Digital Twin + AI: Control Room of the Future

Seong Choi, Rishabh Jain, Hongming Zhang

Research output: NRELPresentation

Abstract

The control room functions as the central brain of the grid, essential for balancing supply and demand and ensuring moment-to-moment grid reliability. Like the human brain, which processes sensory data to make decisions, control room operators analyze operational data from power generation, transmission, and distribution to make informed decisions. Currently, decision-making primarily rests with operators due to hardware and software limitations. However, with technological advancements, Digital Twins and AI are becoming high interest points in the control room's decision-making pilot programs. NREL is developing a comprehensive decision-making platform that integrates Digital Twins, AI, and advanced visualization techniques. As this integration progresses, the role of Digital Twins will evolve from conducting automated simulations to serving as a Trustworthy AI enabler, offering verification and validation of AI-generated response for power systems or providing physics-aware synthetic data of AI pre-training.
Original languageAmerican English
Number of pages25
DOIs
StatePublished - 2024

NREL Publication Number

  • NREL/PR-5D00-89725

Keywords

  • digital twin
  • generative AI
  • grid
  • transmission

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