Results 41 to 50 of about 7,383 (190)

Deep Learning Based Non-Intrusive Load Monitoring for a Three-Phase System

IEEE Access, 2023
Non-Intrusive Load Monitoring (NILM) is a method to determine the power consumption of individual appliances from the overall power consumption measured by a single measurement device, which is usually the main meter.
B. Gowrienanthan, N. Kiruthihan, K. D. I. S. Rathnayake, S. Kiruthikan, V. Logeeshan, S. Kumarawadu, C. Wanigasekara   +6 more
doaj   +1 more source

Improved method of non-intrusive load monitoring based on compressed sensing

International Journal of Electrical Power & Energy Systems
Compressed Sensing (CS) has become one of the way to solve the problem of massive monitoring data in smart grid due to its characteristics of low-frequency sampling and simple compression.
Bo Yuan, Hong Liu, Shaoyun Ge, Guoping Liu   +3 more
doaj   +1 more source

Demand Response Strategy Based on Reinforcement Learning and Fuzzy Reasoning for Home Energy Management [PDF]

, 2020
As energy demand continues to increase, demand response (DR) programs in the electricity distribution grid are gaining momentum and their adoption is set to grow gradually over the years ahead. Demand response schemes seek to incentivise consumers to use
Alfaverh, Fayiz, Denai, Mouloud, Sun, Yichuang   +2 more
core   +2 more sources

Home energy efficiency evaluation based on NILM

Procedia Computer Science, 2021
Abstract This paper proposes a home appliance energy efficiency assessment method based on non-intrusive load monitoring (NILM). For the home appliance energy efficiency assessment, firstly, the NILM technology is used to analyze the user side power consumption data, and the power consumption details of the various appliances inside the user’s home ...
Wenqian Jiang, Litao Tang, Xingqiu Wei
openaire   +1 more source

Optimising Parameters in Recurrence Quantification Analysis of Smart Energy Systems [PDF]

, 2018
Recurrence Quantification Analysis (RQA) can help to detect significant events and phase transitions of a dynamical system, but choosing a suitable set of parameters is crucial for the success.
Giasemidis, Georgios, Vukadinovic Greetham, Danica   +1 more
core   +3 more sources

Hybrid ILM–NILM Smart Plug system

International Journal of Electrical Power & Energy Systems
Electrical load classification is generally divided into intrusive and non-intrusive approaches, both having their limitations and advantages. With the non-intrusive approach, controlling appliances is not possible, but the installation cost of a single measurement device is cheap.
Dániel István Németh, Kálmán Tornai
openaire   +2 more sources

SOX1/PAX1 Methylation for Triage of HPV‐Positive Women in Cervical Cancer Screening: A Cohort Study

BJOG: An International Journal of Obstetrics &Gynaecology, EarlyView.
ABSTRACT Objective To establish a better triage strategy using SOX1/PAX1 methylation detection for high‐risk HPV (hrHPV)‐positive women than cytology. Design A cohort study. Setting Population‐based cervical cancer (CC) screening cohort. Population A total of 5684 women were enrolled.
Hongyu Xie, Junyan Li, Huiru Huang, Ansong Emmanuel, Hui Wang, Weiguo Lu, Xiao Li   +6 more
wiley   +1 more source

Evaluation of the management of Hr-HPV+/PapTest- women. Results at 1-year recall [PDF]

, 2015
With cervical cancer screening the choice of 1-year as a period of follow-up in positive high-risk HPV women without cytological lesions is still under discussion. We evaluated the management of these women and the role of HPV genotyping test.
Bellardini, Paola, Cacciotti, Jessica, Chiappetta, Caterina, DI CRISTOFANO, Claudio, Lendaro, Eugenio, Migliore, Giovanna, Petrozza, Vincenzo, Puggioni, Chiara, Rocca, Carlo Della, Zaralli, Roberto   +9 more
core  

Application and Impact of Quality Assurance Dashboards in Cytology Laboratories—The CytoLog Application

Cytopathology, EarlyView.
The study introduces the CytoLog performance dashboard application for cytology laboratories featuring selected key performance indicators for management and staff. The application is adaptable to various laboratory settings, enhances engagement and interaction with quality, promotes self‐directed quality improvement, and helps mitigate potential bias ...
István Kovács, Péter Tamás Gesztelyi, Sándor Fiák, Tamás Székely, Szabolcs Takács, Ilona Kovács, Gábor Méhes, Balázs Járay   +7 more
wiley   +1 more source

An In Depth Study into Using EMI Signatures for Appliance Identification

, 2014
Energy conservation is a key factor towards long term energy sustainability. Real-time end user energy feedback, using disaggregated electric load composition, can play a pivotal role in motivating consumers towards energy conservation. Recent works have
Jain M., Lee W., Leeb S. B., Parson O., Paul C. R., Russell M. J., Shaw S. R., Zoha A.   +7 more
core   +1 more source