Concepedia

Integrating data decomposition and machine learning methods: An empirical proposition and analysis for renewable energy generation forecasting

Song Ding, Huahan Zhang, Zui Tao, Ruojin Li

Expert Systems with Applications · 2022 · 53 citations · 45 references

Concepts

ComputingComputer ScienceData ScienceForecastingMachine LearningTime Series AnalysisEnergy Demand ForecastingEnsemble MethodsForecasting For Renewable GenerationForecasting MethodsRenewable EnergyTime Series ForecastingData-driven Energy ModelingMachine Learning For Smart GridsMachine Learning-based Power EstimationRenewable Energy ForecastingRenewable ForecastingWind Power Forecasting

References

45

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Grey Wolf Optimizer

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Seyed Mohammad Mirjalili et al. · Advances in Engineering Software · 2014 · 18.4K citations · Full text

Comparing Predictive Accuracy

Francis X. Diebold, Roberto S. Mariano · Journal of Business and Economic Statistics · 1995 · 4.8K citations

Public Health, Economics, Causal Inference +15

STL : A Seasonal-Trend Decomposition Procedure Based on Loess

R. B. Cleveland · Medical Entomology and Zoology · 1990 · 2.3K citations

Computing, Earth Sciences, Time Series Analysis +6

Dynamic impact of trade policy, economic growth, fertility rate, renewable and non-renewable energy consumption on ecological footprint in Europe

Andrew Adewale Alola, Samuel Asumadu Sarkodie · The Science of The Total Environment · 2019 · 830 citations · Full text

Social Sciences, Environmental Policy, Environmental Sciences +17