Search Results for author: Kishan Prudhvi Guddanti

Found 4 papers, 0 papers with code

Synchrophasor Data Anomaly Detection on Grid Edge by 5G Communication and Adjacent Compute

no code implementations13 Nov 2023 Chuan Qin, Dexin Wang, Kishan Prudhvi Guddanti, Xiaoyuan Fan, Zhangshuan Hou

The fifth-generation mobile communication (5G) technology offers opportunities to enhance the real-time monitoring of grids.

Anomaly Detection

Smart Data Mapping for Connecting Power System Model and Geospatial Data

no code implementations10 Aug 2023 Xue Li, Kishan Prudhvi Guddanti, Samrat Acharya, Patrick Royer, Xiaoyuan Fan, Marcelo Elizondo

Knowing the geospatial locations of power system model elements and linking load models with end users and their communities are the foundation for analyzing system resilience and vulnerability to natural hazards.

Local Measurement Based Robust Voltage Stability Index & Identification of Voltage Collapse Onset

no code implementations24 Mar 2022 Kishan Prudhvi Guddanti, Amarsagar Matavalam, Yang Weng

When compared to existing methods, we observe that LD-VSI is not only more robust to measurement noise but also can identify VCP.

Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading

no code implementations18 Dec 2021 Amarsagar Reddy Ramapuram Matavalam, Kishan Prudhvi Guddanti, Yang Weng, Venkataramana Ajjarapu

To address the challenge of the large optimization space, a curriculum-based approach with reward tuning is incorporated into the training procedure by modifying the environment using network physics for enhanced agent learning.

reinforcement-learning Reinforcement Learning (RL) +1

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