A Lifestyle Monitoring System for Older Adults Living Independently Using Low-Resolution Smart Meter Data

BM Mathunjwa, YF Chen, TC Tsai, YL Hsu - Sensors, 2024 - mdpi.com
Background: Monitoring the lifestyles of older adults helps promote independent living and
ensure their well-being. The common technologies for home monitoring include wearables …

Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring

Á Hernández, L de Diego, D Pizarro… - … on Metrology for …, 2023 - ieeexplore.ieee.org
Population ageing is becoming a key social issue in recent decades, particularly in Western
countries, where this fact, together with the increase of life expectancy, has posed a …

Ageing safely in the digital era: A new unobtrusive activity monitoring framework leveraging on daily interactions with hand-operated appliances

H Bousbiat, G Leitner, W Elmenreich - Sensors, 2022 - mdpi.com
Supporting the elderly to maintain their independence, safety, and well-being through Active
Assisted Living (AAL) technologies, is gaining increasing momentum. Recently, Non …

Prospects of appliance-level load monitoring in off-the-shelf energy monitors: A technical review

AU Haq, HA Jacobsen - Energies, 2018 - mdpi.com
The smart grid initiative has encouraged utility companies worldwide to roll-out new and
smarter versions of energy meters. Before an extensive roll-out, which is both labor-intensive …

Sustainable homecare monitoring system by sensing electricity data

JM Alcala, J Urena, A Hernandez… - IEEE Sensors …, 2017 - ieeexplore.ieee.org
The ageing of the population has raised the interest in homecare monitoring systems and
assisted living in recent years. Most studies pursue non-intrusiveness and scalability to meet …

An advanced smart home energy management system considering identification of ADLs based on non-intrusive load monitoring

YH Lin - Electrical Engineering, 2022 - Springer
The key advantage of power utility-owned smart meters over rotating-disc meters is the
ability of transmitting electrical energy consumption data to power utilities' remote data …

Nonintrusive load monitoring in residential households with low-resolution data

X Shi, H Ming, S Shakkottai, L Xie, J Yao - Applied Energy, 2019 - Elsevier
Detailed information on individual appliance consumption is beneficial for improving energy
efficiency and managing demand response. Nonintrusive load monitoring (NILM) aims to …

Using in-Home Monitoring Technology to Identify Deviations in Daily Routines Preceding Changes in Health Trajectory of Older Adults

M Yefimova - 2016 - escholarship.org
The boom of in-home monitoring technology offers unprecedented information about an
individual's interaction with the environment. A variety of low cost sensors can continuously …

Detecting activities of daily living with smart meters

J Clement, J Ploennigs, K Kabitzsch - … Living: 6. AAL-Kongress 2013 Berlin …, 2013 - Springer
Smart meters provide us new information to visualize, analyze, and optimize the energy
consumption of buildings, to enable demand-response optimizations, and to identify the …

Privacy by Design: Data-Saving Activity Estimation Using Room-Based Non-Intrusive Load Monitoring for Ambient Assisted Living

TA Kohl, M Lowin - 2024 - aisel.aisnet.org
Activity detection is crucial in enabling ambient assisted living (AAL). In this paper, we
propose the usage of room-based energy disaggregation for activity detection in AAL …