Accurate prediction of electricity demand is essential for planning, policy making and resource allocation in national level. In this manuscript, we applied a number of artificial intelligence methods to predict macro-scale electricity consumption rates in Iran. To this end, three socio-economic and three environmental factors were considered as inputs to the prediction models. We used data for the period 1967-2013 in order to predict the power demand in the years 2014-2018. Experimental results showed that the path coefficient analysis model with linear coefficients had the best performance among the models considered in this study. The outcome of this research can help the policy makers to better understand the mark needs
International audienceThe increasing global demand for electrical energy coupled with rise in cost o...
The price of electricity can be very unpredictable as it is determined by many different factors inc...
Energy has a strategic role in the economic and social development of countries. In the last few dec...
Energy is vital for the sustainable development of China. Accurate forecasts of annual energy demand...
Seasonal fluctuations in electricity consumption, an uneven load of supply lines reduce not only the...
This paper aimed at estimation of the per capita consumption of electricity in residential sector ba...
Electricity is a kind of energy that consumption increases rapidly. However, Electricity is used fro...
Electricity has become a major form of end use energy in present complex society. The influence of e...
This study presents a comprehensive review of the impact of artificial intelligence (AI) and machine...
This paper proposes a novel hybrid strategy based on intelligent approaches to forecast electricity ...
Due to various seasonal and monthly changes in electricity consumption and difficulties in modeling ...
Abstract: According to economical theories and views, energy is one of the main and the most import...
This paper shows the electrical load forecast problem solution for gas industry enterprises, taking ...
The forecast of electricity demand has been a recurrent research topic for decades, due to its econo...
Power demand forecasting is a significant factor in the planning and economic and secure operation o...
International audienceThe increasing global demand for electrical energy coupled with rise in cost o...
The price of electricity can be very unpredictable as it is determined by many different factors inc...
Energy has a strategic role in the economic and social development of countries. In the last few dec...
Energy is vital for the sustainable development of China. Accurate forecasts of annual energy demand...
Seasonal fluctuations in electricity consumption, an uneven load of supply lines reduce not only the...
This paper aimed at estimation of the per capita consumption of electricity in residential sector ba...
Electricity is a kind of energy that consumption increases rapidly. However, Electricity is used fro...
Electricity has become a major form of end use energy in present complex society. The influence of e...
This study presents a comprehensive review of the impact of artificial intelligence (AI) and machine...
This paper proposes a novel hybrid strategy based on intelligent approaches to forecast electricity ...
Due to various seasonal and monthly changes in electricity consumption and difficulties in modeling ...
Abstract: According to economical theories and views, energy is one of the main and the most import...
This paper shows the electrical load forecast problem solution for gas industry enterprises, taking ...
The forecast of electricity demand has been a recurrent research topic for decades, due to its econo...
Power demand forecasting is a significant factor in the planning and economic and secure operation o...
International audienceThe increasing global demand for electrical energy coupled with rise in cost o...
The price of electricity can be very unpredictable as it is determined by many different factors inc...
Energy has a strategic role in the economic and social development of countries. In the last few dec...