Electrical load forecasting models: A critical systematic review
Electricity forecasting is an essential component of smart grid, which has attracted
increasing academic interest. Forecasting enables informed and efficient responses for …
increasing academic interest. Forecasting enables informed and efficient responses for …
[PDF][PDF] Methods and models for electric load forecasting: a comprehensive review
Electric load forecasting (ELF) is a vital process in the planning of the electricity industry and
plays a crucial role in electric capacity scheduling and power systems management and …
plays a crucial role in electric capacity scheduling and power systems management and …
Energy models for demand forecasting—A review
Energy is vital for sustainable development of any nation–be it social, economic or
environment. In the past decade energy consumption has increased exponentially globally …
environment. In the past decade energy consumption has increased exponentially globally …
A systematic review of statistical and machine learning methods for electrical power forecasting with reported mape score
Electric power forecasting plays a substantial role in the administration and balance of
current power systems. For this reason, accurate predictions of service demands are needed …
current power systems. For this reason, accurate predictions of service demands are needed …
Deep learning in electrical utility industry: A comprehensive review of a decade of research
Smart-grid (SG) is a new revolution in the electrical utility industry (EUI) over the past
decade. With each moving day, some new advanced technologies are coming into the …
decade. With each moving day, some new advanced technologies are coming into the …
The shape of future electricity demand: Exploring load curves in 2050s Germany and Britain
T Boßmann, I Staffell - Energy, 2015 - Elsevier
National demand for electricity follows a regular and predictable daily pattern. This pattern is
set to change due to efficiency improvements, de-industrialisation and electrification of heat …
set to change due to efficiency improvements, de-industrialisation and electrification of heat …
Forecasting Indonesia's electricity load through 2030 and peak demand reductions from appliance and lighting efficiency
Indonesia's electricity demand is growing rapidly, driven by robust economic growth
combined with unprecedented urbanization and industrialization. Energy-efficiency …
combined with unprecedented urbanization and industrialization. Energy-efficiency …
Impacts of data preprocessing and selection on energy consumption prediction model of HVAC systems based on deep learning
Accurate energy consumption prediction is the basis of predictive control for heating,
ventilation and air conditioning (HVAC) systems. Data-driven models are widely used for …
ventilation and air conditioning (HVAC) systems. Data-driven models are widely used for …
Long-term forecasting of electrical loads in kuwait using prophet and holt–winters models
The rapidly increasing population growth and expansion of urban development are
undoubtedly two of the main reasons for increasing global energy consumption. Accurate …
undoubtedly two of the main reasons for increasing global energy consumption. Accurate …
Forecasting the load of electrical power systems in mid‐and long‐term horizons: a review
Load forecasting has always been an important part in the planning and operation of electric
utilities, ie both transmission and distribution companies. With technological advancement …
utilities, ie both transmission and distribution companies. With technological advancement …