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energy management

energy management is to schedule energy units inside the systems, enabling an reliable, safe and cost-effective operation

Papers

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Showing 1–50 of 515 papers

TitleStatusHype
DUET: Dual Clustering Enhanced Multivariate Time Series ForecastingCode5
Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate InteractionsCode2
A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive ControlCode2
Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series ForecastingCode1
CommonPower: A Framework for Safe Data-Driven Smart Grid ControlCode1
A fast balance optimization approach for charging enhancement of lithium-ion battery packs through deep reinforcement learningCode1
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load ForecastingCode1
A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement LearningCode1
Decentralized Energy Marketplace via NFTs and AI-based AgentsCode1
MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled DataCode1
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural NetworkCode1
Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning ApproachCode1
DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion ModelCode1
Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning AlgorithmCode1
Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement LearningCode1
BEAR: Physics-Principled Building Environment for Control and Reinforcement LearningCode1
Performance Comparison of Deep RL Algorithms for Energy Systems Optimal SchedulingCode1
A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric VehiclesCode1
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural NetworksCode1
How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approachCode1
A deep generative model for probabilistic energy forecasting in power systems: normalizing flowsCode1
CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy ModelCode1
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market: extended versionCode1
Peer-to-peer energy trading in smart grid through blockchain: A double auction-based game theoretic approachCode1
CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy ManagementCode1
Probabilistic Load Forecasting Based on Adaptive Online LearningCode1
An optimal home energy management system for modulating heat pumps and photovoltaic systemsCode1
A Stochastic Game Framework for Efficient Energy Management in Microgrid NetworksCode1
Online Mixed-Integer Optimization in MillisecondsCode1
AI-Based Demand Forecasting and Load Balancing for Optimising Energy use in Healthcare Systems: A real case study—0
Leveraging External Factors in Household-Level Electrical Consumption Forecasting using HypernetworksCode0
Evaluation methodology of Model Predictive Controllers for building's energy systems—0
Behavioral Generative Agents for Energy Operations—0
Can Time-Series Foundation Models Perform Building Energy Management Tasks?—0
Model Predictive Control-Based Optimal Energy Management of Autonomous Electric Vehicles Under Cold Temperatures—0
A Data-driven Predictive Control Architecture for Train Thermal Energy Management—0
Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices—0
Partially-Supervised Neural Network Model For Quadratic Multiparametric Programming—0
Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees—0
HMPC-assisted Adversarial Inverse Reinforcement Learning for Smart Home Energy Management—0
Algorithmic Control Improves Residential Building Energy and EV Management when PV Capacity is High but Battery Capacity is Low—0
Agent-Based Decentralized Energy Management of EV Charging Station with Solar Photovoltaics via Multi-Agent Reinforcement Learning—0
Multi-Objective Optimization Algorithms for Energy Management Systems in Microgrids: A Control Strategy Based on a PHIL System—0
Control of Renewable Energy Communities using AI and Real-World Data—0
Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring—0
An Overview of the Prospects and Challenges of Using Artificial Intelligence for Energy Management Systems in Microgrids—0
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach—0
Integration of Multi-Mode Preference into Home Energy Management System Using Deep Reinforcement Learning—0
Privacy-Preserving Personalized Federated Learning for Distributed Photovoltaic Disaggregation under Statistical Heterogeneity—0
PV-VLM: A Multimodal Vision-Language Approach Incorporating Sky Images for Intra-Hour Photovoltaic Power Forecasting—0
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