no code implementations • 13 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.
no code implementations • 10 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.
no code implementations • 24 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.
no code implementations • 18 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.