LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications
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, recent work applies agentic schemes to forecasting, optimization, and control, wrapping trusted solvers behind language interfaces and orchestrating multi-step workflows. The literature lacks a unified approach to designing and evaluating such systems. LLMs can produce numerically plausible yet physically infeasible outputs, evaluation protocols vary across tasks, and the boundary between what the model should and
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzyOverlapping authors or contributors · 62%Tongyi-MAI/Z-Image-Turbo →
“Shared author/contributor keys: mai”
- PossiblePossibly related (embedding) · 61%Demystifying agentic AI: How to build production-ready AIOps with open source models →
- PossiblePossibly related (embedding) · 60%Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents →
- FuzzyOverlapping authors or contributors · 62%sgl-project/sglang →
“Shared author/contributor keys: luo”
- FuzzySimilar title/name (fuzzy) · 59%Fosowl/agenticSeek →
“Fuzzy title match (0.73): “LLMs and Agentic AI Systems for Smart Grids: A Tutorial on A” ≈ “Fosowl/agenticSeek””
- LinkedLinked via arxiv author · 85%Daniela Rojas →
“LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications”
- LinkedLinked via arxiv author · 85%Abdulwahab Albassam →
“LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications”
- LinkedLinked via arxiv author · 85%Aidan G. Leung →
“LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications”