Concepedia

Deep learning neural networks for short-term photovoltaic power forecasting

A. Mellit, Alessandro Pavan, Vanni Lughi

Renewable Energy · 2021 · 371 citations · 21 references

Open access

Concepts

AgricultureEarth SciencesForecastingMachine LearningRenewable Energy SystemsDeep LearningRenewable EnergyShort-term ForecastingSolar CellsSolar Energy SystemsSolar Photovoltaic SystemsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingPhotovoltaic Power ForecastingSolar Power Forecasting

References

21

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

Learning long-term dependencies with gradient descent is difficult

Yoshua Bengio, P. Simard, Paolo Frasconi · IEEE Transactions on Neural Networks · 1994 · 8.5K citations

Computing, Computer Science, Machine Learning +9

Deep Learning using Rectified Linear Units (ReLU)

Abien Fred Agarap · arXiv (Cornell University) · 2018 · 2.5K citations · Full text

Computing, Computer Science, Computer Vision +10

Mathematical Statistics with Applications

Gary E. Meek, William M. Mendenhall, Richard L. Scheaffer et al. · Technometrics · 1987 · 1.3K citations

Natural Sciences, Biostatistics, Mathematics +12