datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nilmbench-ukdale
NILMbench processed UK-DALE splits
Pre-processed 16 kHz voltage/current frames and per-category active-power
labels from the UK-DALE 2015 release, packaged for the NILMbench benchmark
(House 1 → House 2 cross-household evaluation).
Layout
train/ 10,000 sparse class-balanced 6-second frames from House 1
val/ 1,000 sparse class-balanced 6-second frames from House 1
benchmark/ 2,000 sparse class-balanced 6-second frames from House 2
Each split… See the full description on the dataset page: https://huggingface.co/datasets/Pybunny/nilmbench-ukdale.PV-Augmented-NILM-Datasets
PV-Augmented NILM Datasets
Paper | GitHub
This repository contains synthesized photovoltaic (PV) augmented datasets for Non-Intrusive Load Monitoring (NILM). The toolkit enables researchers to create realistic scenarios of residential solar energy integration into public datasets (such as REDD and UK-DALE) to evaluate disaggregation algorithms under renewable energy conditions.
This work was presented in the ACM e-Energy 2026 paper "Energy Injection Identification enabled… See the full description on the dataset page: https://huggingface.co/datasets/wangxudong/PV-Augmented-NILM-Datasets.pap_smear_nilm