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David Murray

Mr

 https://orcid.org/0000-0002-5040-9862

  • United Kingdom

20142020
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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.

  • 12 Similar Profiles
Smart meters Engineering & Materials Science
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Projects 2017 2020

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

Stankovic, L., Stankovic, V. & Murray, D.

European Commission - Horizon 2020

1/10/17 → 31/12/20

Project: Research

Dynamic Load Grid Modelling

Browell, J., Stephen, B. & Murray, D.

4/09/17 → 31/01/18

Project: Research › Research, Knowledge Exchange

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 conference › Paper

Open Access
File
Neural networks
Monitoring
Smart meters
Source separation
Hidden Markov models
3 Citations (Scopus)

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 journal › Article

Open Access
File
Smart meters
Cooking
food
life cycle
Life cycle

Datasets

REFIT: Electrical Load Measurements

Murray, D. (Creator), University of Strathclyde, 2015

DOI: 10.15129/31da3ece-f902-4e95-a093-e0a9536983c4, http://www.refitsmarthomes.org and 4 more links, http://www.epsrc.ac.uk, http://reshare.ukdataservice.ac.uk/852367/, http://reshare.ukdataservice.ac.uk/852366/, http://gtr.rcuk.ac.uk/projects?ref=EP%2FK002368%2F1 (show fewer)

Dataset

REFIT: Electrical Load Measurements (Cleaned)

Murray, D. (Creator), 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

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 types › Oral presentation