89 citations · 290 across the 33 of their papers we have counts for
33 papers
LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications
Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung +11
Large language models (LLMs) and agentic AI systems have evolved from natural language tasks to using external tools to plan, retrieve, and act in technical domains. In smart grids…
Switching-Reference Voltage Control for Distribution Systems with AI-Training Data Centers
Mingyuan Yan, Trager Joswig-Jones, Baosen Zhang +2
Large-scale AI training workloads in data centers exhibit rapid and periodic power swings that can induce voltage deviations in power distribution systems. Existing voltage control…
Voltage Regulation in Distribution Systems with Data Center Loads
Yize Chen, Baosen Zhang
Recent boom in foundation models and AI computing have raised growing concerns on the power and energy trajectories of large-scale data centers. This paper focuses on the voltage i…
DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model
Siyang Li, Hui Xiong, Yize Chen
Recent proliferation of electric vehicle (EV) charging events has brought prominent stress over power grid operation. Due to the stochastic and volatile EV charging behaviors, the…
Laxity-Aware Scalable Reinforcement Learning for HVAC Control
Ruohong Liu, Yuxin Pan, Yize Chen
Demand flexibility plays a vital role in maintaining grid balance, reducing peak demand, and saving customers' energy bills. Given their highly shiftable load and significant contr…
Learning a Multi-Agent Controller for Shared Energy Storage System
Ruohong Liu, Yize Chen
Deployment of shared energy storage systems (SESS) allows users to use the stored energy to meet their own energy demands while saving energy costs without installing private energ…