Development of an Automated IoT-based System for Monitoring and Control of Electrical Energy Consumption
DOI:
https://doi.org/10.18372/1990-5548.89.21487Keywords:
internet of things, energy monitoring, energy management, embedded systems, ESP32, HLW8032, cloud platform, automatic control systemsAbstract
The article addresses the problem of monitoring and control of electrical energy consumption using Internet of Things technologies. A conceptual architecture of an automated system integrating electrical parameter measurement devices, microcontroller-based control, wireless communication technologies, cloud services, and remote load management mechanisms is proposed. Existing energy monitoring solutions are analyzed, and their major limitations related to insufficient integration of automatic control functions, high deployment costs, and dependence on proprietary platforms are identified. The general system architecture and automation structure are developed based on a closed-loop control system with negative feedback. The residential electrical network is considered as the controlled object, while active power consumption is selected as the controlled variable. A measurement subsystem based on the HLW8032 energy metering integrated circuit is proposed for real-time acquisition of voltage, current, power, and energy consumption parameters. Algorithms for data acquisition, transmission, processing, and automated load disconnection under overload conditions are developed. The proposed approach can be applied to the development of intelligent energy management systems for residential and small-scale commercial applications. Experimental validation and performance evaluation of the developed system are considered as subjects of future research.
References
[1] M. Gupta, “Global Electricity Demand Set to Grow 3.6 Percent Annually as Solar Drives Energy Transition: IEA Report,” SolarQuarter, Feb. 2026. Available: https://solarquarter.com/2026/02/11/global-electricity-demand-set-to-grow-3-6-percent-annually-as-solar-drives-energy-transition-iea-report/
[2] International Energy Agency (IEA), Electricity 2025. Available: https://www.iea.org/reports/electricity-2025
[3] CountryEconomy, “Ukraine – Electricity Consumption,” 2025. Available: https://countryeconomy.com/energy-and-environment/electricity-consumption/ukraine
[4] Ministry of Energy of Ukraine, “Tariffs and Prices,” 2026. Available: https://www.mev.gov.ua/storinka/taryfy-ta-tsiny
[5] V. C. Gungor, D. Sahin, T. Kocak, S. Ergut, C. Buccella, C. Cecati, and G. P. Hancke, “Smart Grid Technologies: Communication Technologies and Standards,” IEEE Transactions on Industrial Informatics, vol. 7, no. 4, pp. 529–539, 2011. https://doi.org/10.1109/TII.2011.2166794
[6] R. Minerva, A. Biru, and D. Rotondi, “Towards a Definition of the Internet of Things (IoT),” IEEE Internet Initiative, 2015, 86 p.
[7] A. Botta, W. De Donato, V. Persico, and A. Pescapé, “Integration of Cloud Computing and Internet of Things: A Survey,” Future Generation Computer Systems, vol. 56, pp. 684–700, 2016. https://doi.org/10.1016/j.future.2015.09.021
[8] T. Tabassum, S. A. Hossain, M. A. Rahman, M. F. Alhamid, and M. A. Hossain, “An Efficient Key Management Technique for the Internet of Things,” Sensors, vol. 20, no. 7, Art. no. 2049, 2020. https://doi.org/10.3390/s20072049
[9] P. Borra, “Impact and Innovations of Azure IoT: Current Applications, Services, and Future Directions,” International Journal of Recent Technology and Engineering, vol. 13, no. 2, pp. 21–26, 2024. https://doi.org/10.35940/IJRTE.B8111.13020724
[10] P. O. Ajiboye, K. O. B. O. Agyekum, and E. A. Frimpong, “Privacy and Security of Advanced Metering Infrastructure (AMI) Data and Network: A Comprehensive Review,” Journal of Engineering and Applied Science, vol. 71, Art. no. 91, 2024. https://doi.org/10.1186/s44147-024-00422-w
[11] T. F. Anthony and F. M. Dahunsi, “Survey on Wi-Fi and Cellular Communication Technology for Advanced Metering Infrastructure (AMI) in a Developing Economy,” The African Journal of Information Systems, vol. 15, no. 4, 2023.
