Cover Image

Application of machine learning models to predict energy consumption in smart home systems

The article investigates the application of machine learning methods to forecast energy consumption in the con text of smart home systems. The research is based on the internationally renowned PSML (Power System Ma chine Learning) time series dataset, which includes information on electricity consum...

Full description

Saved in:
Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2025
Issue:3
Pages:29-38
ISSN:1727-4907
Author Affiliations:
  • V.O. Haidukevych — Institute of Software Systems NAS of Ukraine
  • A.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine
Keywords:оптимізація енергоспоживання, розумний дім, короткострокове прогнозування електроспоживання, розумний будинок, машинне навчання, енергоспоживання, модель машинного навчання, прогнозне керування моделлю, прогнозування, psml
Main Authors: Haidukevych, V.O., Doroshenko, A.Yu.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2025
Subjects:
machine learning
forecasting
smart home
energy optimization
PSML
UDC 004.4'24
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/856
Tags: Add Tag
No Tags, Be the first to tag this record!
Journal Title:Problems in programming
Download file: Pdf

Institution

Problems in programming

Internet

https://pp.isofts.kiev.ua/index.php/ojs1/article/view/856

Similar Items