Differential privacy techniques for cyber physical systems: A survey

MU Hassan, MH Rehmani… - … Communications Surveys & …, 2019 - ieeexplore.ieee.org
Modern cyber physical systems (CPSs) has widely being used in our daily lives because of
development of information and communication technologies (ICT). With the provision of …

Non-intrusive load monitoring: A review

PA Schirmer, I Mporas - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The rapid development of technology in the electrical energy sector within the last 20 years
has led to growing electric power needs through the increased number of electrical …

NILM techniques for intelligent home energy management and ambient assisted living: A review

A Ruano, A Hernandez, J Ureña, M Ruano, J Garcia - Energies, 2019 - mdpi.com
The ongoing deployment of smart meters and different commercial devices has made
electricity disaggregation feasible in buildings and households, based on a single measure …

Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey

A Zoha, A Gluhak, MA Imran, S Rajasegarar - Sensors, 2012 - mdpi.com
Appliance Load Monitoring (ALM) is essential for energy management solutions, allowing
them to obtain appliance-specific energy consumption statistics that can further be used to …

NILMTK: An open source toolkit for non-intrusive load monitoring

N Batra, J Kelly, O Parson, H Dutta… - Proceedings of the 5th …, 2014 - dl.acm.org
Non-intrusive load monitoring, or energy disaggregation, aims to separate household
energy consumption data collected from a single point of measurement into appliance-level …

Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review

S Dash, NC Sahoo - Electric Power Systems Research, 2022 - Elsevier
Appliance energy consumption tracking in a building is one of the vital enablers of energy
and cost saving. An economical and viable solution would be to estimate individual …

[PDF][PDF] Blued: A fully labeled public dataset for event-based nonintrusive load monitoring research

A Filip - 2nd workshop on data mining applications in …, 2011 - inferlab.org
The problem of estimating the electricity consumption of individual appliances in a building
from a limited number of voltage and/or current measurements in the distribution system has …

Transfer learning for multi-objective non-intrusive load monitoring in smart building

D Li, J Li, X Zeng, V Stankovic, L Stankovic, C ** countries coupled with explosion in construction of
high rising buildings and the high power usage in them calls for conservation and efficient …