Search Results for author: Katherine R. Davis

Found 6 papers, 0 papers with code

Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids

no code implementations17 Jun 2023 Cihat Keçeci, Katherine R. Davis, Erchin Serpedin

By employing federated learning for the detection of FDIA attacks, it is possible to train a model for the detection and localization of the attacks while preserving the privacy of sensitive user data.

Federated Learning

An Extended Model for Ecological Robustness to Capture Power System Resilience

no code implementations7 Mar 2023 Hao Huang, Katherine R. Davis, H. Vincent Poor

The RECO of resilient ecosystems favors a balance of food webs' network efficiency and redundancy.

Toward Efficient Wide-Area Identification of Multiple Element Contingencies in Power Systems

no code implementations16 Feb 2021 Hao Huang, Zeyu Mao, Mohammad Rasoul Narimani, Katherine R. Davis

Based on each selected branch, the approach constructs the subgraph with parameters of distance and search level, while using branches' LODF metrics as the weights.

Real-time Power System Simulation with Hardware Devices through DNP3 in Cyber-Physical Testbed

no code implementations15 Jan 2021 Hao Huang, C. Matthew Davis, Katherine R. Davis

The usage and configuration of DNP3 with real-world equipment in to achieve power system monitoring and control of a large-scale synthetic electric grid via this DNP3 communication is presented.

Mixed-Integer Optimization for Bio-Inspired Robust Power Network Design

no code implementations30 Oct 2020 Hao Huang, Varuneswara Panyam, Mohammad Rasoul Narimani, Astrid Layton, Katherine R. Davis

This paper presents an approach to address this challenge through bio-inspired power system network design to improve system reliability and resilience against disturbances.

Considerations in the Automatic Development of Electric Grid Restoration Plans

no code implementations30 Oct 2020 Wonhyeok Jang, Hao Huang, Katherine R. Davis, Thomas J. Overbye

Power system restoration is a highly complex task that must be performed in a timely manner following a blackout.

Cannot find the paper you are looking for? You can Submit a new open access paper.