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Fingerprint Dive into the research topics where David Murray is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 17 Similar Profiles
Smart meters Engineering & Materials Science
Feedback Engineering & Materials Science
Domestic appliances Engineering & Materials Science
Energy utilization Engineering & Materials Science
Cooking Engineering & Materials Science
Monitoring Engineering & Materials Science
Energy conservation Engineering & Materials Science
Data privacy Engineering & Materials Science

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Projects 2017 2020

Research Output 2014 2019

  • 4 Paper
  • 3 Article
  • 2 Conference contribution book
  • 2 Abstract

Transferability of neural networks approaches for low-rate energy disaggregation

Murray, D., Stankovic, L., Stankovic, V., Lulic, S. & Sladojevic, S., 1 Feb 2019, (Accepted/In press). 5 p.

Research output: Contribution to conferencePaper

Open Access
Neural networks
Smart meters
Source separation
Hidden Markov models
3 Citations (Scopus)
37 Downloads (Pure)

Appliance electrical consumption modelling at scale using smart meter data

Murray, D. M., Stankovic, L., Stankovic, V. & Espinoza-Orias, N. D., 20 Jun 2018, In : Journal of Cleaner Production. 187, p. 237-249 13 p.

Research output: Contribution to journalArticle

Open Access
Smart meters
life cycle
Life cycle

Activities 2018 2018

  • 1 Oral presentation

Transferable low rate NILM using deep neural network architectures

David Murray (Speaker), Lina Stankovic (Contributor), Vladimir Stankovic (Contributor)
2 Oct 2018

Activity: Talk or presentation typesOral presentation