Results 101 to 110 of about 2,135 (206)

Recent approaches and applications of non-intrusive load monitoring [PDF]

, 2016
The Appliance Load Monitoring is vital in every energy consuming system be it commercial, residential or industrial in nature. Traditional load monitoring system, which used to be intrusive in nature require the installation of sensors to every load of ...
Abubakar, I., Khalid, S. N., Mustafa, M. W., Mustapha, M., Shareef, Hussain   +4 more
core  

Load Disaggregation Using Microscopic Power Features and Pattern Recognition

Energies, 2019
A new generation of smart meters are called cognitive meters, which are essentially based on Artificial Intelligence (AI) and load disaggregation methods for Non-Intrusive Load Monitoring (NILM).
Wesley Angelino de Souza, Fernando Deluno Garcia, Fernando Pinhabel Marafão, Luiz Carlos Pereira da Silva, Marcelo Godoy Simões   +4 more
doaj   +1 more source

Field Demonstration of a Real-time Non-intrusive Monitoring System for Condition-based Maintenance [PDF]

, 2009
The performance of important electrical loads on mission critical systems like warships or off-shore platforms is often tracked by dedicated monitoring equipment. Individual monitoring of each load is expensive and risky.
Branch, Perry, Cox, Robert W., Douglas, Keith, Elkins, Greg, Foulks, Edward L., Fuller, Ashley, Jones, Richard, Leeb, Steven B., Leghorn, Jeremy, Paris, Jim, Proper, Ethan, Wichakool, Warit   +11 more
core  

An embedded system prototype for non-intrusive load monitoring [PDF]

, 2018
Load monitoring is important for electrical power management solutions, allowing for specific energy consumption statistics of a device to trace programming methods, for optimal energy consumption.
Espinosa Gutiérrez, Andy Josué
core  

Hybrid Transformer–Convolutional Neural Network Approach for Non-Intrusive Load Analysis in Industrial Processes

Energies
With global efforts intensifying towards achieving carbon neutrality, accurately monitoring and managing energy consumption in industrial sectors has become critical.
Gengsheng He, Yu Huang, Ying Zhang, Yuanzhe Zhu, Yuan Leng, Nan Shang, Jincan Zeng, Zengxin Pu   +7 more
doaj   +1 more source

A non-intrusive load monitoring algorithm based on real-time feature extraction and deep learning model

International Journal of Electrical Power & Energy Systems
Researchers are increasingly interested in Non-intrusive Load Monitoring (NILM) as a cost-effective alternative to Intrusive Load Monitoring (ILM) for smart home energy monitoring. However, most NILM studies assume a fixed number of appliances and adjust
Behrooz Taheri, Mostafa Sedighizadeh, Mohammad Reza Nasiri, Alireza Sheikhi Fini   +3 more
doaj   +1 more source

Hybrid HDBSCAN-FHMM Approach for Energy Disaggregation in Non-Intrusive Load Monitoring (NILM) Systems

IEEE Access
Non-intrusive load monitoring (NILM) is emerging as a useful approach to improving the energy efficiency of buildings and households, particularly in the face of the growing challenges of environmental sustainability. Despite recent advances, the accuracy and reliability of disaggregation algorithms remain limited by the diversity of household energy ...
Leonce W. Tokam, Sena K. Apeke, Sanoussi S. Ouro-Djobo   +2 more
openaire   +2 more sources

An Ensemble Method for Non-Intrusive Load Monitoring (NILM) Applied to Deep Learning Approaches

Energies
Climate change, primarily driven by human activities such as burning fossil fuels, is causing significant long-term changes in temperature and weather patterns. To mitigate these impacts, there is an increased focus on renewable energy sources. However, optimizing power consumption through effective usage control and waste recycling also offers ...
Silvia Moreno, Hector Teran, Reynaldo Villarreal, Yolanda Vega-Sampayo, Jheifer Paez, Carlos Ochoa, Carlos Alejandro Espejo, Sindy Chamorro-Solano, Camilo Montoya   +8 more
openaire   +2 more sources

A Non-invasive Load Recognition Approach Incorporating SENet Attention Mechanism and GA-CNN

Zhongguo dianli
With the popularization of smart meters and the gradual improvement of grid informatization and digitization, non-intrusive load monitoring (NILM) on the demand side of residential customers' energy usage is becoming one of the key technologies for power
Xin SHEN, Gang WANG, Yitao ZHAO, Zhao LUO, Zhao LI, Xiaohua YANG   +5 more
doaj   +1 more source

Enhancing Residential Electricity Safety and Management: A Novel Non-Intrusive Load Monitoring-Based Methodology for Accurate Appliance Operational State Identification

Applied Sciences
Non-intrusive load monitoring (NILM) technology, crucial for intelligent electricity management, has gained considerable attention in residential electricity usage studies.
Jiameng Liu, Chao Wang, Liangfeng Xu, Mengjiao Wang, Yingjie Xu   +4 more
doaj   +1 more source