Search Results for author: Sohom Datta

Found 5 papers, 0 papers with code

Hy-DAT: A Tool to Address Hydropower Modeling Gaps Using Interdependency, Efficiency Curves, and Unit Dispatch Models

no code implementations28 Feb 2024 Dewei Wang, Bhaskar Mitra, Sameer Nekkalapu, Sohom Datta, Bibi Matthew, Rounak Meyur, Heng Wang, Slaven Kincic

As the power system continues to be flooded with intermittent resources, it becomes more important to accurately assess the role of hydro and its impact on the power grid.

Power System Resource Expansion Planning

no code implementations20 Jan 2024 Sohom Datta

Power System Resource Planning is the recurrent process of studying and determining what facilities and procedures should be provided to satisfy and promote appropriate future demands for electricity.

Evolutionary Algorithms

Gaps in Representations of Hydropower Generation in Steady-State and Dynamic Models

no code implementations6 Nov 2023 Bhaskar Mitra, Sohom Datta, Slaven Kincic, Nader Samaan, Abhishek Somani

In the evolving power system, where new renewable resources continually displace conventional generation, conventional hydropower resources can be an important asset that helps to maintain reliability and flexibility.

Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control

no code implementations8 Oct 2023 Qiuhua Huang, Renke Huang, Tianzhixi Yin, Sohom Datta, Xueqing Sun, Jason Hou, Jie Tan, Wenhao Yu, YuAn Liu, Xinya Li, Bruce Palmer, Ang Li, Xinda Ke, Marianna Vaiman, Song Wang, Yousu Chen

Our developed methods and platform based on the convergence framework have been applied to a large (more than 3000 buses) Texas power system, and tested with 56000 scenarios.

A Machine Learning Framework to Deconstruct the Primary Drivers for Electricity Market Price Events

no code implementations12 Sep 2023 Milan Jain, Xueqing Sun, Sohom Datta, Abhishek Somani

Power grids are moving towards 100% renewable energy source bulk power grids, and the overall dynamics of power system operations and electricity markets are changing.

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