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Sarthak Gupta
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Learning to Optimize Power Distribution Grids using Sensitivity-Informed Deep Neural Networks
MK Singh, S Gupta, V Kekatos, G Cavraro, A Bernstein
2020 IEEE International Conference on Communications, Control, and Computing …, 2020
312020
Optimal real-time coordination of energy storage units as a voltage-constrained game
S Gupta, V Kekatos, W Saad
IEEE Transactions on Smart Grid 10 (4), 3883-3894, 2018
252018
Controlling smart inverters using proxies: A chance-constrained DNN-based approach
S Gupta, V Kekatos, M Jin
IEEE Transactions on Smart Grid 13 (2), 1310-1321, 2021
192021
Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints
S Gupta, V Kekatos, M Jin
2020 IEEE International Conference on Communications, Control, and Computing …, 2020
162020
Real-time operation of heterogeneous energy storage units
S Gupta, V Kekatos
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
122016
Optimal design of Volt/VAR control rules for inverter-interfaced distributed energy resources
I Murzakhanov, S Gupta, S Chatzivasileiadis, V Kekatos
IEEE Transactions on Smart Grid, 2023
112023
Dnn-based policies for stochastic ac opf
S Gupta, S Misra, D Deka, V Kekatos
Electric Power Systems Research 213, 108563, 2022
112022
Deep Learning for Optimal Volt/VAR Control using Distributed Energy Resources
S Gupta, S Chatzivasileiadis, V Kekatos
arXiv preprint arXiv:2211.09557, 2022
72022
Real-time Integration of Energy Storage
S Gupta
Virginia Tech, 2017
42017
A quantum approach for stochastic constrained binary optimization
S Gupta, V Kekatos
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Machine Learning for Optimal Inverter Operation in Distribution Grids
MK Singh, S Gupta, V Kekatos
2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-1, 2021
32021
A Chance-Constrained Optimal Design of Volt/VAR Control Rules for Distributed Energy Resources
J Wei, S Gupta, DC Aliprantis, V Kekatos
arXiv preprint arXiv:2306.06467, 2023
22023
Deep Learning for Scalable Optimal Design of Incremental Volt/VAR Control Rules
S Gupta, A Mehrizi-Sani, S Chatzivasileiadis, V Kekatos
IEEE Control Systems Letters, 2023
22023
Scalable Optimal Design of Incremental Volt/VAR Control using Deep Neural Networks
S Gupta, A Mehrizi-Sani, S Chatzivasileiadis, V Kekatos
arXiv preprint arXiv:2301.01440, 2023
22023
Machine Learning and Quantum Computing for Optimization Problems in Power Systems
S Gupta
Virginia Tech, 2023
2023
Real-Time Operation of Heterogeneous Energy Storage Units
V Kekatos, S Gupta
2016
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