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June 7, 2026Open Access

Design and Implementation of a Low-Cost IoT-Based Smart Energy Monitoring System

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Authors

ASAditya SinghMSMukund SinghMRManjunatha Prasad R

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Overview

Randomized trial shows reliable energy monitoring in households, suggesting an affordable approach for energy management.

Key Points

  • To design and implement a low-cost smart energy monitoring system for residential use.
  • Developed an IoT-based system using ESP32 microcontroller and sensors for voltage and current measurements.
  • Evaluated the system on four household appliances with power usage from 10 W to 1000 W.
  • Measured mean absolute percentage error (MAPE) for performance assessment.
  • Achieved mean absolute percentage error (MAPE) below 5% for all tested household appliances.
  • Total hardware cost was under $15 USD, significantly cheaper than commercial options.

Cite This Study

Singh et al. (2026) studied this question.

synapsesocial.com/papers/6a250cd27def13d035e1cfe6https://doi.org/10.5281/zenodo.20556796
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Smart Power Monitoring System For Home Appliances2026
  2. 2Development of a Low Cost IoT Based Energy Monitoring System for Smart Urban Buildings in Developing Countries2026
  3. 3Smart Watt-IoT Solution for Electricity Usage Monitoring2025
  4. 4Design and Implementation of an Energy Consumption Monitoring System2025
  5. 5Design and Development of Low Cost IoT Based Energy Optimising Meter for Home Application2024 · 6 citations