Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads

Original language	English
Publication status	Published - Nov 2017
Event	EU NILM Workshop - London, United Kingdom Duration: 6 Nov 2017 → 7 Nov 2017 http://www.nilm.eu/

Workshop

Workshop	EU NILM Workshop
Country/Territory	United Kingdom
City	London
Period	6/11/17 → 7/11/17
Internet address	http://www.nilm.eu/

Keywords

• NILM algorithms
• online accuracy estimation
• submetered individual loads

Access to Document

• https://www.youtube.com/watch?v=LxgSg5QpOPg

Projects

• 2 Finished

Projects per year

• Eco-Bot: Personalised ICT-tools for the Active Engagement of Consumers Towards Sustainable Energy

  Stankovic, L. (Principal Investigator), Stankovic, V. (Co-investigator) & Murray, D. (Researcher)

  European Commission - Horizon Europe + H2020

  1/10/17 → 31/12/20

  Project: Research

  • Smart Meters 100%
  • Disaggregation 80%
  • Energy Engineering 44%
  • Appliances 34%
  • Networks 33%

• SENSIBLE: SENSors and Intelligence in BuiLt Environment (SENSIBLE) MSCA RISE

  Stankovic, L. (Principal Investigator), Glesk, I. (Co-investigator), Gleskova, H. (Co-investigator) & Stankovic, V. (Co-investigator)

  European Commission - Horizon Europe + H2020

  1/01/17 → 31/12/20

  Project: Research

  • Temperature 100%
  • Fibers 51%
  • Models 44%
  • Sensor 39%
  • Networks 36%

Datasets

• REFIT: Electrical Load Measurements (Cleaned)

  Murray, D. (Creator), Stankovic, L. (Supervisor) & Stankovic, V. (Supervisor), University of Strathclyde, 16 Jun 2016

  DOI: 10.15129/9ab14b0e-19ac-4279-938f-27f643078cec, http://www.refitsmarthomes.org and 3 more links, http://www.epsrc.ac.uk, http://reshare.ukdataservice.ac.uk/852366/, http://reshare.ukdataservice.ac.uk/852367/ (show fewer)

  Dataset

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Stankovic, L., He, K., Stankovic, V., Lulic, S., & Sladojevic, S. (2017). Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads. EU NILM Workshop, London, United Kingdom. https://www.youtube.com/watch?v=LxgSg5QpOPg

Stankovic, Lina ; He, Kanghang ; Stankovic, Vladimir et al. / Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads. EU NILM Workshop, London, United Kingdom.

@conference{adf6f1085b2c4dcbb61d0ea26eb236c4,

title = "Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads",

keywords = "NILM algorithms, online accuracy estimation, submetered individual loads",

author = "Lina Stankovic and Kanghang He and Vladimir Stankovic and Srdjan Lulic and Srdjan Sladojevic",

year = "2017",

month = nov,

language = "English",

note = "EU NILM Workshop ; Conference date: 06-11-2017 Through 07-11-2017",

url = "http://www.nilm.eu/",

}

Stankovic, L, He, K, Stankovic, V, Lulic, S & Sladojevic, S 2017, 'Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads', EU NILM Workshop, London, United Kingdom, 6/11/17 - 7/11/17. <https://www.youtube.com/watch?v=LxgSg5QpOPg>

Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads. / Stankovic, Lina; He, Kanghang; Stankovic, Vladimir et al.
2017. EU NILM Workshop, London, United Kingdom.

Research output: Contribution to conference › Presentation/Speech

TY - CONF

T1 - Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads

AU - Stankovic, Lina

AU - He, Kanghang

AU - Stankovic, Vladimir

AU - Lulic, Srdjan

AU - Sladojevic, Srdjan

PY - 2017/11

Y1 - 2017/11

KW - NILM algorithms

KW - online accuracy estimation

KW - submetered individual loads

M3 - Presentation/Speech

T2 - EU NILM Workshop

Y2 - 6 November 2017 through 7 November 2017

ER -

Stankovic L, He K, Stankovic V, Lulic S, Sladojevic S. Online accuracy estimation and improvement of event-based NILM algorithms without resorting to submetered individual loads. 2017. EU NILM Workshop, London, United Kingdom.