Concepedia

Time series prediction for output of multi-region solar power plants

Jianqin Zheng, Haoran Zhang, Yuanhao Dai, Bohong Wang, Taicheng Zheng, Qi Liao, Yongtu Liang, Fengwei Zhang, Xuan Song

Applied Energy · 2019 · 146 citations · 41 references

Concepts

ComputingEarth SciencesForecastingRenewable Energy SystemsTime Series AnalysisForecasting For Renewable GenerationMultivariate ForecastingRenewable EnergySolar RadiationTime Series ForecastingTime Series PredictionIrradiance Time Series AnalysisPower Output ModelingRegional Output ForecastingRenewable Energy ForecastingSolar Power Forecasting

References

41

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Bidirectional LSTM with attention mechanism and convolutional layer for text classification

Gang Liu, Jiabao Guo · Neurocomputing · 2019 · 1.1K citations

Computing, Computer Science, Computational Linguistics +15

Solar forecasting methods for renewable energy integration

Rich H. Inman, Hugo T.C. Pedro, Carlos F.M. Coimbra · Progress in Energy and Combustion Science · 2013 · 1K citations

Agriculture, Earth Sciences, Forecasting +13

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

Predicting solar radiation at high resolutions: A comparison of time series forecasts

Gordon Reikard · Solar Energy · 2008 · 645 citations

Natural Sciences, Earth Sciences, Meteorology +16