17 citations · 26 across the 4 of their papers we have counts for
4 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…
How Santa Fe Ants Evolve
Dominic Wilson, Devinder Kaur
The Santa Fe Ant model problem has been extensively used to investigate, test and evaluate Evolutionary Computing systems and methods over the past two decades. There is however no…