Smart Energy Meter with Analytical Insights
Keywords:
AC/DC measurement, Energy monitoring, Hybrid power system, Solar energy simulation, Sustainable energyAbstract
This paper presents the design and implementation of an energy monitoring system for hybrid power setups, aimed at tracking both AC and DC energy consumption with integrated solar energy simulation. The system is built around the ESP32 microcontroller, utilizing three PZEM-004T sensors for AC measurement and two INA226 sensors for DC monitoring from a Switched-Mode Power Supply (SMPS) and an Uninterruptible Power Supply (UPS). The SMPS simulates solar energy generation, enabling differential billing through discounted energy rates. A derived battery energy metric enhances monitoring precision.
Local visualization is achieved using a 20×4 LCD, while a browser-accessible web interface provides real-time energy data, usage insights (daily, monthly, yearly), and MQTT configuration for remote data transmission. Data logging is managed via the ESP32’s LittleFS file system. MQTT integration ensures compatibility with external platforms, and real-time data visualization is facilitated through Node-RED dashboards. These dashboards offer both simplified metrics for general users and detailed analytics for technical stakeholders.
The system supports dynamic billing by distinguishing between conventional and simulated renewable energy usage. Predictive forecasting aids in optimizing energy utilization. By promoting efficient energy management and solar energy simulation, this paper aligns with the United Nations Sustainable Development Goal of ensuring access to affordable, reliable, sustainable, and modern energy for all, specifically targeting increased renewable energy adoption and enhanced energy efficiency.
References
H. O. Garcés, J. Godoy, Giorgio Riffo, N. F. Sepúlveda, E. Espinosa, and M. A. Ahmed, “Development of an IoT-enabled smart electricity meter for real-time energy monitoring and efficiency,” Electronics, vol. 14, no. 6, pp. 1173–1173, Mar. 2025, doi: https://doi.org/10.3390/electronics14061173
R. F. Arago, “Revolutionizing home automation: A smart energy metering system infused with IoT technology and data analytics,” Journal of Electrical Systems, vol. 20, no. 7s, pp. 4115–4125, 2024, Available: https://journal.esrgroups.org/jes/article/view/4770
H. Malviya, V. Shukla, and S. S. Raghuwanshi, “IoT-enabled real-time smart energy meter”, International Journal for Research Trends and Innovation, vol. 8, no. 5, 2023. Available: https://www.ijrti.org/papers/IJRTI2305028.pdf
Jayaprakash R, Poovizhi P, Pavithra D, Vijaya Kumar T, Saranya R, and Muthamilselvan S, “RFID with IoT integrated smart energy meter monitoring and control system for efficient usage and billing,” pp. 354–361, Aug. 2024, doi: https://doi.org/10.1109/icoici62503.2024.10696671
M. I. Joha, M. S. Nazim, and M. I. Zubair, “Smart energy metering, control, and protection system for making a smart home using IoT,” 2023 26th International Conference on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh, 2023, pp. 1-6, doi: https://doi.org/10.1109/ICCIT60459.2023.10441201
P. Muralidharan, L. Nisaini, and U. Aishwarya, “IoT-based smart energy meter for power monitoring system using ESP8266,” International Research Journal of Education and Technology, 2023. Available: https://www.irjweb.com/viewarticle.php?aid=IOT-BASED-SMART-ENERGY-METER-FOR-POWER-MONITORING-SYSTEM-USING-ESP8266
R. A. Ahmed et al., “Internet of things-based robust green smart grid,” Computers, vol. 13, no. 7, pp. 169–169, Jul. 2024, doi: https://doi.org/10.3390/computers13070169
Imed Ben Dhaou, “Design and implementation of an internet-of-things-enabled smart meter and smart plug for home-energy-management system,” Electronics, vol. 12, no. 19, pp. 4041–4041, Sep. 2023, doi: https://doi.org/10.3390/electronics12194041
Y. M. Rind, M. H. Raza, M. Zubair, M. Q. Mehmood, and Y. Massoud, “Smart energy meters for smart grids, an internet of things perspective,” Energies, vol. 16, no. 4, p. 1974, Feb. 2023, doi: https://doi.org/10.3390/en16041974
G. Bendiab, K.-P. Grammatikakis, I. Koufos, N. Kolokotronis, and S. Shiaeles, “Advanced metering infrastructures: security risks and mitigation,” Proceedings of the 15th International Conference on Availability, Reliability and Security, Jul. 2020, Available: doi: https://doi.org/10.1145/3407023.3409312