2 citations · 3 across the 4 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2018
Virtual Battery Parameter Identification using Transfer Learning based Stacked Autoencoder
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu
Recent studies have shown that the aggregated dynamic flexibility of an ensemble of thermostatic loads can be modeled in the form of a virtual battery. The existing methods for com…
cs.LG2018
Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems
Indrasis Chakraborty, Rudrasis Chakraborty, Draguna Vrabie
Fault detection problem for closed loop uncertain dynamical systems, is investigated in this paper, using different deep learning based methods. Traditional classifier based method…