| Nonlinear Online Optimization for Vehicle-Home-Grid Integration including Household Load Prediction and Battery Degradation | Apr 13, 2025 | energy managementenergy trading | —Unverified | 0 |
| Control Co-Design Under Uncertainty for Offshore Wind Farms: Optimizing Grid Integration, Energy Storage, and Market Participation | Apr 11, 2025 | Decision Makingenergy management | —Unverified | 0 |
| Plug and Play Distributed Control of Clustered Energy Hub Networks | Apr 8, 2025 | energy managementenergy trading | —Unverified | 0 |
| InstructMPC: A Human-LLM-in-the-Loop Framework for Context-Aware Control | Apr 8, 2025 | energy managementLanguage Modeling | —Unverified | 0 |
| Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction | Apr 1, 2025 | Conformal Predictionenergy management | —Unverified | 0 |
| Policy Optimization and Multi-agent Reinforcement Learning for Mean-variance Team Stochastic Games | Mar 28, 2025 | energy managementMulti-agent Reinforcement Learning | —Unverified | 0 |
| SPDNet: Seasonal-Periodic Decomposition Network for Advanced Residential Demand Forecasting | Mar 28, 2025 | Computational EfficiencyDemand Forecasting | CodeCode Available | 0 |
| Benchmarking Machine Learning Methods for Distributed Acoustic Sensing | Mar 26, 2025 | BenchmarkingData Augmentation | —Unverified | 0 |
| Active Inference for Energy Control and Planning in Smart Buildings and Communities | Mar 23, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Aging-aware Energy Management for Residential Multi-Carrier Energy Systems | Mar 20, 2025 | energy managementManagement | —Unverified | 0 |
| Advancing MG Energy Management: A Rolling Horizon Optimization Framework for Three-Phase Unbalanced Networks Integrating Convex Formulations | Mar 19, 2025 | energy managementManagement | —Unverified | 0 |
| A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning | Mar 14, 2025 | energy managementManagement | CodeCode Available | 0 |
| Analysis and Knowledge Discovery from Sensors Data to Improve Energy Efficiency | Mar 12, 2025 | energy managementManagement | —Unverified | 0 |
| Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization | Mar 11, 2025 | energy managementManagement | —Unverified | 0 |
| Integrated Energy Management for Operational Cost Optimization in Community Microgrids | Mar 11, 2025 | energy managementManagement | —Unverified | 0 |
| Co-Optimizing Distributed Energy Resources under Demand Charges and Bi-Directional Power Flow | Mar 10, 2025 | energy managementManagement | —Unverified | 0 |
| Real-Time Line Parameter Estimation Method for Multi-Phase Unbalanced Distribution Networks | Mar 10, 2025 | energy managementManagement | —Unverified | 0 |
| Privacy Protection in Prosumer Energy Management Based on Federated Learning | Mar 9, 2025 | energy managementFederated Learning | —Unverified | 0 |
| Game Theory in Formula 1: Multi-agent Physical and Strategical Interactions | Mar 7, 2025 | Autonomous Racingenergy management | —Unverified | 0 |
| Community Energy Management System for Fast Frequency Response: A Hierarchical Control Approach | Mar 7, 2025 | energy managementManagement | —Unverified | 0 |
| Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm | Mar 6, 2025 | Cloud ComputingEdge-computing | —Unverified | 0 |
| NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics | Mar 5, 2025 | 3D Reconstructionenergy management | —Unverified | 0 |
| Proton Flows, Proton Gradients and Subcellular Architecture in Biological Energy Conversion | Mar 5, 2025 | energy managementManagement | —Unverified | 0 |
| Machine Learning-based Regional Cooling Demand Prediction with Optimised Dataset Partitioning | Mar 4, 2025 | Bayesian Optimisationenergy management | —Unverified | 0 |
| PINN-DT: Optimizing Energy Consumption in Smart Building Using Hybrid Physics-Informed Neural Networks and Digital Twin Framework with Blockchain Security | Mar 1, 2025 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models | Feb 16, 2025 | energy managementMixture-of-Experts | —Unverified | 0 |
| Design and Implementation of Scalable Communication Interfaces for Reliable and Stable Real-time Co-Simulation of Power Systems | Feb 11, 2025 | energy management | —Unverified | 0 |
| A Comprehensive Energy Management Application Method considering Smart Home Occupant Behavior using IoT and Real Big Data | Feb 9, 2025 | energy managementManagement | —Unverified | 0 |
| Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types | Feb 7, 2025 | Diversityenergy management | —Unverified | 0 |
| Hourly Short Term Load Forecasting for Residential Buildings and Energy Communities | Jan 31, 2025 | energy managementLoad Forecasting | —Unverified | 0 |
| Economic Nonlinear Model Predictive Control of Prosumer District Heating Networks: The Extended Version | Jan 29, 2025 | energy managementModel Predictive Control | —Unverified | 0 |
| Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles | Jan 26, 2025 | Code Generationenergy management | —Unverified | 0 |
| An Extensive and Methodical Review of Smart Grids for Sustainable Energy Management-Addressing Challenges with AI, Renewable Energy Integration and Leading-edge Technologies | Jan 23, 2025 | energy managementManagement | —Unverified | 0 |
| Learning to Optimize Joint Chance-constrained Power Dispatch Problems | Jan 22, 2025 | energy management | —Unverified | 0 |
| Distributed Multi-Head Learning Systems for Power Consumption Prediction | Jan 21, 2025 | Diversityenergy management | —Unverified | 0 |
| Optimizing Carbon Footprint in ICT through Swarm Intelligence with Algorithmic Complexity | Jan 20, 2025 | energy management | —Unverified | 0 |
| Integrating Expert and Physics Knowledge for Modeling Heat Load in District Heating Systems | Jan 18, 2025 | energy managementManagement | —Unverified | 0 |
| Large Language Model Interface for Home Energy Management Systems | Jan 14, 2025 | energy managementLanguage Modeling | —Unverified | 0 |
| Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers | Jan 12, 2025 | energy managementKolmogorov-Arnold Networks | —Unverified | 0 |
| Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data | Jan 10, 2025 | Anomaly Detectionenergy management | —Unverified | 0 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 |
| Preventive Energy Management for Distribution Systems Under Uncertain Events: A Deep Reinforcement Learning Approach | Dec 26, 2024 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Short-Term Forecasting of Thermostatic and Residential Loads Using Long Short-Term Memory Recurrent Neural Networks | Dec 20, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| A novel ML-fuzzy control system for optimizing PHEV fuel efficiency and extending electric range under diverse driving conditions | Dec 12, 2024 | energy management | —Unverified | 0 |
| Accurate Prediction of Temperature Indicators in Eastern China Using a Multi-Scale CNN-LSTM-Attention model | Dec 11, 2024 | energy managementTime Series Forecasting | —Unverified | 0 |
| Utility-Scale Bifacial Solar Photovoltaic System: Optimum Sizing and Techno-Economic Evaluation | Dec 10, 2024 | energy management | —Unverified | 0 |
| RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks | Dec 2, 2024 | energy managementIn-Context Learning | —Unverified | 0 |
| Distributionally Robust Chance-Constrained Energy Management of Multi-Building Residential Apartment Complexes Using Wasserstein Metric | Dec 1, 2024 | energy managementManagement | —Unverified | 0 |
| A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids | Nov 22, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Real-Time AI-Driven People Tracking and Counting Using Overhead Cameras | Nov 15, 2024 | energy managementManagement | —Unverified | 0 |