Sorry, you need to enable JavaScript to visit this website.

Emerging: Smart Grid & Energy Management

Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing


With ongoing massive smart energy metering
deployments, disaggregation of household's total energy consumption down to individual appliances using purely software tools, aka. non-intrusive appliance load monitoring (NALM),
has generated increased interest. However, despite the fact that
NALM was proposed over 30 years ago, there are still many
open challenges. Indeed, the majority of approaches require
training and are sensitive to appliance changes requiring
regular re-training. In this paper, we tackle this challenge by

Paper Details

Authors:
Bochao Zhao, Lina Stankovic
Submitted On:
23 February 2016 - 1:44pm
Short Link:
Type:
Event:
Presenter's Name:
Document Year:
Cite

Document Files

printGlobalsipNILMb.pdf

(473)

Keywords

Additional Categories

Subscribe

[1] Bochao Zhao, Lina Stankovic, "Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/284. Accessed: Jul. 17, 2019.
@article{284-15,
url = {http://sigport.org/284},
author = {Bochao Zhao; Lina Stankovic },
publisher = {IEEE SigPort},
title = {Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing},
year = {2015} }
TY - EJOUR
T1 - Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing
AU - Bochao Zhao; Lina Stankovic
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/284
ER -
Bochao Zhao, Lina Stankovic. (2015). Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing. IEEE SigPort. http://sigport.org/284
Bochao Zhao, Lina Stankovic, 2015. Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing. Available at: http://sigport.org/284.
Bochao Zhao, Lina Stankovic. (2015). "Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing." Web.
1. Bochao Zhao, Lina Stankovic. Blind Non-intrusive Appliance Load Monitoring using Graph-based Signal Processing [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/284

Coordinated attacks against substations and transmission lines in power grids


This is an overview poster on recent research of investigating malicious attacks against power transmission systems with the assumption that attacks can happen on substations and transmission lines.

For more information, please check out the publication at IEEE Xplore:

Yihai Zhu, Jun Yan, Yufei Tang, Yan Lindsay Sun and Haibo He, "Coordinated attacks against substations and transmission lines in power grids," 2014 IEEE Global Communications Conference (GLOBECOM, pp.655-661, Dec. 8-12, 2014.
<10.1109/GLOCOM.2014.7036882>

Paper Details

Authors:
Submitted On:
23 February 2016 - 1:43pm
Short Link:
Type:

Document Files

GLOBECOM_2014.pdf

(578)

Subscribe

[1] , "Coordinated attacks against substations and transmission lines in power grids", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/145. Accessed: Jul. 17, 2019.
@article{145-15,
url = {http://sigport.org/145},
author = { },
publisher = {IEEE SigPort},
title = {Coordinated attacks against substations and transmission lines in power grids},
year = {2015} }
TY - EJOUR
T1 - Coordinated attacks against substations and transmission lines in power grids
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/145
ER -
. (2015). Coordinated attacks against substations and transmission lines in power grids. IEEE SigPort. http://sigport.org/145
, 2015. Coordinated attacks against substations and transmission lines in power grids. Available at: http://sigport.org/145.
. (2015). "Coordinated attacks against substations and transmission lines in power grids." Web.
1. . Coordinated attacks against substations and transmission lines in power grids [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/145

Visualization of Cascading Failures in Power Grids


This paper introduces a new visualization platform
for investigating cascading failures in power grids. The proposed
visualization platform could let people “watch” the cascading behavior
under different initial triggers, and help them understand
how a failure propagates from one or more local substations to
the whole power grid. In this study, the ArcMap is adopted to take
charge of visualizing a power grid network and the user interface.
All scripts to support this platform, e.g. constructing a power grid

Paper Details

Authors:
Submitted On:
23 February 2016 - 1:43pm
Short Link:
Type:

Document Files

Demo_Cascadingfailure_Zhu_conf.pdf

(591)

Subscribe

[1] , "Visualization of Cascading Failures in Power Grids", IEEE SigPort, 2014. [Online]. Available: http://sigport.org/121. Accessed: Jul. 17, 2019.
@article{121-14,
url = {http://sigport.org/121},
author = { },
publisher = {IEEE SigPort},
title = {Visualization of Cascading Failures in Power Grids},
year = {2014} }
TY - EJOUR
T1 - Visualization of Cascading Failures in Power Grids
AU -
PY - 2014
PB - IEEE SigPort
UR - http://sigport.org/121
ER -
. (2014). Visualization of Cascading Failures in Power Grids. IEEE SigPort. http://sigport.org/121
, 2014. Visualization of Cascading Failures in Power Grids. Available at: http://sigport.org/121.
. (2014). "Visualization of Cascading Failures in Power Grids." Web.
1. . Visualization of Cascading Failures in Power Grids [Internet]. IEEE SigPort; 2014. Available from : http://sigport.org/121

Overview Poster on ENF Research for Media Forensics


This is an overview poster on recent research of using power frequency signatures to determine/verify the time, location and integrity of audio-visual recordings and other sensing data.

For more info, please check out our recent publications:

Paper Details

Authors:
Submitted On:
7 June 2016 - 11:28am
Short Link:
Type:

Document Files

ENF_overview_poster201310_v2.pdf

(618)

Subscribe

[1] , "Overview Poster on ENF Research for Media Forensics", IEEE SigPort, 2014. [Online]. Available: http://sigport.org/66. Accessed: Jul. 17, 2019.
@article{66-14,
url = {http://sigport.org/66},
author = { },
publisher = {IEEE SigPort},
title = {Overview Poster on ENF Research for Media Forensics},
year = {2014} }
TY - EJOUR
T1 - Overview Poster on ENF Research for Media Forensics
AU -
PY - 2014
PB - IEEE SigPort
UR - http://sigport.org/66
ER -
. (2014). Overview Poster on ENF Research for Media Forensics. IEEE SigPort. http://sigport.org/66
, 2014. Overview Poster on ENF Research for Media Forensics. Available at: http://sigport.org/66.
. (2014). "Overview Poster on ENF Research for Media Forensics." Web.
1. . Overview Poster on ENF Research for Media Forensics [Internet]. IEEE SigPort; 2014. Available from : http://sigport.org/66

Pages