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"A Hybrid LSTM-LightGBM Model for Precise Short-Term Wind Power Forecas" by Md Omer Faruque, Md Alamgir Hossain et al.

This paper proposes a novel hybrid model that combines long short-term memory (LSTM) with light gradient boosting (LightGBM) to achieve precise onshore wind power prediction in Australia. The intermittent nature of renewable energy sources like wind power necessitates accurate forecasting to minimize operational costs and enhance power system reliability and security. The hybrid model showcases promising results in forecasting 15-minute interval short-term wind generation data. Performance is evaluated using root mean squared errors (RMSE) and means absolute errors (MAE), and compares the proposed model with neural network (NN), gated recurrent unit (GRU), and standalone LSTM. The comparative analysis demonstrates the superiority of the proposed hybrid model, showing lower error indices with exceptional forecasting capability. This hybrid LSTM-LightGBM model holds great potential for optimizing renewable energy integration into power systems, facilitating cost-effective and reliable en ....

Deep Learning ,

Cambridge collaboration allows users to explore Antarctica using VR headsets

The project is being run by Anglia Ruskin University and the UK Antarctic Heritage Trust. ....

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Mental Health Week to come to WMU

The semesterly Mental Health Week is returning to Western Michigan University Feb. 19-23. ....

Student Recreation Center , Waldo Library , Sindecuse Health Center , Student Center , Mental Health Week , Lee Honors College , Student Center Ballroom , Student Center Mosaic Space , Lower Level Of Waldo Library , Student Association , Michigan University Feb , Western Michigan University , Campus Activities Board , Lower Level , Kanley Chapel , Western Student Association , Western Wednesday , Sindecuse Health , Reading Room , Zhang Legacy Collection , Friendship Making , Nicole Morehouse , Mental Health Week , Therapy Dogs ,

Tuscaloosa City Council votes to revoke Cru Lounge's license

Rashid Little was shot and killed at Cru on Jan. 21, after an altercation with security guards. The city of Tuscaloosa has revoked Cru's license. ....

Tuscaloosa County , United States , Thyais Walker , Deandre Dixon , Arron Dewayne Hill , Scott Holmes , Andrea Campbell , Brett Blankley , Kevin Davis , Walt Maddox , Rackd Up , Tuscaloosa Police Department , Cru Lounge Tuscaloosa , Police Department Chief Brett Blankley , Grizzly Security , Rashid Little , Tuscaloosa Mayor Walt Maddox , Cam Parsons , Tuscaloosa Violent Crimes Unit , Marty Sellers , Neither Grizzly , Alabama Security Regulatory , Violent Crimes Unit , Alabama Code , Pam Parsons , Dewayne Hill ,

Multitude SE (FRU) Stock Price | Stock Quote Xetra

Multitude SE (FRU.ETR): Stock quote, stock chart, quotes, analysis, advice, financials and news for Stock Multitude SE | Xetra: FRU | Xetra ....

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