Cover Image

Context-Aware Model Predictive Control for Microgrid Energy Management via LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Ruixiang, Ai, Jiahao, Bartels, Tinko Sebastian, Li, Tongxin
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Bridging Natural Language and Microgrid Dynamics: A Context-Aware Simulator and Dataset
by: Bartels, Tinko Sebastian, et al.
Published: (2026)

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

Approximate Model Predictive Control for Microgrid Energy Management via Imitation Learning
by: Liu, Changrui, et al.
Published: (2025)

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

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

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

ADMM Penalty Parameter Evaluation for Networked Microgrid Energy Management
by: Silva-Rodriguez, Jesus, et al.
Published: (2025)

Real-Time Energy Management Strategies for Community Microgrids
by: Uddin, Moslem, et al.
Published: (2025)

Long-Term Energy Management for Microgrid with Hybrid Hydrogen-Battery Energy Storage: A Prediction-Free Coordinated Optimization Framework
by: Qi, Ning, et al.
Published: (2024)

Integrated Energy Management for Operational Cost Optimization in Community Microgrids
by: Uddin, Moslem, et al.
Published: (2025)

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

Baseline-improved Economic Model Predictive Control for Optimal Microgrid Dispatch
by: Ghosh, Avik, et al.
Published: (2025)

Nonlinear Model Predictive Control for Navy Microgrids with Stabilizing Terminal Ingredients
by: Putri, Saskia, et al.
Published: (2023)

Efficient MPC-Based Energy Management System for Secure and Cost-Effective Microgrid Operations
by: He, Hanyang, et al.
Published: (2025)

Voltage Restoration in MVDC Shipboard Microgrids with Economic Nonlinear Model Predictive Control
by: Putri, Saskia, et al.
Published: (2023)

Grid-Aware Real-Time Dispatch of Microgrid with Generalized Energy Storage: A Prediction-Free Online Optimization Approach
by: Huang, Kaidi, et al.
Published: (2024)

Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management
by: Amiri, Mohammad Hossein Nejati, et al.
Published: (2025)

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

Model Predictive Control based Energy Management System for Home Energy Resiliency
by: Gaikwad, Ninad, et al.
Published: (2024)

Robustness and Consistency in Linear Quadratic Control with Untrusted Predictions
by: Li, Tongxin, et al.
Published: (2021)

A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management
by: Liu, M. Vivienne, et al.
Published: (2023)

Context-Aware Management of IoT Nodes: Balancing Informational Value with Energy Usage
by: Ahmad, Nihal, et al.
Published: (2025)

Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management
by: Li, Yuanzheng, et al.
Published: (2022)

A Fast Dynamic Internal Predictive Power Scheduling Approach for Power Management in Microgrids
by: Maya, Neethu, et al.
Published: (2024)

Full Timescale Hierarchical MPC-MTIP Framework for Hybrid Energy Storage Management in Low-Carbon Industrial Microgrid
by: Paizulamu, Daniyaer, et al.
Published: (2026)

Energy-Aware Model Predictive Control for Batch Manufacturing System Scheduling Under Different Electricity Pricing Strategies
by: Li, Hongliang, et al.
Published: (2025)

Adaptive Online Optimization for Microgrids with Renewable Energy Sources
by: van Weerelt, Wouter J. A., et al.
Published: (2025)

Integrating Reinforcement Learning and Model Predictive Control with Applications to Microgrids
by: da Silva, Caio Fabio Oliveira, et al.
Published: (2024)

An Overview of the Prospects and Challenges of Using Artificial Intelligence for Energy Management Systems in Microgrids
by: Khanum, Noor ul Misbah, et al.
Published: (2025)

A Predictive Operation Controller for an Electro-Thermal Microgrid Utilizing Variable Flow Temperatures
by: Rose, Max, et al.
Published: (2022)

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

Data-Driven Two-Stage Distributionally Robust Dispatch of Multi-Energy Microgrid
by: Sun, Xunhang, et al.
Published: (2025)

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

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

Learning-Augmented Online Control for Decarbonizing Water Infrastructures
by: Yang, Jianyi, et al.
Published: (2025)

Reformulating Energy Storage Capacity Accreditation Problem with Marginal Reliability Impact
by: Zhang, Qian, et al.
Published: (2026)

Cooperative Energy Scheduling of Multi-Microgrids Based on Risk-Sensitive Reinforcement Learning
by: Zhang, Rongxiang, et al.
Published: (2025)

Context-Aware Stochastic Modeling of Consumer Energy Resource Aggregators in Electricity Markets
by: Sankalpa, Chatum, et al.
Published: (2025)

Microgrid Operation Control with Adaptable Droop Gains
by: Anccas, E. D. Gomez, et al.
Published: (2025)