5 papers · 1 filter
Dynamic Modeling and Load-Following Control of Small Modular Reactors with Moving-Boundary Steam Generators and Thermodynamically Coupled Rankine Cycles
Ali Mahboub Rad, Roshni Anna Jacob, Bikash Poudel +2
Small modular reactors (SMRs) are increasingly considered for flexible power generation; however, many dynamic studies still neglect the thermodynamic coupling between the primary…
Dynamic Stability Assessment of Grid-Connected Data Centers Powered by Small Modular Reactors
Sobhan Badakhshan, Roshni Anna Jacob, Ali Mahboub Rad +3
The accelerating growth of computational demand in modern data centers has further heightened the need for power infrastructures that are highly reliable, environmentally sustainab…
Reinforcement Learning for Vehicle-to-Grid Voltage Regulation: Single-Hub to Multi-Hub Coordination with Battery-Aware Constraints
Jingbo Wang, Roshni Anna Jacob, Harshal D. Kaushik +1
This paper presents a Vehicle-to-Grid (V2G) coordination framework using reinforcement learning (RL). {An intelligent control strategy based on the soft actor-critic algorithm is d…
Topology-Aware Reinforcement Learning over Graphs for Resilient Power Distribution Networks
Roshni Anna Jacob, Prithvi Poddar, Jaidev Goel +3
Extreme weather events and cyberattacks can cause component failures and disrupt the operation of power distribution networks (DNs), during which reconfiguration and load shedding…
Electric Vehicle Charger Infrastructure Planning: Demand Estimation, Coverage Optimization Over an Integrated Power Grid
Harshal D. Kaushik, Jingbo Wang, Roshni Anna Jacob +1
For electrifying the transportation sector, deploying a strategically planned and efficient charging infrastructure is essential. This paper presents a two-phase approach for elect…