Electricity load forecasting: a systematic review
IK Nti, M Teimeh, O Nyarko-Boateng… - Journal of Electrical …, 2020 - Springer
The economic growth of every nation is highly related to its electricity infrastructure, network,
and availability since electricity has become the central part of everyday life in this modern …
and availability since electricity has become the central part of everyday life in this modern …
Dynamic correlated effects of electricity prices, biomass energy, and technological innovation in Tunisia's energy transition
The current paper reviews the interconnectedness between electricity prices, economic
growth, natural gas consumption, biomass energy and technological innovation in Tunisia …
growth, natural gas consumption, biomass energy and technological innovation in Tunisia …
How energy consumption, industrial growth, urbanization, and CO2 emissions affect economic growth in Pakistan? A novel dynamic ARDL simulations approach
Pakistan has been confronting economic challenges for two decades due to many factors
such as the electricity crisis, among others. It is therefore essential to identify such factors …
such as the electricity crisis, among others. It is therefore essential to identify such factors …
Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads
Z Zhang, WC Hong - Knowledge-Based Systems, 2021 - Elsevier
Accurate electric load forecasting is critical in guaranteeing the efficiency of the load
dispatch and supply by a power system, which prevents the wasting of electricity and …
dispatch and supply by a power system, which prevents the wasting of electricity and …
Revisiting electricity consumption, price, and real GDP: A modified sectoral level analysis from Pakistan
A sustainable energy mix leads to stable and long-term economic goals in which sectors
play an essential role. Therefore, the study explores the relationship between electricity …
play an essential role. Therefore, the study explores the relationship between electricity …
[HTML][HTML] Energy crisis, firm profitability, and productivity: An emerging economy perspective
Energy shortage has a significant effect on businesses in developing countries. To
overcome energy crises, such countries are adopting different strategies in their industrial …
overcome energy crises, such countries are adopting different strategies in their industrial …
Residential electricity consumption behavior: Influencing factors, related theories and intervention strategies
Z Guo, K Zhou, C Zhang, X Lu, W Chen… - … and Sustainable Energy …, 2018 - Elsevier
The proportion of residential electricity consumption in the total energy consumption has
increased rapidly in the past decades all over the world. It is becoming increasingly …
increased rapidly in the past decades all over the world. It is becoming increasingly …
Conventional models and artificial intelligence-based models for energy consumption forecasting: A review
Conventional models and artificial intelligence (AI)-based models have been widely applied
for energy consumption forecasting over the past decades. This paper reviews conventional …
for energy consumption forecasting over the past decades. This paper reviews conventional …
Forecasting China's electricity consumption using a new grey prediction model
A modified grey prediction model is employed to accurately forecast China's overall and
industrial electricity consumption. To this end, a novel optimized grey prediction model …
industrial electricity consumption. To this end, a novel optimized grey prediction model …
[HTML][HTML] A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
Predicting electricity demand data is considered an essential task in decisions taking, and
establishing new infrastructure in the power generation network. To deliver a high-quality …
establishing new infrastructure in the power generation network. To deliver a high-quality …