17 citations · 22 across the 3 of their papers we have counts for
3 papers
A Bayesian Deep Learning Technique for Multi-Step Ahead Solar Generation Forecasting
Devinder Kaur, Shama Naz Islam, Md. Apel Mahmud
In this paper, we propose an improved Bayesian bidirectional long-short term memory (BiLSTM) neural networks for multi-step ahead (MSA) solar generation forecasting. The proposed t…
A VAE-Bayesian Deep Learning Scheme for Solar Generation Forecasting based on Dimensionality Reduction
Devinder Kaur, Shama Naz Islam, Md. Apel Mahmud +2
The advancement of distributed generation technologies in modern power systems has led to a widespread integration of renewable power generation at customer side. However, the inte…
Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques
Devinder Kaur, Shama Naz Islam, Md. Apel Mahmud +2
Energy forecasting has a vital role to play in smart grid (SG) systems involving various applications such as demand-side management, load shedding, and optimum dispatch. Managing…