no code implementations • 10 Nov 2023 • Kaustav Bhattacharjee, Soumya Kundu, Indrasis Chakraborty, Aritra Dasgupta
Accurate net load forecasting is vital for energy planning, aiding decisions on trade and load distribution.
no code implementations • 5 Mar 2022 • Deepthi Sen, Indrasis Chakraborty, Soumya Kundu, Andrew P. Reiman, Ian Beil, Andy Eiden
With the expected rise in behind-the-meter solar penetration within the distribution networks, there is a need to develop time-series forecasting methods that can reliably predict the net-load, accurately quantifying its uncertainty and variability.
no code implementations • 18 Mar 2020 • Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu, Karanjit Kalsi
Effective utilization of flexible loads for grid services, while satisfying end-user preferences and constraints, requires an accurate estimation of the aggregated predictive flexibility offered by the electrical loads.
Systems and Control Systems and Control
no code implementations • 10 Oct 2018 • 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.
no code implementations • 15 Apr 2018 • Indrasis Chakraborty, Rudrasis Chakraborty, Draguna Vrabie
Traditional classifier based method does not perform well, because of the inherent difficulty of detecting system level faults for closed loop dynamical system.