Cover Image

Bridging Natural Language and Microgrid Dynamics: A Context-Aware Simulator and Dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bartels, Tinko Sebastian, Wu, Ruixiang, Lu, Xinyu, Lu, Yikai, Xia, Fanzeng, Yang, Haoxiang, Chen, Yue, Li, Tongxin
Format:	Preprint
Published:	2026
Subjects:	Systems and Control Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Context-Aware Model Predictive Control for Microgrid Energy Management via LLMs
by: Wu, Ruixiang, et al.
Published: (2025)

Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling
by: Xia, Fanzeng, et al.
Published: (2025)

InstructMPC: A Human-LLM-in-the-Loop Framework for Context-Aware Control
by: Wu, Ruixiang, et al.
Published: (2025)

Behavior-Aware Efficient Detection of Malicious EVs in V2G Systems
by: Wu, Ruixiang, et al.
Published: (2024)

DCT-MARL: A Dynamic Communication Topology-Based MARL Algorithm for Connected Vehicle Platoon Control
by: Xu, Yaqi, et al.
Published: (2025)

Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
by: Xia, Fanzeng, et al.
Published: (2024)

Verifiable Natural Language to Linear Temporal Logic Translation: A Benchmark Dataset and Evaluation Suite
by: English, William H, et al.
Published: (2025)

Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding
by: Yang, Lun, et al.
Published: (2024)

Out-of-Distribution-Aware Electric Vehicle Charging
by: Li, Tongxin, et al.
Published: (2023)

Traffic-Aware Microgrid Planning for Dynamic Wireless Electric Vehicle Charging Roadways
by: Ghose, Dipanjan, et al.
Published: (2025)

Learning-Augmented Control: Adaptively Confidence Learning for Competitive MPC
by: Li, Tongxin
Published: (2025)

Processing Natural Language on Embedded Devices: How Well Do Transformer Models Perform?
by: Sarkar, Souvika, et al.
Published: (2023)

System-Level Performance and Communication Tradeoff in Networked Control with Predictions
by: Wu, Yifei, et al.
Published: (2025)

Distributionally Robust Planning of Hydrogen-Electrical Microgrids for Sea Islands
by: Dong, Yuchen, et al.
Published: (2025)

Grid-Aware Islanding and Resynchronisation of AC/DC Microgrids
by: Lambrichts, Willem, et al.
Published: (2025)

Safety-Critical Contextual Control via Online Riemannian Optimization with World Models
by: Li, Tongxin
Published: (2026)

Synchronization-Safe Dynamic Microgrid Formation for DER-Led Distribution System Restoration With Constraint-Aware Graph Learning
by: Bai, Cong, et al.
Published: (2026)

Formal Simulation and Visualisation of Hybrid Programs
by: Mendes, Pedro, et al.
Published: (2024)

Dynamic Microgrid Formation Considering Time-dependent Contingency: A Distributionally Robust Approach
by: Liu, Ziang, et al.
Published: (2024)

Context-Aware Adaptive Shared Control for Magnetically-Driven Bimanual Dexterous Micromanipulation
by: Wang, Yongchen, et al.
Published: (2026)

SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
by: Emami, Patrick, et al.
Published: (2024)

Real-Time Co-Simulation for DC Microgrid Energy Management with Communication Delays
by: Krishnan, S. Gokul, et al.
Published: (2025)

Real-Time Simulation of a Resilient Control Center for Inverter-Based Microgrids
by: Beikbabaei, Milad, et al.
Published: (2024)

Microgrid Building Blocks for Dynamic Decoupling and Black Start Applications
by: Acharya, Samrat, et al.
Published: (2024)

Stationary and Dynamic Reference Frame Comparison Based Microgrid Application
by: Bennia, Ilyas, et al.
Published: (2024)

Dynamic Optimal Power Flow in Microgrids using the Alternating Direction Method of Multipliers
by: Scott, Paul, et al.
Published: (2014)

Hierarchical Game for Coupled Power System with Energy Sharing and Transportation System
by: Yan, Dongxiang, et al.
Published: (2023)

Synthetic 33-Bus Microgrid: Dynamic Model and Time-Series Parameters
by: Han, Tong
Published: (2024)

On Simulation of Power Systems and Microgrid Components with SystemC-AMS
by: Bhadani, Rahul, et al.
Published: (2024)

Next-Generation LLM for UAV: From Natural Language to Autonomous Flight
by: Yuan, Liangqi, et al.
Published: (2025)

Decoupling Power Quality Issues in Grid-Microgrid Network Using Microgrid Building Blocks
by: Acharya, Samrat, et al.
Published: (2024)

High-Fidelity Digital Twin Dataset Generation for Inverter-Based Microgrids Under Multi-Scenario Disturbances
by: Ogiesoba-Eguakun, Osasumwen Cedric, et al.
Published: (2026)

Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain
by: Yuan, Ye, et al.
Published: (2025)

Planning Future Microgrids with Second-Life Batteries: A Degradation-Aware Iterative Optimization Framework
by: Butt, Hassan Zahid, et al.
Published: (2025)

Real-Time Implementation of Dynamic State Estimation for Microgrid Load Bus Protection
by: Basu, Sarbajit, et al.
Published: (2023)

A Generalized Stability Analysis Method with Dynamic Phasors for LV AC Microgrids
by: Dağ, Bülent
Published: (2025)

Small-Signal Dynamics of Lossy Inverter-Based Microgrids for Generalized Droop Controls
by: Maruf, Abdullah Al, et al.
Published: (2024)

Learning the Dynamics of Future Marine Microgrids Using Temporal Convolutional Neural Network
by: Ge, Xiaoyu, et al.
Published: (2023)

Data-Driven Template-Free Invariant Generation
by: Xia, Yuan, et al.
Published: (2023)

Sistemas de control basados en el estandar grafcet para la alteracion de bombas centrifugas
by: Guevara, Andres, et al.
Published: (2024)