Search Results for author: Chanan Singh

Found 4 papers, 1 papers with code

Predictive Reliability Assessment of Distribution Grids with Residential Distributed Energy Resources

no code implementations11 Dec 2023 Arun Kumar Karngala, Chanan Singh, Le Xie

Employing a scenario-based approach, we showcase the application of our probabilistic method using a Monte Carlo Simulation process to assess average system reliability indices and their variations at the user level.

A Free Industry-grade Education Tool for Bulk Power System Reliability Assessment

no code implementations20 Jan 2023 Yongli Zhu, Chanan Singh

A free industry-grade education tool is developed for bulk-power-system reliability assessment.

How Much Demand Flexibility Could Have Spared Texas from the 2021 Outage?

1 code implementation1 Jun 2022 Dongqi Wu, Xiangtian Zheng, Ali Menati, Lane Smith, Bainan Xia, Yixing Xu, Chanan Singh, Le Xie

The February 2021 Texas winter power outage has led to hundreds of deaths and billions of dollars in economic losses, largely due to the generation failure and record-breaking electric demand.

End-to-End Topology-Aware Machine Learning for Power System Reliability Assessment

no code implementations30 May 2022 Yongli Zhu, Chanan Singh

Conventional power system reliability suffers from the long run time of Monte Carlo simulation and the dimension-curse of analytic enumeration methods.

BIG-bench Machine Learning

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