20 skills found
nilmtk / NilmtkNon-Intrusive Load Monitoring Toolkit (nilmtk)
zhgqcn / Awesome NILM With CodeA repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
beckel / Nilm EvalNILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
smakonin / SparseNILMThe super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal paper.
ZhangRaymond / Neural NILMAn Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are proposed.
LucasNolasco / DeepDFML NILMA new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitoring (NILM) approaches, with a single model for high-frequency signals.
UCA-Datalab / Nilm Thresholding:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.
maechler / NnilmA reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.
18D070001 / Electrical Devices Identification ModelElectrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.
mukkla / LowFreq DNN NILMOverview of research papers with focus on low frequency NILM employing DNNs
LucasNolasco / ST NILMST-NILM is a new integrated architecture based on the Scattering Transform. It has a DCN (Deep Convolutional Network) with analytical wavelet-based non-trained weights, shared with fully connected output networks that perform event detection and multi-label classification of aggregate loads.
compsust / ALIP NILMAn aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.
smakonin / NILM PerformanceEvalNILM performance evaluation functions use in the Springer Energy Efficiency journal paper.
compsust / KP NILMSupervised NILM using multiple-choice knapsack problem (MCKP).
klemenjak / Nilm Transferability MetricsMetrics to assess the generalisation ability of NILM algorithms
muleina / COMMIT NILMCOMMIT-NILM: COMputational MonItoring Tool for NILM Algorithms
ejpalacios / Event Detection PremisesEvent detection algorithms for NILM
swlin0328 / Signal ProcessNILM algorithms based on Keras (2018)
ECGomes / Nilm AlgorithmsNo description available
sjjsy / Sor NilmA repository to house an NFHMM algorithm implementation and a report and presentation related to a NILM related project on the SOR course.
