Concepedia

Deep autoencoder with localized stochastic sensitivity for short-term load forecasting

Ting Wang, Chun Sing Lai, Wing W. Y. Ng, Keda Pan, Mingyang Zhang, Alfredo Vaccaro, Loi Lei Lai

International Journal of Electrical Power & Energy Systems · 2021 · 27 citations · 49 references

Open access

Concepts

ComputingComputer ScienceForecastingMachine LearningTime Series AnalysisDeep LearningLoad AnalysisLoad ForecastingReal-time ForecastingShort-term ForecastingTime Series ForecastingAutoencodersConvolutional Forecasting ModelsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingLoad Pattern AnalysisShort-term Load Forecasting

References

49

Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network

Weicong Kong, Zhao Yang Dong, Youwei Jia et al. · IEEE Transactions on Smart Grid · 2017 · 2.5K citations

Computing, Data Science, Forecasting +16

Using bias-corrected reanalysis to simulate current and future wind power output

Iain Staffell, Stefan Pfenninger · Energy · 2016 · 1.5K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16

The National Solar Radiation Data Base (NSRDB)

Manajit Sengupta, Yu Xie, Anthony Lopez et al. · Renewable and Sustainable Energy Reviews · 2018 · 1.4K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

ARMA based approaches for forecasting the tuple of wind speed and direction

Ergin Erdem, Jing Shi · Applied Energy · 2010 · 906 citations

Natural Sciences, Meteorology, Forecasting +10

Short-Term Load Forecasting With Deep Residual Networks

Kunjin Chen, Kunlong Chen, Qin Wang et al. · IEEE Transactions on Smart Grid · 2018 · 672 citations

Computing, Computer Science, Electrical Engineering +17