صورة الغلاف

Machine Learning Regression Approach for Estimating Energy Consumption of Appliances in Smart Home

This paper attempts to use machine learning algorithms to estimate the energy consumption of appliances in a smart home environment. This work aims to promote awareness among smart home systems and users about their appliances' energy consumption and guide them toward energy-saving practices. T...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Husin N.S.I.M., Mostafa S.A., Jaber M.M., Gunasekaran S.S., Al-Shakarchi A.H., Abdulsattar N.F.
مؤلفون آخرون: 58581629000
التنسيق: Conference Paper
منشور في: Institute of Electrical and Electronics Engineers Inc. 2024
الموضوعات:
Appliances Energy Estimation
Energy Management
Machine Learning
Time Series Dataset
Automation
Data mining
Decision trees
Energy conservation
Energy management
Forecasting
Learning algorithms
Learning systems
Machine learning
Regression analysis
Time series
Appliance energy estimation
Energy estimation
Energy-consumption
Machine learning algorithms
Machine-learning
Smart homes
Three models
Time series dataset
Times series
Training and testing
Energy utilization
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