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Wind energy scenario, success and initiatives towards renewable energy in India—A review
Power generation using wind has been extensively utilised, with substantial capacity add-on
worldwide, during recent decades. The wind power energy sector is growing, and has …
worldwide, during recent decades. The wind power energy sector is growing, and has …
[HTML][HTML] A review of short-term wind power generation forecasting methods in recent technological trends
Climate change and the escalating demand for energy are among the most pressing global
challenges of our era. Renewable energy sources, such as wind energy, are considered a …
challenges of our era. Renewable energy sources, such as wind energy, are considered a …
Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features
Z Zhao, S Yun, L Jia, J Guo, Y Meng, N He, X Li… - … Applications of Artificial …, 2023 - Elsevier
Accurate and reliable short-term forecasting of wind power is vital for balancing energy and
integrating wind power into a grid. A novel hybrid deep learning model is designed in this …
integrating wind power into a grid. A novel hybrid deep learning model is designed in this …
A dual-optimization wind speed forecasting model based on deep learning and improved dung beetle optimization algorithm
Y Li, K Sun, Q Yao, L Wang - Energy, 2024 - Elsevier
Accurate wind speed forecasting is capable of increasing the stability of wind power system.
Notably, there are numerous factors affecting wind speed, thus causing wind speed …
Notably, there are numerous factors affecting wind speed, thus causing wind speed …
A novel framework for ultra-short-term interval wind power prediction based on RF-WOA-VMD and BiGRU optimized by the attention mechanism
M Yu, D Niu, T Gao, K Wang, L Sun, M Li, X Xu - Energy, 2023 - Elsevier
With resource shortages and global warming becoming increasingly serious, it is urgent to
accelerate the transition to green and low-carbon energy. Wind power, as a kind of green …
accelerate the transition to green and low-carbon energy. Wind power, as a kind of green …
A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm
Due to expanding global environmental issues and growing energy demand, wind power
technologies have been studied extensively. Accurate and robust short-term wind speed …
technologies have been studied extensively. Accurate and robust short-term wind speed …
A combined short-term wind speed forecasting model based on CNN–RNN and linear regression optimization considering error
J Duan, M Chang, X Chen, W Wang, H Zuo, Y Bai… - Renewable Energy, 2022 - Elsevier
Wind speed forecasting is the key to wind power conversion and management in smart
grids. In this paper, a new hybrid model is proposed, which is composed of empirical mode …
grids. In this paper, a new hybrid model is proposed, which is composed of empirical mode …
Point and interval forecasting of ultra-short-term wind power based on a data-driven method and hybrid deep learning model
D Niu, L Sun, M Yu, K Wang - Energy, 2022 - Elsevier
Accurate and reliable wind power forecasting (WPF) is significant for ensuring power
systems' economic operation and safe dispatching and for reducing the technical and …
systems' economic operation and safe dispatching and for reducing the technical and …
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
Recently, the boom in wind power industry has called for the accurate and stable wind
speed forecasting, on which reliable wind power generation systems depend heavily. Due to …
speed forecasting, on which reliable wind power generation systems depend heavily. Due to …
Boosted ANFIS model using augmented marine predator algorithm with mutation operators for wind power forecasting
There are several major available renewable energies, such as wind power which can be
considered one of the most potential energy resources. Thus, wind power is a vital green …
considered one of the most potential energy resources. Thus, wind power is a vital green …