[12] O. Kebotogetse, R. Samikannu, and A. Yahya, “Review of Key Management Techniques for Advanced Metering Infrastructure,” International Journal of Distributed Sensor Networks, vol. 17, no. 10, 2021. https://doi.org/10.1177/15501477211041541
[13] S. Karthikeyan and P. T. V. Bhuvaneswari, “IoT Based Real-Time Residential Energy Meter Monitoring System,” 2017 Trends in Industrial Measurement and Automation (TIMA), IEEE, 2017, pp. 1–5. https://doi.org/10.1109/TIMA.2017.8064790
[14] M. O. Agyeman, Z. Al-Waisi, and I. Hoxha, “Design and Implementation of an IoT-Based Energy Monitoring System for Managing Smart Homes,” 2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC), IEEE, 2019, pp. 253–258. https://doi.org/10.1109/FMEC.2019.8795363
[15] M. R. Hasan, E. Hossain, H. M. R. Faruque, and T. Sultan, “IoT Based Smart Energy Management in Residential Applications,” 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), IEEE, 2019, pp. 1–6. https://doi.org/10.1109/ICASERT.2019.8934523
[16] V. Marinakis and H. Doukas, “An Advanced IoT-Based System for Intelligent Energy Management in Buildings,” Sensors, vol. 18, no. 2, Art. no. 610, 2018. https://doi.org/10.3390/s18020610
[17] N. D. Chinnathambi, K. Nagappan, C. R. Samuel, and K. Tamilarasu, “Internet of Things-Based Smart Residential Building Energy Management System for a Grid-Connected Solar Photovoltaic-Powered DC Residential Building,” International Journal of Energy Research, vol. 46, no. 2, pp. 1497–1517, 2022. https://doi.org/10.1002/er.7264
[18] F. Condon, J. M. Martínez, A. M. Eltamaly, Y.-C. Kim, and M. A. Ahmed, “Design and Implementation of a Cloud-IoT-Based Home Energy Management System,” Sensors, vol. 23, no. 1, Art. no. 176, 2023. https://doi.org/10.3390/s23010176
[19] B. V. Lishchyna and O. A. Povshenko, “Automated System for Measuring and Monitoring Energy Consumption Based on Internet of Things Technologies,” in Proceedings of the XXI All-Ukrainian Scientific and Practical Conference ‘Efficiency and Automation of Engineering Solutions in Instrument Engineering’, Kyiv, Ukraine, Dec. 10–11, 2025, pp. 170–172.
[20] National Energy and Utilities Regulatory Commission of Ukraine (NEURC), “Resolution on Approval of Amendments to Certain NEURC Resolutions,” Mar. 17, 2021. Available: https://www.nerc.gov.ua/acts/pro-zatverdzhennya-zmin-do-deyakikh-postanov-nkrekp-8
[21] eEnergy, “Electricity Consumption Calculation,” 2018. Available: https://eenergy.com.ua/korysni-porady/rozrahunok-spozhyvannya-elektroenergiyi/
[22] ESPHome, “HLW8032 Power Sensor Documentation.” Available: https://esphome.io/components/sensor/hlw8032/
[23] Hiliwei Technology, HLW8032 Energy Metering IC Datasheet. Available: https://datasheet.lcsc.com/lcsc/2307271600_Hiliwei-Tech-HLW8032_C128023.pdf
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Олександр Андрійович Повшенко , Богдан Валентинович Ліщина, Ольга Ярославівна Паздрій

This work is licensed under a Creative Commons Attribution 4.0 International License.
The scientific journal “Electronics and control systems” adheres to the principles of Open Access and provides free, immediate, and permanent access to all published materials without financial, technical, or legal barriers for readers.
All articles are published in Open Access under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
Copyright
Authors who publish their works in the journal “Electronics and control systems”:
-
retain the copyright to their publications;
-
grant the journal the right of first publication of the article;
-
agree to the distribution of their materials under the CC BY 4.0 license;
-
have the right to reuse, archive, and distribute their works (including in institutional and subject repositories), provided that proper reference is made to the original publication in the journal.



