Results 111 to 120 of about 7,383 (190)

General NILM Methodology for Algorithm Parametrization, Optimization and Performance Evaluation

Buildings
The research area of NILM exhibits a high heterogeneity regarding approaches and characteristics, especially in terms of the applied algorithms, measurement data, quantities, and features used, as well as congruent appliance event and state definitions ...
Matthias Maier, Simon Schramm
doaj   +1 more source

A Cost‐Effective NILM Solution With Three‐Point Labelling and Non‐Causal Convolution Technique

IET Smart Grid
Although deep learning is increasingly promising in the field of Non‐Intrusive Load Monitoring (NILM) these days, the high costs of data recording and labelling represent a significant challenge for the training of supervised models.
Yanan Zhang, Gan Zhou, Yanjun Feng, Zhan Liu, Li Huang, Zhi Li, Rui Bo   +6 more
doaj   +1 more source

Online non-intrusive load monitoring: A review

Energy Nexus
Significant progress has been achieved in managing energy consumption in the residential sector in recent years. However, the industrial sector requires better coverage due to its substantial challenges.
David Cruz-Rangel, Carlos Ocampo-Martinez, Javier Diaz-Rozo   +2 more
doaj   +1 more source

Μη παρεμβατική παρακολούθηση φορτίου σε οικιακούς καταναλωτές(NILM)

, 2023
The smart grid technology requires constant and intensive system control, both on the electricity generation and demand side. The real time load recording and data analysis for residential and commercial customers consists one of most critical factors in system optimisation.
openaire   +1 more source

Non-invasive host transcriptome and HPV oncogene expression map the molecular landscape of HPV-driven cervical lesions. [PDF]

PLoS One
Ayass MA, Zaman N, Griko N, Pashkov V, Zhu K, Abbas G, Ghelan M, Nair RR, Okyay T, Zhang J, Abi-Mosleh L.   +10 more
europepmc   +1 more source

An Information-Theoretic Analysis of High-Frequency Load Disaggregation. [PDF]

Entropy (Basel)
Rodrigues GAP, Serrano ALM, Filho GPR, Gonçalves VP, Meneguette RI.   +4 more
europepmc   +1 more source

The diagnostic value of colposcopy in postmenopausal women: a retrospective study. [PDF]

BMC Womens Health
Li P, Wang H.
europepmc   +1 more source

Robust Cell-Level Classification for Liquid-Based Cervical Cytology Using Deep Transfer Learning: A Multi-Source Study Addressing Scanner-Induced Domain Shifts. [PDF]

Bioengineering (Basel)
Coskun G, Akuner MC, Kaplanoglu E.
europepmc   +1 more source

HPV testing with 16/18 genotyping for risk stratification among women with normal cytology: a multicenter prospective cohort study from China. [PDF]

J Clin Microbiol
Zhang J, Wang H, Liu Y, Li Z, Feng X, Luo X, Chen W, Zhang S, Yang H, Qiao Y.   +9 more
europepmc   +1 more source

A Hybrid Federated Learning Framework for Enhancing Privacy and Robustness in Non-Intrusive Load Monitoring. [PDF]

Sensors (Basel)
Rong J, Zhou Q, Wu H.
europepmc   +1 more source