Results 91 to 100 of about 2,135 (206)

Non-intrusive load monitoring for industrial production line based on GMM-FHMM

Zhejiang dianli
Non-intrusive load monitoring plays a significant role in supporting applications such as load forecasting and demand response. To address the challenge of independently decomposing sub-equipment in industrial load users with production lines， a non ...
ZHU Liang, ZHI Yanli, MEI Jiansheng, YU Meng, HU Chen, XU Chaoqun   +5 more
doaj   +1 more source

Training-Free Non-Intrusive Load Monitoring of Electric Vehicle Charging with Low Sampling Rate

, 2014
Non-intrusive load monitoring (NILM) is an important topic in smart-grid and smart-home. Many energy disaggregation algorithms have been proposed to detect various individual appliances from one aggregated signal observation.
Hwang, Dong Yoon, Li, Ying, Moon, Joong Ki, Pi, Zhouyue, Son, Jae Hyun, Trayer, Mark, Zhang, Zhilin   +6 more
core   +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

A Household Energy Efficiency Index Assessment Method Based on Non-Intrusive Load Monitoring Data

Applied Sciences, 2020
Various countries in the world are vigorously developing energy-saving industries and attaching importance to the improvement of household energy efficiency, but it is difficult to evaluate user power consumption characteristics due to insufficient ...
Xiangyu Kong, Shijian Zhu, Xianxu Huo, Shupeng Li, Ye Li, Siqiong Zhang   +5 more
doaj   +1 more source

Non-Intrusive Appliances Load Monitoring (NILM) for Energy Conservation in Household with Low Sampling Rate

Procedia Computer Science, 2016
AbstractThis paper presents a design and construction of measuring system to measure the power consumption of a split type air conditioning unit and refrigerator in household for energy conservation without having to install any instrument directly to appliances.
Biansoongnern, Somchai, Plungklang, Boonyang   +1 more
openaire   +1 more source

A non-intrusive load identification method based on data augmentation and threshold-free recurrence plot

Zhejiang dianli
Non-intrusive load monitoring （NILM） not only makes the flow of electric energy transparent but also simplifies the installation process of smart meters， effectively reducing the cost of load monitoring.
XING Haiqing, GUO Ruifeng, YANG Zhechuan, XIONG Xiaoyu, SHI Yongtao   +4 more
doaj   +1 more source

Exploiting Smart Meter Power Consumption Measurements for Human Activity Recognition (HAR) with a Motif-Detection-Based Non-Intrusive Load Monitoring (NILM) Approach. [PDF]

Sensors (Basel), 2021
Wilhelm S, Kasbauer J.
europepmc   +1 more source

Evaluation of Deep Learning-Based Non-Intrusive Thermal Load Monitoring

Energies
Non-Intrusive Load Monitoring (NILM), which provides sufficient load for the energy consumption of an entire building, has become crucial in improving the operation of energy systems. Although NILM can decompose overall energy consumption into individual
Kazuki Okazawa, Naoya Kaneko, Dafang Zhao, Hiroki Nishikawa, Ittetsu Taniguchi, Francky Catthoor, Takao Onoye   +6 more
doaj   +1 more source

Wavelet-based convolutional neural network for non-intrusive load monitoring of next generation shipboard Power Systems

Measurement: Sensors
In this study, a non-intrusive load monitoring (NILM) framework is developed for next generation shipboard power systems (SPS) based on a discrete wavelet transform signal processing and a convolutional neural network (CNN). We have applied the developed
Soroush Senemmar, Jie Zhang
doaj   +1 more source

Analisis Pengaruh Noise pada Performa K-Nearest Neighbors Algorithm dengan Variasi Jarak untuk klasifikasi Beban Listrik

Jurnal Elkomika
ABSTRAK Teknik Non-Intrusive Load Monitoring (NILM) digunakan dalam pemantauan konsumsi energi. Variabel pengukuran yang digunakan yaitu Real Power dan Reactive Power. klasifikasi beban listrik menjadi acuan dalam mengurangi tagihan energi. Namun, data
ARIS SURYA YUNATA, ABDUL HALIM, HILDA LUTHFIYAH   +2 more
doaj   +1 more source