| DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting | Dec 14, 2024 | Clusteringenergy management | CodeCode Available | 5 | 5 |
| Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions | Dec 3, 2024 | energy managementManagement | CodeCode Available | 2 | 5 |
| A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control | May 20, 2024 | energy managementManagement | CodeCode Available | 2 | 5 |
| A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement Learning | Mar 1, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| CommonPower: A Framework for Safe Data-Driven Smart Grid Control | Jun 5, 2024 | Benchmarkingenergy management | CodeCode Available | 1 | 5 |
| Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting | Mar 31, 2025 | energy managementTime Series | CodeCode Available | 1 | 5 |
| MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data | Jul 27, 2023 | energy managementNon-Intrusive Load Monitoring | CodeCode Available | 1 | 5 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 | 5 |
| Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm | May 9, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| How will electric vehicles affect traffic congestion and energy consumption: an integrated modelling approach | Oct 26, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks | Nov 14, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model | May 31, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management | Dec 18, 2020 | energy managementManagement | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks | Feb 6, 2020 | energy managementenergy trading | CodeCode Available | 1 | 5 |
| An optimal home energy management system for modulating heat pumps and photovoltaic systems | Sep 4, 2020 | energy managementManagement | CodeCode Available | 1 | 5 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 | 5 |
| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows | Jun 17, 2021 | energy managementManagement | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Online Mixed-Integer Optimization in Milliseconds | Jul 4, 2019 | energy managementManagement | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling | Aug 1, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| Probabilistic Load Forecasting Based on Adaptive Online Learning | Nov 30, 2020 | energy managementLoad Forecasting | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Decentralized Energy Marketplace via NFTs and AI-based Agents | Nov 17, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| BEAR: Physics-Principled Building Environment for Control and Reinforcement Learning | Nov 27, 2022 | energy managementManagement | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances | Jul 18, 2023 | energy managementManagement | CodeCode Available | 0 | 5 |
| TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning Agents | Apr 18, 2024 | energy managementOffline RL | CodeCode Available | 0 | 5 |
| SPDNet: Seasonal-Periodic Decomposition Network for Advanced Residential Demand Forecasting | Mar 28, 2025 | Computational EfficiencyDemand Forecasting | CodeCode Available | 0 | 5 |
| Solar Radiation Prediction in the UTEQ based on Machine Learning Models | Dec 29, 2023 | energy management | CodeCode Available | 0 | 5 |
| TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm | Apr 17, 2023 | energy managementManagement | CodeCode Available | 0 | 5 |
| Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems | Aug 14, 2024 | energy managementManagement | CodeCode Available | 0 | 5 |
| A Cost-Effective, Scalable, and Portable IoT Data Infrastructure for Indoor Environment Sensing | Oct 26, 2021 | energy managementManagement | CodeCode Available | 0 | 5 |
| Balancing Forecast Accuracy and Switching Costs in Online Optimization of Energy Management Systems | Jun 29, 2024 | Decision Makingenergy management | CodeCode Available | 0 | 5 |
| Understanding the Safety Requirements for Learning-based Power Systems Operations | Oct 11, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach | Oct 3, 2024 | energy managementGPU | CodeCode Available | 0 | 5 |
| Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks | Jun 17, 2025 | energy managementTime Series Forecasting | CodeCode Available | 0 | 5 |
| Mixed-Integer Optimal Control via Reinforcement Learning: A Case Study on Hybrid Electric Vehicle Energy Management | May 2, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Hierarchical Control in Islanded DC Microgrids with Flexible Structures | Oct 11, 2019 | energy managementManagement | CodeCode Available | 0 | 5 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 | 5 |
| EnergyStar++: Towards more accurate and explanatory building energy benchmarking | Oct 30, 2019 | Benchmarkingenergy management | CodeCode Available | 0 | 5 |
| Just In Time Transformers | Oct 22, 2024 | energy managementLoad Forecasting | CodeCode Available | 0 | 5 |
| MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception | Jun 15, 2024 | Autonomous Drivingenergy management | CodeCode Available | 0 | 5 |
| Comparison of Forecasting Methods of House Electricity Consumption for Honda Smart Home | Aug 11, 2022 | energy managementManagement | CodeCode Available | 0 | 5 |
| A Verifiable Framework for Cyber-Physical Attacks and Countermeasures in a Resilient Electric Power Grid | Apr 28, 2021 | energy managementManagement | CodeCode Available | 0 | 5 |
| A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning | Mar 14, 2025 | energy managementManagement | CodeCode Available | 0 | 5 |
| A Heuristics-based Home Energy Management System for Demand Response | Apr 16, 2020 | energy managementManagement | —Unverified | 0 | 0 |
