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Keyword

load forecasting

Description: The prediction of future electricity demand or energy consumption for power-system planning and operation.
OpenAlex ID: keywords/load-forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
2021 · Haoyi Zhou, Shanghang Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 7,657
96/01121 BP statistical review of world energy 1995
1996 · BP p.l.c. · Fuel and Energy Abstracts · 2,663
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
2018 · Guokun Lai, Wei-Cheng Chang, et al. · 2,326
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Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting
2021 · Wu, Haixu, Xu, Jiehui, et al. · arXiv (Cornell University) · 1,990
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A review on the prediction of building energy consumption
2012 · Hai-xiang Zhao, Frédéric Magoulès · Renewable and Sustainable Energy Reviews · 1,940
Predicting residential energy consumption using CNN-LSTM neural networks
2019 · Tae-Young Kim, Sung-Bae Cho · Energy · 1,472
Electric load forecasting using an artificial neural network
1991 · D.C. Park, M.A. El-Sharkawi, et al. · IEEE Transactions on Power Systems · 1,421
Probabilistic electric load forecasting: A tutorial review
2016 · Tao Hong, Shu Fan · International Journal of Forecasting · 1,411
Energy supply, its demand and security issues for developed and emerging economies
2006 · M ASIF, T MUNEER · Renewable and Sustainable Energy Reviews · 1,403
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
2018 · Yi Wang, Qixin Chen, et al. · IEEE Transactions on Smart Grid · 1,378
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Energy models for demand forecasting—A review
2011 · L. Suganthi, Anand A. Samuel · Renewable and Sustainable Energy Reviews · 1,192
Artificial neural networks in renewable energy systems applications: a review
2001 · Soteris A. Kalogirou · Renewable and Sustainable Energy Reviews · 1,156
Data Center Energy Consumption Modeling: A Survey
2015 · Miyuru Dayarathna, Yonggang Wen, et al. · IEEE Communications Surveys & Tutorials · 1,154
A critical review of comparative global historical energy consumption and future demand: The story told so far
2020 · Tanveer Ahmad, Dongdong Zhang · Energy Reports · 1,133
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Time Series Prediction Using Support Vector Machines: A Survey
2009 · Nicholas Sapankevych, Ravi Sankar · IEEE Computational Intelligence Magazine · 1,130
United States Data Center Energy Usage Report
2016 · Arman Shehabi, USDOE, et al. · 1,035
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A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings
2015 · Muhammad Qamar Raza, Abbas Khosravi · Renewable and Sustainable Energy Reviews · 1,028
Energy Management and Operational Planning of a Microgrid With a PV-Based Active Generator for Smart Grid Applications
2011 · Hristiyan Kanchev, Di Lu, et al. · IEEE Transactions on Industrial Electronics · 988
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A review on applications of ANN and SVM for building electrical energy consumption forecasting
2014 · A.S. Ahmad, M.Y. Hassan, et al. · Renewable and Sustainable Energy Reviews · 957
World Energy Outlook 2011
2011 · International Energy Agency · World energy outlook · 956
Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks
2007 · Geoffrey K.F. Tso, Kelvin K.W. Yau · Energy · 934
ARIMA Models to Predict Next-Day Electricity Prices
2002 · Javier Contreras, Rosario Espinola, et al. · IEEE Power Engineering Review · 928
Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †
2018 · Salah Bouktif, Ali Fiaz, et al. · Energies · 919
Applications of artificial neural-networks for energy systems
2000 · Soteris A. Kalogirou · Applied Energy · 910
Energy revolution: From a fossil energy era to a new energy era
2016 · Caineng Zou, Qun Zhao, et al. · Natural Gas Industry B · 865
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Works count: 45,920
Citation count: 435,900
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