Search Results for author: Subir Majumder

Found 4 papers, 1 papers with code

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

no code implementations14 Mar 2024 Subir Majumder, Lin Dong, Fatemeh Doudi, Yuting Cai, Chao Tian, Dileep Kalathi, Kevin Ding, Anupam A. Thatte, Na Li, Le Xie

Large Language Models (LLMs) as chatbots have drawn remarkable attention thanks to their versatile capability in natural language processing as well as in a wide range of tasks.

Retrieval

Electromagnetic Transient Model of Cryptocurrency Mining Loads for Low-Voltage Ride Through Assessment in Transmission Grids

no code implementations22 Dec 2023 Anindita Samanta, Subir Majumder, Hasan Ibrahim, Prasad Enjeti, Le Xie

In this paper, we developed an Electromagnetic Transient (EMT) model tailored for large cryptocurrency mining loads to understand the cross-interaction of these loads with the electric grid.

Securely implementing and managing neighborhood solar with storage and peer to peer transactive energy

1 code implementation23 Feb 2023 Steven Knudsen, Subir Majumder, Anurag K. Srivastava

The proposed infrastructure would (i) increase the resilience of the customers in case the utility grid becomes unavailable, (ii) reduce AC/DC conversion losses since a majority of the DER generation is in DC, and (iii) with the help of BESS, the customers will have a lesser impact on the utility grid in terms of California 'duck curve.'

Reinforcement Learning based Proactive Control for Transmission Grid Resilience to Wildfire

no code implementations12 Jul 2021 Salah U. Kadir, Subir Majumder, Ajay D. Chhokra, Abhishek Dubey, Himanshu Neema, Aron Laszka, Anurag K. Srivastava

We model and solve the proactive control problem as a Markov decision process and introduce an integrated testbed for spatio-temporal wildfire propagation and proactive power-system operation.

Decision Making reinforcement-learning +1

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