5 papers
DeRP: An Algorithm for Self-Assembly of Power-Delivery Networks using Recursive Branching in Information-Limited Environments
Mohammadali Rashidioun, Sangwoo Park, Petras Swissler
Delivering sustained power to distributed equipment in unstructured field environments using pre-planned wired networks or battery-based solutions presents significant infrastructu…
Stochastic Multi-Segment Scheduling of Variable-Speed Pumped Storage Hydropower for Energy and Ancillary Services Provision
Kyung-bin Kwon, SangWoo Park, Dam Kim
Variable-speed pumped storage hydropower (VS-PSH) offers long-duration energy storage alongside ancillary services in competitive electricity markets. However, its operation and sc…
Degradation-Aware Pumping Control of Variable-Speed Pumped Storage via Residual Reinforcement Learning
Kyung-bin Kwon, SangWoo Park, Dam Kim
Variable-speed pumped storage hydropower (VS-PSH) must honor short-block dispatch commitments while limiting the operational degradation that intensified regulation duty inflicts o…
Optimal Reconfiguration of Distributed Battery Networks Under Connectivity and Energy Constraints
Pranay KC, Amin Taghieh, Maria Angel Palacios +3
Networked battery systems arise in industrial automation, distributed energy applications, and multi-agent systems, where terminals consume energy locally and recharge only when co…
Anomaly Detection in Power Grids via Context-Agnostic Learning
SangWoo Park, Amritanshu Pandey
An important tool grid operators use to safeguard against failures, whether naturally occurring or malicious, involves detecting anomalies in the power system SCADA data. In this p…