Banner image placeholder
Banner image
Site avatar
Zubair Tarif
Contact description

Curriculum vitae


Faculty of Computing & Informatics

Multimedia University, Cyberjaya



Hybrid CNN-LSTM model for urban energy load forecasting with IGA-XAI for smart grids: Peak and off-peak variability insights


Journal article


Sarowar Morshed Shawon, Shah Nawaz Haider, Arnab Barua, Steve Austin, Ifaz Ahmed Adan, Mohammad Shahadat Hossain, H.T. Zubair
Results in Engineering, vol. 28, 2025 Dec, p. 107245


Cite

Cite

APA   Click to copy
Shawon, S. M., Haider, S. N., Barua, A., Austin, S., Adan, I. A., Hossain, M. S., & Zubair, H. T. (2025). Hybrid CNN-LSTM model for urban energy load forecasting with IGA-XAI for smart grids: Peak and off-peak variability insights. Results in Engineering, 28, 107245. https://doi.org/10.1016/j.rineng.2025.107245


Chicago/Turabian   Click to copy
Shawon, Sarowar Morshed, Shah Nawaz Haider, Arnab Barua, Steve Austin, Ifaz Ahmed Adan, Mohammad Shahadat Hossain, and H.T. Zubair. “Hybrid CNN-LSTM Model for Urban Energy Load Forecasting with IGA-XAI for Smart Grids: Peak and off-Peak Variability Insights.” Results in Engineering 28 (December 2025): 107245.


MLA   Click to copy
Shawon, Sarowar Morshed, et al. “Hybrid CNN-LSTM Model for Urban Energy Load Forecasting with IGA-XAI for Smart Grids: Peak and off-Peak Variability Insights.” Results in Engineering, vol. 28, Dec. 2025, p. 107245, doi:10.1016/j.rineng.2025.107245.


BibTeX   Click to copy

@article{shawon2025a,
  title = {Hybrid CNN-LSTM model for urban energy load forecasting with IGA-XAI for smart grids: Peak and off-peak variability insights},
  year = {2025},
  month = dec,
  journal = {Results in Engineering},
  pages = {107245},
  volume = {28},
  doi = {10.1016/j.rineng.2025.107245},
  author = {Shawon, Sarowar Morshed and Haider, Shah Nawaz and Barua, Arnab and Austin, Steve and Adan, Ifaz Ahmed and Hossain, Mohammad Shahadat and Zubair, H.T.},
  month_numeric = {12}
}


Share

Translate to