Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Conferences, Workshops, Symposiums, and Seminars
  4. SmartD: Smart Meter Data Analytics Dashboard
 
conference paper not in proceedings

SmartD: Smart Meter Data Analytics Dashboard

Jarrah Nezhad, Aylin  
•
Wijaya, Tri Kurniawan  
•
Vasirani, Matteo  
Show more
2014
The 5th ACM International Conference on Future Energy Systems (e-Energy'14)

The ability of smart meters to communicate energy consumption data in (near) real-time enables data analytics for novel applications, such as pervasive demand response, personalized energy feedback, outage management, and theft detection. Smart meter data are characterized by big volume and big velocity, which make processing and analysis very challenging from a computational point of view. In this paper we presented SmartD, a dashboard that enables the data analyst to visualize smart meter data and estimate the typical load profile of new consumers according to different contexts, temporal aggregations and consumer segments.

  • Files
  • Details
  • Metrics
Type
conference paper not in proceedings
DOI
10.1145/2602044.2602046
Author(s)
Jarrah Nezhad, Aylin  
Wijaya, Tri Kurniawan  
Vasirani, Matteo  
Aberer, Karl  
Date Issued

2014

Subjects

smart meters

•

time series visualization

•

energy consumption analysis

•

smart meter data analytics

Note

Demo Paper

URL

URL

https://github.com/LSIR/smartd
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LSIR  
Event nameEvent placeEvent date
The 5th ACM International Conference on Future Energy Systems (e-Energy'14)

Cambridge, UK

June 11-13, 2014

Available on Infoscience
April 14, 2014
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/102726
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés