Shabbir, N., Vassiljeva, K., Hokmabad, H. N., Husev, O., Petlenkov, E., Belikov, J.

Comparative analysis of machine learning techniques for non-intrusive load monitoring

author

Shabbir, Noman

Vassiljeva, Kristina

Hokmabad, Hossein Nourollahi

Husev, Oleksandr

Petlenkov, Eduard

Belikov, Juri

statement of authorship

Noman Shabbir, Kristina Vassiljeva, Hossein Nourollahi Hokmabad, Oleksandr Husev, Eduard Petlenkov, Juri Belikov

source

Electronics

publisher

MDPI

journal volume number month

vol. 13, 8

year of publication

2024

pages

art. 1420

url

https://doi.org/10.3390/electronics13081420

subject term

energiatarbimine

energiatõhusus

tehisõpe

koormus (elektrotehnika)

sügavõpe

keyword

non-intrusive load monitoring (NILM)

load disaggregation

pattern recognition

machine learning (ML)

deep learning (DL)

ISSN

2079-9292

notes

Special Issue: Security and Privacy Evaluation of Machine Learning in Networks

Bibliogr.: 53 ref

Open Access

scientific publication

teaduspublikatsioon

classifier

1.1

Scopus

scopus

TTÜ department

elektroenergeetika ja mehhatroonika instituut

arvutisüsteemide instituut

tarkvarateaduse instituut

Targa linna tippkeskus

language

inglise

Shabbir, N., Vassiljeva, K., Hokmabad, H. N., Husev, O., Petlenkov, E., Belikov, J. Comparative analysis of machine learning techniques for non-intrusive load monitoring // Electronics (2024) vol. 13, 8, art. 1420. https://doi.org/10.3390/electronics13081420