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April 28, 20260 citationsOpen Access

Design And Implementation Of A Human Forgetfulness Prevention System

Human Forgetfulness Prevention System (Hfps)

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Authors

HGHimanshu GawaliAKAkash KaraleJKJayesh Kapade

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Overview

Randomized trial shows improved safety and reduced energy waste in households, suggesting enhanced living standards.

Key Points

  • This research aims to develop a system that reduces hazards caused by human forgetfulness, especially related to household appliances.
  • Design and implementation of the Human Forgetfulness Prevention System (HFPS) with sensors and microcontroller-based automation.
  • Monitoring of appliance usage to detect inactivity or unsafe conditions with subsequent alerts.
  • Automatic shutdown of appliances when hazards are detected to enhance safety.
  • HFPS effectively reduces incidents of leaving appliances switched ON, improving safety.
  • Time-sensitive alerts are issued to users with high accuracy in detecting hazards.
  • The system demonstrates significant energy savings by preventing unnecessary appliance usage.

Cite This Study

Gawali et al. (2026) studied this question.

synapsesocial.com/papers/69f04e9b727298f751e72882https://doi.org/10.5281/zenodo.19789790
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