient Fault Diagnosis Framework for Digital Twins Using Optimized Machine Learning Models in Smart Industrial Control Systems. International Journal of Computational Intelligence Systems, 16(1), 69.
  6. Hafeez, T., Xu, L., & Mcardle, G. (2021). Edge intelligence for data handling and predictive maintenance in IIOT. IEEE Access, 9, 49355-49371.
  7. Valeske, B., Osman, A., Römer, F., & Tschuncky, R. (2020). Next generation NDE sensor systems as IIoT elements of industry 4.0. Research in Nondestructive Evaluation, 31(5-6), 340-369.
  8. Cakir, M., Guvenc, M. A., & Mistikoglu, S. (2021). The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system. Computers & Industrial Engineering, 151, 106948.

Details

Primary Language

English

Subjects

Embedded Systems

Journal Section

Research Article

Publication Date

May 30, 2025

Submission Date

March 3, 2024

Acceptance Date

May 8, 2024

Published in Issue

Year 2025 Volume: 12 Number: 1

APA
Mamur, H., Şentürk, H., & Bhuiyan, M. R. A. (2025). Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi, 12(1), 70-80. https://doi.org/10.35193/bseufbd.1446441
AMA
1.Mamur H, Şentürk H, Bhuiyan MRA. Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi. 2025;12(1):70-80. doi:10.35193/bseufbd.1446441
Chicago
Mamur, Hayati, Harun Şentürk, and Mohammad Ruhul Amin Bhuiyan. 2025. “Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and PH Value in Industrial Areas Based on Industrial Internet of Things”. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 12 (1): 70-80. https://doi.org/10.35193/bseufbd.1446441.
EndNote
Mamur H, Şentürk H, Bhuiyan MRA (May 1, 2025) Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 12 1 70–80.
IEEE
[1]H. Mamur, H. Şentürk, and M. R. A. Bhuiyan, “Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things”, Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi, vol. 12, no. 1, pp. 70–80, May 2025, doi: 10.35193/bseufbd.1446441.
ISNAD
Mamur, Hayati - Şentürk, Harun - Bhuiyan, Mohammad Ruhul Amin. “Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and PH Value in Industrial Areas Based on Industrial Internet of Things”. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 12/1 (May 1, 2025): 70-80. https://doi.org/10.35193/bseufbd.1446441.
JAMA
1.Mamur H, Şentürk H, Bhuiyan MRA. Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi. 2025;12:70–80.
MLA
Mamur, Hayati, et al. “Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and PH Value in Industrial Areas Based on Industrial Internet of Things”. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi, vol. 12, no. 1, May 2025, pp. 70-80, doi:10.35193/bseufbd.1446441.
Vancouver
1.Hayati Mamur, Harun Şentürk, Mohammad Ruhul Amin Bhuiyan. Application of Monitoring and Controlling of Water Storage Tanks, Pumps, and pH Value in Industrial Areas Based on Industrial Internet of Things. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi. 2025 May 1;12(1):70-8. doi:10.35193/bseufbd.1446441