A Comparative Study on Solar Power Forecasting using Ensemble Learning

机译：基于集成学习的太阳能发电预测比较研究

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Intensifying requests for energy is preceding towards renewable solar energy integration with nonrenewable energy resources. Unlike other nonrenewable energy resources, solar energy is recurrent. Effectual utilization of spontaneously available energy acc

机译：对于可再生能源与不可再生能源的整合，人们对能源的要求越来越高。与其他不可再生能源不同，太阳能是循环性的。有效利用自发可用能源

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《International Conference on Trends in Electronics and Informatics》|2020年|224-231|共8页
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Arbaz Khan; Rishabh Bhatnagar; Vinit Masrani; Vivian Brian Lobo;
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autoregressive integrated moving average; ANN; LSTM; DNN; renewable energy; solar power forecasting;

机译：自回归综合移动平均线; ANN; LSTM; DNN;可再生能源;太阳能预测;

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1. Ensemble of machine learning and spatiotemporal parameters to forecast very short-term solar irradiation to compute photovoltaic generators' output power [J] . Rodriguez Fermin, Martin Fernando, Fontan Luis, Energy . 2021,第Auga15期

机译：机器学习和时空参数的集合预测非常短期的太阳辐照，以计算光伏发电机的输出功率
2. Ensemble Learning Approach for Probabilistic Forecasting of Solar Power Generation [J] . Azhar Ahmed Mohammed, Zeyar Aung Energies . 2016,第12期

机译：集成学习方法用于太阳能发电的概率预测
3. Reliable solar irradiance prediction using ensemble learning-based models: A comparative study [J] . Lee Junho, Wang Wu, Harrou Fouzi, Energy Conversion & Management . 2020,第Mara期

机译：使用基于集合学习的模型的可靠太阳辐照度预测：比较研究
4. Solar Power Forecasting Based on Ensemble Learning Methods [C] . Naylene Fraccanabbia, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, International Joint Conference on Neural Networks . 2020

机译：基于集成学习方法的太阳能发电量预测
5. Advanced Numerical Weather Prediction Techniques for Solar Irradiance Forecasting: Statistical, Data-Assimilation, and Ensemble Forecasting [D] . Mathiesen, Patrick James. 2013

机译：用于太阳辐照度预报的高级数字天气预报技术：统计，数据同化和集合预报
6. Ensemble downscaling in coupled solar wind-magnetosphere modeling for space weather forecasting [O] . M J Owens, T S Horbury, R T Wicks, -1

机译：集成的按比例缩小的太阳风-磁层耦合模型用于空间天气预报
7. Ensemble Learning Approach for Probabilistic Forecasting of Solar Power Generation [O] . Azhar Ahmed Mohammed, Zeyar Aung 2016

机译：用于太阳能发电概率预测的集成学习方法

A Comparative Study on Solar Power Forecasting using Ensemble Learning

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