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Real-Time Energy Measurement for Non-Intrusive Well-Being Monitoring of Elderly People -- a Case Study

arXiv 2407.00524 ↗First posted 29 Jun 2024cs.CY cs.LG eess.SPcited by 0

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Abstract (arXiv)

This article presents a case study demonstrating a non-intrusive method for the well-being monitoring of elderly people. It is based on our real-time energy measurement system, which uses tiny beacons attached to electricity meters. Four participants aged 67-82 years took part in our study. We observed their electric power consumption for approx. a month, and then we analyzed them, taking into account the participants' notes on their activities. We created typical daily usage profiles for each participant and used anomaly detection to find unusual energy consumption. We found out that real-time energy measurement can give significant insight into someone's daily activities and, consequently, bring invaluable information to caregivers about the well-being of an elderly person, while being discreet and entirely non-intrusive.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 10 references that are in the map. First posted on arXiv 29 Jun 2024.

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References · 1

  1. 2024System for Measurement of Electric Energy Using Beacons with Optical Sensors and LoRaWAN Transmissioncited by 1

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