Projects per year
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Projects
Research Output
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
114
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 journal › Article
Open Access
File
5
Citations
(Scopus)
40
Downloads
(Pure)
Datasets
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
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
Activities
- 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