Non-Intrusive Load Monitoring Toolkit (nilmtk)
-
Updated
Apr 23, 2024 - Python
Non-Intrusive Load Monitoring Toolkit (nilmtk)
Disseminated, Distributed OS for Hardware Resource Disaggregation. USENIX OSDI 2018 Best Paper.
Meteorology Simulator
A curated resources of awesome NILM resources
Splash, a flexible Spark shuffle manager that supports user-defined storage backends for shuffle data storage and exchange
Passive Disaggregated Persistent Memory at USENIX ATC 2020.
C++-Implementation of a flexible algorithm for regional and sectoral disaggregation of multi-regional input-output (MRIO) tables.
Overview of research papers with focus on low frequency NILM employing DNNs
DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory (PVLDB 2022, VLDB 2023)
Two-Steps Benchmarks for Time Series Disaggregation (French Quarterly National Accounts methodology)
Simple DSMR P1 logger that work with USB cable and sqlite datebase
Nonparametric space-time streamflow disaggregation using knn
Random Forest-informed Population Disaggregation R package
Complete set of electrical parameters, including energy consumption, power quality, and all harmonic contents (up to 2kHz). Time-synchronous data reported from real buildings and appliances at 1 second intervals.
Command line script and Python package for working with meteorological time-series data.
Monitoramento Não-Intrusivo de Carga Elétrica e Identificação de Consumidores Individuais
Code for "Data efficient energy disaggregation with behind-the-meter energy resources."
Add a description, image, and links to the disaggregation topic page so that developers can more easily learn about it.
To associate your repository with the disaggregation topic, visit your repo's landing page and select "manage topics."