Concepedia

Short-Term Electricity-Load Forecasting by deep learning: A comprehensive survey

Qi Dong, Rubing Huang, Chenhui Cui, Dave Towey, Ling Zhou, Jinyu Tian, Jianzhou Wang

Engineering Applications of Artificial Intelligence · 2025 · 53 citations · 231 references

Concepts

ComputingData ScienceElectrical EngineeringForecastingMachine LearningTime Series AnalysisDeep LearningDemand-side ManagementElectricity Load ManagementEnergy Demand ForecastingEnergy System ModelingLoad ForecastingBayesian Deep LearningDeep Learning For ForecastingDeep Learning For Time Series ForecastingElectric Load ForecastingElectricity Consumption ForecastingLoad Pattern AnalysisShort-term Load Forecasting

References

231

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Computing, Computer Science, Computer Vision +13