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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

Showing 150 of 515 papers

TitleStatusHype
DUET: Dual Clustering Enhanced Multivariate Time Series ForecastingCode5
A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive ControlCode2
Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate InteractionsCode2
A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement LearningCode1
DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion ModelCode1
BEAR: Physics-Principled Building Environment for Control and Reinforcement LearningCode1
A fast balance optimization approach for charging enhancement of lithium-ion battery packs through deep reinforcement learningCode1
A deep generative model for probabilistic energy forecasting in power systems: normalizing flowsCode1
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load ForecastingCode1
Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series ForecastingCode1
Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement LearningCode1
Online Mixed-Integer Optimization in MillisecondsCode1
Decentralized Energy Marketplace via NFTs and AI-based AgentsCode1
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market: extended versionCode1
CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy ManagementCode1
An optimal home energy management system for modulating heat pumps and photovoltaic systemsCode1
CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy ModelCode1
Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning ApproachCode1
Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning AlgorithmCode1
Performance Comparison of Deep RL Algorithms for Energy Systems Optimal SchedulingCode1
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural NetworksCode1
A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric VehiclesCode1
Probabilistic Load Forecasting Based on Adaptive Online LearningCode1
Peer-to-peer energy trading in smart grid through blockchain: A double auction-based game theoretic approachCode1
CommonPower: A Framework for Safe Data-Driven Smart Grid ControlCode1
MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled DataCode1
How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approachCode1
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural NetworkCode1
A Stochastic Game Framework for Efficient Energy Management in Microgrid NetworksCode1
A Heuristics-based Home Energy Management System for Demand Response0
Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning0
A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming0
Aging-aware Energy Management for Residential Multi-Carrier Energy Systems0
A Cyber-Physical Architecture for Microgrids based on Deep learning and LORA Technology0
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis0
Agent-Based Decentralized Energy Management of EV Charging Station with Solar Photovoltaics via Multi-Agent Reinforcement Learning0
A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings0
Active Inference for Energy Control and Planning in Smart Buildings and Communities0
A full-time scale energy management and battery size optimization for off-grid renewable power to hydrogen systems: A battery energy storage-based grid-forming case in Inner Mongolian0
A Neural Network-Based Energy Management System for PV-Battery Based Microgrids0
A Federated learning model for Electric Energy management using Blockchain Technology0
ABODE-Net: An Attention-based Deep Learning Model for Non-intrusive Building Occupancy Detection Using Smart Meter Data0
A Differential Smoothness-based Compact-Dynamic Graph Convolutional Network for Spatiotemporal Signal Recovery0
An energy management system model with power quality constraints for unbalanced multi-microgrids interacting in a local energy market0
An Energy Management System Approach for Power System Cyber-Physical Resilience0
Analysis and Knowledge Discovery from Sensors Data to Improve Energy Efficiency0
An Add-on Model Predictive Control Strategy for the Energy Management of Hybrid Electric Tractors0
A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain0
An Extensive and Methodical Review of Smart Grids for Sustainable Energy Management-Addressing Challenges with AI, Renewable Energy Integration and Leading-edge Technologies0
Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles0
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