Solar power forecasting using weather type clustering and ensembles of neural networks

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727853 ◽

2016 ◽

Author(s):

Mashud Rana ◽

Irena Koprinska ◽

Vassilios G Agelidis

Keyword(s):

Neural Networks ◽

Solar Power ◽

Weather Type ◽

Solar Power Forecasting ◽

Power Forecasting

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Solar Power Forecasting Using Dynamic Meta-Learning Ensemble of Neural Networks

Artificial Neural Networks and Machine Learning – ICANN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01418-6_52 ◽

2018 ◽

pp. 528-537 ◽

Author(s):

Zheng Wang ◽

Irena Koprinska

Keyword(s):

Neural Networks ◽

Solar Power ◽

Meta Learning ◽

Solar Power Forecasting ◽

Power Forecasting

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Solar power forecasting using artificial neural networks

2015 North American Power Symposium (NAPS) ◽

10.1109/naps.2015.7335176 ◽

2015 ◽

Author(s):

Mohamed Abuella ◽

Badrul Chowdhury

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Solar Power ◽

Artificial Neural ◽

Solar Power Forecasting ◽

Power Forecasting

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One-Hour-Ahead Solar Power Forecasting Using Artificial Neural Networks in Taiwan

2019 2nd International Conference on High Voltage Engineering and Power Systems (ICHVEPS) ◽

10.1109/ichveps47643.2019.9011128 ◽

2019 ◽

Author(s):

Rois Ahmad Hanafi ◽

Chih-Wen Liu ◽

Suwarno

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Solar Power ◽

Artificial Neural ◽

Solar Power Forecasting ◽

Power Forecasting

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A Simplified LSTM Neural Networks for One Day-Ahead Solar Power Forecasting

IEEE Access ◽

10.1109/access.2021.3053638 ◽

2021 ◽

Vol 9 ◽

pp. 17174-17195

Author(s):

Chun-Hung Liu ◽

Jyh-Cherng Gu ◽

Ming-Ta Yang

Keyword(s):

Neural Networks ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

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Numerical Weather Prediction Data Free Solar Power Forecasting with Neural Networks

Proceedings of the Ninth International Conference on Future Energy Systems - e-Energy '18 ◽

10.1145/3208903.3210279 ◽

2018 ◽

Author(s):

Vinayak Sharma ◽

Umit Cali ◽

Veit Hagenmeyer ◽

Ralf Mikut ◽

Jorge Ángel González Ordiano

Keyword(s):

Neural Networks ◽

Numerical Weather Prediction ◽

Solar Power ◽

Weather Prediction ◽

Numerical Weather ◽

Solar Power Forecasting ◽

Power Forecasting

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Solar power forecasting for photovoltaic systems by using ADALINE Neural Networks

Environment, Energy and Sustainable Development ◽

10.1201/b16320-152 ◽

2013 ◽

pp. 719-723

Author(s):

Tong Zhang ◽

Hui-Wei Shi ◽

Yi Ye ◽

Yun Shen

Keyword(s):

Neural Networks ◽

Solar Power ◽

Photovoltaic Systems ◽

Solar Power Forecasting ◽

Power Forecasting

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Deep Learning for solar power forecasting — An approach using AutoEncoder and LSTM Neural Networks

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2016.7844673 ◽

2016 ◽

Author(s):

Andre Gensler ◽

Janosch Henze ◽

Bernhard Sick ◽

Nils Raabe

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

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Online 24-h solar power forecasting based on weather type classification using artificial neural network

Solar Energy ◽

10.1016/j.solener.2011.08.027 ◽

2011 ◽

Vol 85 (11) ◽

pp. 2856-2870 ◽

Author(s):

Changsong Chen ◽

Shanxu Duan ◽

Tao Cai ◽

Bangyin Liu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Power ◽

Weather Type ◽

Artificial Neural ◽

Solar Power Forecasting ◽

Type Classification ◽

Power Forecasting

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Static and Dynamic Ensembles of Neural Networks for Solar Power Forecasting

2018 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2018.8489231 ◽

2018 ◽

Author(s):

Zheng Wang ◽

Irena Koprinska ◽

Alicia Troncoso ◽

Francisco Martinez-Alvarez

Keyword(s):

Neural Networks ◽

Solar Power ◽

Solar Power Forecasting ◽

Dynamic Ensembles ◽

Power Forecasting

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Temporal Convolutional Neural Networks for Solar Power Forecasting

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206991 ◽

2020 ◽

Author(s):

Yang Lin ◽

Irena Koprinska ◽

Mashud Rana

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

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