| Towards Real-world Deployment of NILM Systems: Challenges and Practices | Sep 23, 2024 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring | Jul 5, 2022 | ArticlesNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing | Jan 8, 2023 | Edge-computingNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach | May 21, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households | Aug 20, 2019 | ManagementNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Unsupervised Disaggregation of Water Heater Load from Smart Meter Data Processing | Apr 7, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Subtask Gated Networks for Non-Intrusive Load Monitoring | Nov 16, 2018 | blind source separationGeneral Classification | —Unverified | 0 | 0 |
| Adaptive Event Detection for Representative Load Signature Extraction | Jul 23, 2021 | Event DetectionNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| A Data-Efficient Approach to Behind-the-Meter Solar Generation Disaggregation | May 17, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| A Deep Learning Technique using Low Sampling rate for residential Non Intrusive Load Monitoring | Nov 7, 2021 | blind source separationNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Adversarial Energy Disaggregation for Non-intrusive Load Monitoring | Aug 2, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| A Federated Learning Framework for Non-Intrusive Load Monitoring | Apr 4, 2021 | Federated LearningModel Selection | —Unverified | 0 | 0 |
| A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring | Mar 21, 2019 | Event DetectionNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| A Multi-Head Convolutional Neural Network Based Non-Intrusive Load Monitoring Algorithm Under Dynamic Grid Voltage Conditions | May 31, 2022 | energy managementManagement | —Unverified | 0 | 0 |
| A Non-Intrusive Load Monitoring Approach for Very Short Term Power Predictions in Commercial Buildings | Jul 23, 2020 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation | Apr 22, 2025 | Dynamic Time WarpingEdge-computing | —Unverified | 0 | 0 |
| A Novel Hybrid Deep Learning Approach for Non-Intrusive Load Monitoring of Residential Appliance Based on Long Short Term Memory and Convolutional Neural Networks | Apr 15, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring | Feb 13, 2020 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Benchmarking Active Learning for NILM | Nov 24, 2024 | Active LearningBenchmarking | —Unverified | 0 | 0 |
| Conv-NILM-Net, a causal and multi-appliance model for energy source separation | Aug 3, 2022 | Non-Intrusive Load MonitoringSpeech Separation | —Unverified | 0 | 0 |
| Convolutional Sequence to Sequence Non-intrusive Load Monitoring | Jun 6, 2018 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances | Jul 3, 2019 | Non-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Deep Learning Innovations for Energy Efficiency: Advances in Non-Intrusive Load Monitoring and EV Charging Optimization for a Sustainable Grid | May 7, 2025 | Deep Reinforcement LearningNon-Intrusive Load Monitoring | —Unverified | 0 | 0 |
| Deep Sparse Coding for Non-Intrusive Load Monitoring | Dec 11, 2019 | blind source separationDictionary Learning | —Unverified | 0 | 0 |