An Accuracy Assessment of an IoT-Based Monitoring System for Household Water Consumption in Estimating Volume and Usage Cost

Analisis Tingkat Akurasi Sistem Monitoring Konsumsi Air Rumah Tangga Berbasis IoT terhadap Estimasi Volume dan Biaya Pemakaian

Authors

  • Elsyea Adia Tunggadewi Universitas Airlangga
  • Sisca Dina Nur Nahdliyah Universitas Airlangga

DOI:

https://doi.org/10.21070/jeeeu.v9i2.1705

Keywords:

Water-Use Efficiency, Water Monitoring System, IoT, Smart Water Meter

Abstract

Water-use efficiency in the household sector is a crucial aspect in supporting the sustainability of water resources. Enhancing this efficiency requires a monitoring system capable of accurately measuring consumption volume and precisely estimating usage costs. A relevant approach in this context is the implementation of Internet of Things (IoT)-based technology, which enables real-time data acquisition and transmission through smart water meter devices. This study aims to evaluate the accuracy of an IoT-based household water consumption monitoring system in estimating usage volume and calculating cost. The method involves a comparison between actual water flow data and system measurements, as well as an analysis of the discrepancy between actual costs and cost estimates produced by the application. Experimental results indicate an average deviation of 9.12% between the actual and measured volume. In contrast, the cost estimation demonstrates a very high level of accuracy, with a maximum discrepancy of only IDR 1 compared to the actual cost. These findings indicate that the system performs reliably in estimating cost, although some inaccuracies remain in volume measurement. Overall, the system demonstrates considerable potential as an effective and sustainable technological solution to support household water consumption management.

References

[1] S. S. Siddula, P. Babu and P. C. Jain, "Water Level Monitoring and Management of Dams using IoT," 2018 3rd International Conference On Internet of Things: Smart Innovation and Usages (IoT-SIU), Bhimtal, India, 2018, pp. 1-5, doi: 10.1109/IoT-SIU.2018.8519843.

[2] S. Mehta and A. Singh, "Integrating IoT and AI for Holistic Water Quality Monitoring and Management," 2024 5th IEEE Global Conference for Advancement in Technology (GCAT), Bangalore, India, 2024, pp. 1-5, doi: 10.1109/GCAT62922.2024.10923899.

[3] R. Sharma, A. Shah, C. Bash, T. Christian and C. Patel, "Water efficiency management in datacenters: Metrics and methodology," 2009 IEEE International Symposium on Sustainable Systems and Technology, Tempe, AZ, USA, 2009, pp. 1-6, doi: 10.1109/ISSST.2009.5156773.

[4] M. Yang, G. Wu, S. Zhu and S. Li, "Study on reciprocal relationship among water amount-water quality-water efficiency based on the SWAT_WAQER model : —A case study of the Yulin catchment," 2021 7th International Conference on Hydraulic and Civil Engineering & Smart Water Conservancy and Intelligent Disaster Reduction Forum (ICHCE & SWIDR), Nanjing, China, 2021, pp. 247-254, doi: 10.1109/ICHCESWIDR54323.2021.9656345..

[5] P. B. Agarkar, A. V. Dange, T. K. Adhav, N. Sangle and N. D. Kapale, "Efficient Water Resource Management: An IoT-Based Smart Water Level Monitoring and Control System," 2023 4th International Conference on Computation, Automation and Knowledge Management (ICCAKM), Dubai, United Arab Emirates, 2023, pp. 1-5, doi: 10.1109/ICCAKM58659.2023.10449619.

[6] A. B. R, A. S. Kadam, A. Kulkarni and P. R. Sankpal, "IoT based Smart Water Meter for Water Management," 2023 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), Bengaluru, India, 2023, pp. 674-678, doi: 10.1109/IITCEE57236.2023.10091019.

[7] E. A. Tunggadewi, E. I. Agustin, and R. T. Yunardi, “A smart wearable device based on internet of things for the safety of children in online transportation,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 22, no. 2, pp. 708–716, Apr. 2021, doi: 10.11591/ijeecs.v22.i2.pp708-716.

[8] E. A. Tunggadewi, S. D. N. Nahdliyah, H. Prayitno, “Simulation of an IoT Based Smart System for Monitoring Hand Hygiene of Medical Personnel in Hospitals” International Journal of Computer, Networks Security and Information System, vol. 6, no. 1, pp. 1-7, Sep. 2024, doi: 10.33005/ijconsist.v6i1.

[9] A. Vrsalović, T. Perković, I. Andrić, M. A. Čuvić and P. Šolić, "IoT Deployment for Smart Building: Water Consumption Analysis," 2021 6th International Conference on Smart and Sustainable Technologies (SpliTech), Bol and Split, Croatia, 2021, pp. 01-05, doi: 10.23919/SpliTech52315.2021.9566437.

[10] B. S. Kumar, S. Ramalingam, S. Balamurugan, S. Soumiya and S. Yogeswari, "Water Management and Control Systems for Smart City using IoT and Artificial Intelligence," 2022 International Conference on Edge Computing and Applications (ICECAA), Tamilnadu, India, 2022, pp. 653-657, doi: 10.1109/ICECAA55415.2022.9936166.

[11] A.I. Pratama, E. A. Tunggadewi, Winarno “Internet Of Things Based Car Parking Monitoring Device Integrated with WEB Server” International Journal of Computer, Networks Security and Information System, vol. 6, no. 2, pp. 88-97, Mar. 2025, doi: https://doi.org/10.33005/ijconsist.v6i2.119 .

[12] R.T. Yunardi, E. Sutanto, A.A. Firdaus, E.A. Tunggadewi, H.A. Ali, S. Nurwahyuni “Leakage Current Monitoring for Electrical Loads Based on Internet of Things” 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 2021.

[13] I. Hanafi, F. Hunaini, D. Siswanto, “Monitoring And Control System Of Industrial Electric Motors Using The Internet Of Things (IoT)” Journal of Electrical and Electronics Engineering, pp 64-78, https://doi.org/10.21070/jeeeu.v7i1.1652.

[14] I. Musi, B. Widarto, M.F. Rahman, “Sistem Otomatisasi Perpindahan Sumber Daya Listrik Pln-Genset Berbasis Iot Dengan Mikrokontroler Esp32-Arduino”, Jurnal Teknik Elektro dan Informatika, pp 12-19, https://doi.org/10.30587/e-link.v20i2.

[15] S. Mehta and A. Aneja, "Smart Water Management in Agriculture: IoT Solutions for Reducing Water Consumption," 2024 2nd International Conference on Recent Trends in Microelectronics, Automation, Computing and Communications Systems (ICMACC), Hyderabad, India, 2024, pp. 19-23, doi: 10.1109/ICMACC62921.2024.10894488

[16] Iswanto, H. Fachrudin, D.U. Effendy, “Prototype Monitoring and Controlling of Wastewater Treatment Plant (WWTP) on IoT-Free Output Channels” Journal of Electrical and Electronic Engineering, vol.7, no. 1, pp. 40-63, Apr. 2023, doi: 10.21070/jeeeu.v7i1.1660

[17] R. Rediana and B. Pharmasetiawan, "Designing a business model for smart water management system with the smart metering system as a core technology: Case study: Indonesian drinking water utilities," 2017 International Conference on ICT For Smart Society (ICISS), Tangerang, Indonesia, 2017, pp. 1-6, doi: 10.1109/ICTSS.2017.8288862..

Downloads

Published

2025-10-31

Issue

Section

Electrical Engineering