Research Article

Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels

Volume: 15 Number: 3 September 15, 2025
EN TR

Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels

Abstract

Instantaneous monitoring and control of liquid levels in ship tanks is vital for operational efficiency, vessel stability, and environmental safety. This study presents and evaluates the performance of an Internet of Things based prototype system designed for real-time liquid level management in maritime applications. The system integrates multiple ultrasonic sensors for level measurement, an ESP32 microcontroller for data processing and Wi-Fi transmission, and the Blynk mobile application for remote monitoring and pump/valve control. A local control unit consisting of an Arduino Uno, keypad, and LCD display provides redundancy and manual intervention with password protection. The study investigates system performance under static and dynamic conditions, especially in the presence of periodic mechanical and random manual vibrations. Findings show that using a moving average filter with optimized window sizes (e.g., 5, 7, or 9) significantly increases measurement accuracy, achieving over 99% accuracy in fill rate calculations under periodic vibration. Whereas random oscillations lower precision, increased filter windows increase stability, obtaining on average up to 98.6% accuracy. The results demonstrate the applicability of the system to reliable liquid level regulation on ships and show the importance of efficient signal filtering method to reduce vibration-induced errors, offering an innovative solution for maritime sector.

Keywords

Internet of Things, Liquid Level Control, Ultrasonic Sensor, Vessel Monitoring

Supporting Institution

TuBITAK

Project Number

1919B012409663

Thanks

This study was supported by The Scientific and Technological Research Council of Turkey (TÜBİTAK) under the 2209-A Program for Supporting Research Projects of Undergraduate Students, project number 1919B012409663. The authors would like to thank TÜBİTAK for its financial support and contribution to the research process.

References

  1. Abbod, A. A., & Zwyer, N. B. (2021). Using internet of things techniques to measure parameters of oil tanks. Journal of Petroleum Research and Studies, 11(1), 153-167.
  2. Bakar, C. (2015). Hasarsız stabilite kriterlerinin karşılaştırmalı değerlendirilmesi. Yüksek Lisans Tezi, Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, İstanbul.
  3. Bhookya, J., Kumar, M. V., Kumar, J. R., & Rao, A. S. (2022). Implementation of PID controller for liquid level system using mGWO and integration of IoT application. Journal of Industrial Information Integration, 28, 100368.
  4. Gondkar, S. S., Pardeshi, D. B., & William, P. (2022, May). Innovative system for water level management using IoT to prevent water wastage. In 2022 International conference on applied artificial intelligence and computing (ICAAIC) (pp. 1555-1558). IEEE.
  5. Hapsari, A. W., Prastowo, H., & Pitana, T. (2021). Real-Time Fuel Consumption Monitoring System Integrated With Internet Of Things (IOT). Kapal: Jurnal Ilmu Pengetahuan dan Teknologi Kelautan, 18(2), 88-100.
  6. Huque, M. T., Ghoduli, J. J., Pushon, S. M. R. R., Ekah, F. Z., Haque, E., & Shanto, S. A. (2023). Internet of Things (IoT) based Smart Water Tank Level Monitoring and Motor Pump Control System for Prevent Water Waste. International Research Journal of Engineering and Technology (IRJET), 10(6), 352-361.
  7. Olisa, S. C., Asiegbu, C. N., Olisa, J. E., Ekengwu, B. O., Shittu, A. A., & Eze, M. C. (2021). Smart two-tank water quality and level detection system via IoT. Heliyon, 7(8).
  8. Perumal, T., Sulaiman, M. N., & Leong, C. Y. (2015, October). Internet of Things (IoT) enabled water monitoring system. In 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE) (pp. 86-87). IEEE.
  9. Ray, P. P., Thapa, N., Dash, D., & De, D. (2019). Novel implementation of IoT based non-invasive sensor system for real-time monitoring of intravenous fluid level for assistive e-healthcare. Circuit World, 45(3), 109-123.
  10. Sachio, S., Noertjahyana, A., & Lim, R. (2018, December). IoT based water level control system. In 2018 3rd technology innovation management and engineering science international conference (TIMES-iCON) (pp. 1-5). IEEE.
APA
Sesli, E., Yaman, O., Gündoğu, E., & Aksoy, C. (2025). Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels. Karadeniz Fen Bilimleri Dergisi, 15(3), 1281-1305. https://doi.org/10.31466/kfbd.1695614
AMA
1.Sesli E, Yaman O, Gündoğu E, Aksoy C. Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels. KFBD. 2025;15(3):1281-1305. doi:10.31466/kfbd.1695614
Chicago
Sesli, Erhan, Oğuzhan Yaman, Enes Gündoğu, and Canan Aksoy. 2025. “Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels”. Karadeniz Fen Bilimleri Dergisi 15 (3): 1281-1305. https://doi.org/10.31466/kfbd.1695614.
EndNote
Sesli E, Yaman O, Gündoğu E, Aksoy C (September 1, 2025) Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels. Karadeniz Fen Bilimleri Dergisi 15 3 1281–1305.
IEEE
[1]E. Sesli, O. Yaman, E. Gündoğu, and C. Aksoy, “Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels”, KFBD, vol. 15, no. 3, pp. 1281–1305, Sept. 2025, doi: 10.31466/kfbd.1695614.
ISNAD
Sesli, Erhan - Yaman, Oğuzhan - Gündoğu, Enes - Aksoy, Canan. “Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels”. Karadeniz Fen Bilimleri Dergisi 15/3 (September 1, 2025): 1281-1305. https://doi.org/10.31466/kfbd.1695614.
JAMA
1.Sesli E, Yaman O, Gündoğu E, Aksoy C. Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels. KFBD. 2025;15:1281–1305.
MLA
Sesli, Erhan, et al. “Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels”. Karadeniz Fen Bilimleri Dergisi, vol. 15, no. 3, Sept. 2025, pp. 1281-05, doi:10.31466/kfbd.1695614.
Vancouver
1.Erhan Sesli, Oğuzhan Yaman, Enes Gündoğu, Canan Aksoy. Internet of Things Based Instant Liquid Level Monitoring and Control for Vessels. KFBD. 2025 Sep. 1;15(3):1281-305. doi:10.31466/kfbd.1695614