Open Access

ARTICLE

Bi-LSTM-Based Deep Stacked Sequence-to-Sequence Autoencoder for Forecasting Solar Irradiation and Wind Speed

Neelam Mughees^1,2, Mujtaba Hussain Jaffery¹, Abdullah Mughees³, Anam Mughees⁴, Krzysztof Ejsmont^5,*

1 Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, 45550, Pakistan
2 School of Engineering and Technology, National Textile University, Faisalabad, 37610, Pakistan
3 Department of Electrical Engineering, Information Technology University, Lahore, 54000, Pakistan
4 Department of Electrical Engineering, GC University, Faisalabad, 38000, Pakistan
5 Faculty of Mechanical and Industrial Engineering, Warsaw University of Technology, 02-524, Warsaw, Poland

* Corresponding Author: Krzysztof Ejsmont. Email: