| DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting | Dec 14, 2024 | Clusteringenergy management | CodeCode Available | 5 |
| A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control | May 20, 2024 | energy managementManagement | CodeCode Available | 2 |
| Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions | Dec 3, 2024 | energy managementManagement | CodeCode Available | 2 |
| A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement Learning | Mar 1, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 |
| BEAR: Physics-Principled Building Environment for Control and Reinforcement Learning | Nov 27, 2022 | energy managementManagement | CodeCode Available | 1 |
| A fast balance optimization approach for charging enhancement of lithium-ion battery packs through deep reinforcement learning | Apr 24, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows | Jun 17, 2021 | energy managementManagement | CodeCode Available | 1 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting | Mar 31, 2025 | energy managementTime Series | CodeCode Available | 1 |
| Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Online Mixed-Integer Optimization in Milliseconds | Jul 4, 2019 | energy managementManagement | CodeCode Available | 1 |
| Decentralized Energy Marketplace via NFTs and AI-based Agents | Nov 17, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market: extended version | May 28, 2021 | energy managementManagement | CodeCode Available | 1 |
| CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management | Dec 18, 2020 | energy managementManagement | CodeCode Available | 1 |
| An optimal home energy management system for modulating heat pumps and photovoltaic systems | Sep 4, 2020 | energy managementManagement | CodeCode Available | 1 |
| CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model | May 31, 2021 | energy managementManagement | CodeCode Available | 1 |
| Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach | Jun 23, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm | May 9, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling | Aug 1, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 |
| A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles | Feb 22, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Probabilistic Load Forecasting Based on Adaptive Online Learning | Nov 30, 2020 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Peer-to-peer energy trading in smart grid through blockchain: A double auction-based game theoretic approach | Apr 5, 2021 | energy managementenergy trading | CodeCode Available | 1 |
| CommonPower: A Framework for Safe Data-Driven Smart Grid Control | Jun 5, 2024 | Benchmarkingenergy management | CodeCode Available | 1 |
| MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data | Jul 27, 2023 | energy managementNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach | Oct 26, 2021 | energy managementManagement | CodeCode Available | 1 |
| Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network | Jul 4, 2023 | energy managementManagement | CodeCode Available | 1 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 |
| A Heuristics-based Home Energy Management System for Demand Response | Apr 16, 2020 | energy managementManagement | —Unverified | 0 |
| Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning | Jul 24, 2020 | energy managementManagement | —Unverified | 0 |
| A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming | Apr 3, 2021 | energy managementGPU | —Unverified | 0 |
| Aging-aware Energy Management for Residential Multi-Carrier Energy Systems | Mar 20, 2025 | energy managementManagement | —Unverified | 0 |
| A Cyber-Physical Architecture for Microgrids based on Deep learning and LORA Technology | Dec 14, 2023 | Cyber Attack Detectionenergy management | —Unverified | 0 |
| A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis | Sep 10, 2022 | Anomaly DetectionDiversity | —Unverified | 0 |
| Agent-Based Decentralized Energy Management of EV Charging Station with Solar Photovoltaics via Multi-Agent Reinforcement Learning | May 24, 2025 | energy managementManagement | —Unverified | 0 |
| A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings | May 23, 2024 | BenchmarkingData Integration | —Unverified | 0 |
| Active Inference for Energy Control and Planning in Smart Buildings and Communities | Mar 23, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| 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 Mongolian | Jan 5, 2024 | energy managementScheduling | —Unverified | 0 |
| A Neural Network-Based Energy Management System for PV-Battery Based Microgrids | Jun 14, 2022 | energy managementLoad Forecasting | —Unverified | 0 |
| A Federated learning model for Electric Energy management using Blockchain Technology | Jul 18, 2023 | energy managementFederated Learning | —Unverified | 0 |
| ABODE-Net: An Attention-based Deep Learning Model for Non-intrusive Building Occupancy Detection Using Smart Meter Data | Dec 21, 2022 | energy managementManagement | —Unverified | 0 |
| A Differential Smoothness-based Compact-Dynamic Graph Convolutional Network for Spatiotemporal Signal Recovery | Aug 6, 2024 | energy managementManagement | —Unverified | 0 |
| An energy management system model with power quality constraints for unbalanced multi-microgrids interacting in a local energy market | Dec 4, 2022 | energy managementManagement | —Unverified | 0 |
| An Energy Management System Approach for Power System Cyber-Physical Resilience | Oct 7, 2021 | energy managementManagement | —Unverified | 0 |
| Analysis and Knowledge Discovery from Sensors Data to Improve Energy Efficiency | Mar 12, 2025 | energy managementManagement | —Unverified | 0 |
| An Add-on Model Predictive Control Strategy for the Energy Management of Hybrid Electric Tractors | Aug 4, 2023 | energy managementManagement | —Unverified | 0 |
| A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain | Aug 5, 2021 | energy managementLoad Forecasting | —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 |
| Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles | Jun 1, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |