Concepedia

Short-term power prediction of photovoltaic power station based on LSTM-XGBoost model

Yibo Tu, Qingya Wei, Yue Zang, Peng Zhou, Lixia Yang, Jun Wang, Yuanjie Yu, Ruirui Lv, Jinxia Du, Wensheng Yan

Solar Energy · 2025 · 22 citations · 21 references

Concepts

EngineeringElectrical EngineeringForecastingMachine LearningRenewable Energy SystemsEnergy System ModelingPower SystemsRenewable EnergySolar CellsSolar Energy SystemsSolar Photovoltaic SystemsPhotovoltaic Power ForecastingPhotovoltaic System ModelingRenewable Energy ForecastingRenewable ForecastingShort-term Energy ForecastingSolar Photovoltaic Power SystemsSolar Power Forecasting

References

21

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Time series analysis forecasting and control

G. J. Janacek · Journal of Time Series Analysis · 2009 · 2.6K citations

Computing, Data Science, Forecasting +11

Development and Application of Artificial Neural Network

Yuchen Wu, Junwen Feng · Wireless Personal Communications · 2017 · 759 citations

Computing, Computer Science, Artificial Intelligence +10

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

Ahmed Salih, Zahra Raisi‐Estabragh, Ilaria Boscolo Galazzo et al. · Advanced Intelligent Systems · 2024 · 645 citations · Full text

Computing, Computer Science, Data Science +14

Shapley additive explanations for NO2 forecasting

María Vega García, Jose L Aznarte · Ecological Informatics · 2019 · 335 citations

Social Sciences, Economics, Mathematics +9