A review on applications of ANN and SVM for building electrical energy consumption forecasting

AS Ahmad, MY Hassan, MP Abdullah… - … and Sustainable Energy …, 2014 - Elsevier
The rapid development of human population, buildings and technology application currently
has caused electric consumption to grow rapidly. Therefore, efficient energy management …

Forecasting energy consumption time series using machine learning techniques based on usage patterns of residential householders

JS Chou, DS Tran - Energy, 2018 - Elsevier
Energy consumption in buildings is increasing because of social development and
urbanization. Forecasting the energy consumption in buildings is essential for improving …

Study on machine learning based energy efficiency in developed countries

A Verma, Y Kumar - 2020 Fourth International Conference on I …, 2020 - ieeexplore.ieee.org
The increase in energy consumption has seen a huge bump in the past few decades. The
credit goes to extensive urbanization and globalization. Forecasting the amount of energy …