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Keyword

electricity load

Description: The amount of electrical power demanded from an electricity system over a given period, relevant to grid operation and forecasting.
OpenAlex ID: keywords/electricity-load
Scenario reduction and scenario tree construction for power management problems
2004 · N. Growe-Kuska, H. Heitsch, et al. · 834
Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting
2017 · Xueheng Qiu, Ye Ren, et al. · Applied Soft Computing · 450
Forecasting the short-term demand for electricity
2000 · Georges A. Darbellay, Marek Slama · International Journal of Forecasting · 317
Load Forecasting via Deep Neural Networks
2017 · Wan He · Procedia Computer Science · 288
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Combined electricity-heat-cooling-gas load forecasting model for integrated energy system based on multi-task learning and least square support vector machine
2019 · Zhongfu Tan, Gejirifu De, et al. · Journal of Cleaner Production · 252
Enhanced short-term load forecasting with hybrid machine learning models: CatBoost and XGBoost approaches
2023 · Lijie Zhang, Dominik Jánošík · Expert Systems with Applications · 245
Electrical load-temperature CNN for residential load forecasting
2021 · Maryam Imani · Energy · 213
Hybrid filter–wrapper feature selection for short-term load forecasting
2015 · Zhongyi Hu, Yukun Bao, et al. · Engineering Applications of Artificial Intelligence · 201
Short-term load forecasting in smart grid: A combined CNN and K-means clustering approach
2017 · Xishuang Dong, Lijun Qian, et al. · IEEE International Conference on Big Data and Smart Computing (BigComp) · 194
Short‐term load forecasting of Australian National Electricity Market by an ensemble model of extreme learning machine
2013 · Rui Zhang, Zhao Yang Dong, et al. · IET Generation Transmission & Distribution · 193
The investigation of the major factors influencing plug-in electric vehicle driving patterns and charging behaviour
2014 · Elham Azadfar, Victor Sreeram, et al. · Renewable and Sustainable Energy Reviews · 185
Short term load forecasting based on phase space reconstruction algorithm and bi-square kernel regression model
2018 · Guo-Feng Fan, Li-Ling Peng, et al. · Applied Energy · 180
Short term power load forecasting using Deep Neural Networks
2017 · Ghulam Mohi Ud Din, Angelos K. Marnerides · 2012 International Conference on Computing, Networking and Communications (ICNC) · 170
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Short-Term Electric Load Forecasting Using Echo State Networks and PCA Decomposition
2015 · Filippo Maria Bianchi, Enrico De Santis, et al. · IEEE Access · 166
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Multi-Model Fusion Short-Term Load Forecasting Based on Random Forest Feature Selection and Hybrid Neural Network
2021 · Yi Xuan, Weiguo Si, et al. · IEEE Access · 127
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A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor
2023 · Mao Tan, Chengchen Liao, et al. · Applied Energy · 112
A multiple time series-based recurrent neural network for short-term load forecasting
2017 · Bing Zhang, Jhen-Long Wu, et al. · Soft Computing · 89
Multimodal Feature Extraction and Fusion Deep Neural Networks for Short-Term Load Forecasting
2020 · Zhengmin Kong, Chenggang Zhang, et al. · IEEE Access · 84
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Trends in energy load demand for Athens, Greece: weather and non-weather related factors
2006 · C Giannakopoulos, BE Psiloglou · Climate Research · 80
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A study on the factors simultaneously affecting visual comfort in classrooms: A structural equation modeling approach
2021 · Maryam Fakhari, Vida Vahabi, et al. · Energy and Buildings · 79
An improved feature-time Transformer encoder-Bi-LSTM for short-term forecasting of user-level integrated energy loads
2023 · Qin Yan, Zhiying Lu, et al. · Energy and Buildings · 77
Multifractal detrended cross-correlation analysis for power markets
2013 · Fang Wang, Gui-ping Liao, et al. · Nonlinear Dynamics · 75
Short-term Forecasting of the Abu Dhabi Electricity Load Using Multiple Weather Variables
2015 · Luiz Friedrich, Afshin Afshari · Energy Procedia · 74
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Short-term Load Forecasting of Multi-Energy in Integrated Energy System Based on Multivariate Phase Space Reconstruction and Support Vector Regression Mode
2022 · Haoming Liu, Yu Tang, et al. · Electric Power Systems Research · 71
Forecasting Plug-In Electric Vehicle Sales and the Diurnal Recharging Load Curve
2014 · Zhaoyang Duan, Brittni Gutierrez, et al. · IEEE Transactions on Smart Grid · 65
Works count: 610
Citation count: 7,052
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