Creating Low-Cost Energy-Management Systems for Homes Using Non-Intrusive Energy Monitoring Devices

被引：0

作者：

Sawyer, Rebecca L. ^{[1
]}

Anderson, Jason M. ^{[1
]}

Foulks, Edward Lane ^{[1
]}

Troxler, John O. ^{[1
]}

Cox, Robert W. ^{[1
]}

机构：

[1] UNC Charlotte, Dept Elect & Comp Engn, Charlotte, NC 28223 USA

来源：

2009 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, VOLS 1-6 | 2009年

关键词：

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper demonstrates how non-intrusive energy monitoring systems can be used to create powerful low-cost energy-management systems for use in homes. The paper describes the basic operation of non-intrusive devices, and it places particular emphasis on their ability to detect equipment degradation using only aggregate current measurements. The method used for detection of loads is described in detail. Also several field tested diagnostics that were developed to detect equipment degradations are presented.

引用

页码：2700 / 2707

页数：8

共 50 条

[31] Robust, Low-cost, Non-intrusive Sensing and Recognition of Seated Postures
Mutlu, Bilge
Krause, Andreas
Forlizzi, Jodi
Guestrin, Carlos
Hodgins, Jessica
[J]. UIST 2007: PROCEEDINGS OF THE 20TH ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, 2007, : 149 - +
[32] Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring
Hernandez, Alvaro
de Diego, Laura
Pizarro, Daniel
Carmen Perez-Rubio, M.
Manuel Villadangos, J.
Nieto, Ruben
[J]. 2023 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR LIVING ENVIRONMENT, METROLIVENV, 2023, : 191 - 195
[33] A synthetic energy dataset for non-intrusive load monitoring in households
Christoph Klemenjak
Christoph Kovatsch
Manuel Herold
Wilfried Elmenreich
[J]. Scientific Data, 7
[34] Fast and accurate embedded systems energy characterization using non-intrusive measurements
Fournel, Nicolas
Fraboulet, Antoine
Feautrier, Paul
[J]. INTEGRATED CIRCUIT AND SYSTEM DESIGN: POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION, 2007, 4644 : 10 - +
[35] Energy management using non-intrusive load monitoring techniques - State-of-the-art and future research directions
Gopinath, R.
Kumar, Mukesh
Joshua, C. Prakash Chandra
Srinivas, Kota
[J]. SUSTAINABLE CITIES AND SOCIETY, 2020, 62
[36] Energy consumption prediction of a smart home using non-intrusive appliance load monitoring
Lazhar Chabane
Said Drid
Larbi Chrifi-Alaoui
Laurant Delahoche
[J]. International Journal of System Assurance Engineering and Management, 2024, 15 : 1231 - 1244
[37] Non-Intrusive Load Monitoring (NILM) for Energy Disaggregation Using Soft Computing Techniques
Puente, Cristina
Palacios, Rafael
Gonzalez-Arechavala, Yolanda
Francisco Sanchez-Ubeda, Eugenio
[J]. ENERGIES, 2020, 13 (12)
[38] Energy consumption prediction of a smart home using non-intrusive appliance load monitoring
Chabane, Lazhar
Drid, Said
Chrifi-Alaoui, Larbi
Delahoche, Laurant
[J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2024, 15 (03) : 1231 - 1244
[39] A contextual sensor system for non-intrusive machine status and energy monitoring
Ren, Yutian
Li, Guann-Pyng
[J]. JOURNAL OF MANUFACTURING SYSTEMS, 2022, 62 : 87 - 101
[40] A Microgrid Energy Management System Based on Non-Intrusive Load Monitoring via Multitask Learning
Cimen, Halil
Cetinkaya, Nurettin
Vasquez, Juan C.
Guerrero, Josep M.
[J]. IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (02) : 977 - 987

← 1 2 3 4 5 →