Concepedia

A hybrid deep learning model for short-term PV power forecasting

Pengtao Li, Kaile Zhou, Xinhui Lu, Shanlin Yang

Applied Energy · 2019 · 498 citations · 42 references

Concepts

AgricultureData ScienceForecastingMachine LearningRenewable Energy SystemsDeep LearningForecasting For Renewable GenerationReal-time ForecastingRenewable EnergyShort-term ForecastingSolar Photovoltaic SystemsDeep Learning For ForecastingDeep Learning-based ForecastingPhotovoltaic Power ForecastingRenewable Energy ForecastingSolar Power Forecasting

References

42

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Solar energy: Potential and future prospects

Ehsanul Kabir, Pawan Kumar, Sandeep Kumar et al. · Renewable and Sustainable Energy Reviews · 2017 · 2.4K citations

Natural Sciences, Materials Science, Energy Materials +13

Learning to forget: continual prediction with LSTM

Felix A. Gers · 1999 · 2.4K citations

Computing, Computer Science, Machine Learning +9

Deep Learning for Household Load Forecasting—A Novel Pooling Deep RNN

Heng Shi, Minghao Xu, Ran Li · IEEE Transactions on Smart Grid · 2017 · 1.1K citations · Full text

Computing, Computer Science, Data Science +16

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

Xiangyun Qing, Yugang Niu · Energy · 2018 · 932 citations

Natural Sciences, Earth Sciences, Meteorology +12