[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 …
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 …
Short term load forecasting based on feature extraction and improved general regression neural network model
Y Liang, D Niu, WC Hong - Energy, 2019 - Elsevier
Along with the deregulation of electric power market as well as aggregation of renewable
resources, short term load forecasting (STLF) has become more and more momentous …
resources, short term load forecasting (STLF) has become more and more momentous …
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 …
Ant lion optimization algorithm for renewable distributed generations
Renewable sources can provide a clean and smart solution to the increased demands.
Thus, Photovoltaic (PV) system and Wind Turbine (WT) are considered here as sources of …
Thus, Photovoltaic (PV) system and Wind Turbine (WT) are considered here as sources of …
Forecasting number of ISO 14001 certifications of selected countries: application of even GM (1, 1), DGM, and NDGM models
M Ikram, A Mahmoudi, SZA Shah, M Mohsin - Environmental Science and …, 2019 - Springer
The adaptability of ISO 14001 is considered as one of the most useful tools for
environmental sustainability and worldwide competitive advantage; however, the future of …
environmental sustainability and worldwide competitive advantage; however, the future of …
Forecasting energy demand in China and India: Using single-linear, hybrid-linear, and non-linear time series forecast techniques
Better forecasting energy demand in China and India can help those countries meet future
challenges caused by the changes in that demand, as well as inform future global energy …
challenges caused by the changes in that demand, as well as inform future global energy …
Improving the Bi-LSTM model with XGBoost and attention mechanism: A combined approach for short-term power load prediction
Y Dai, Q Zhou, M Leng, X Yang, Y Wang - Applied Soft Computing, 2022 - Elsevier
Short term power load forecasting plays an important role in the management and
development of power systems with a focus on the reduction in power wastes and economic …
development of power systems with a focus on the reduction in power wastes and economic …
An advanced framework for net electricity consumption prediction: Incorporating novel machine learning models and optimization algorithms
X Li, Z Wang, C Yang, A Bozkurt - Energy, 2024 - Elsevier
In recent years, the escalating demand for electric energy has underscored the need for
robust prediction models capable of accurately anticipating consumption patterns. The …
robust prediction models capable of accurately anticipating consumption patterns. The …
Short‐term power load forecasting based on multi‐layer bidirectional recurrent neural network
X Tang, Y Dai, T Wang, Y Chen - IET Generation, Transmission …, 2019 - Wiley Online Library
Accurate power load forecasting is of great significance to ensure the safety, stability, and
economic operation of the power system. In particular, short‐term power load forecasting is …
economic operation of the power system. In particular, short‐term power load forecasting is …