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David Murray
David Murray
Dirección de correo verificada de strath.ac.uk
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An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study
D Murray, L Stankovic, V Stankovic
Scientific data 4 (1), 1-12, 2017
4912017
Transferability of neural network approaches for low-rate energy disaggregation
D Murray, L Stankovic, V Stankovic, S Lulic, S Sladojevic
ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019
1482019
A data management platform for personalised real-time energy feedback
D Murray, J Liao, L Stankovic, V Stankovic, R Hauxwell-Baldwin, C Wilson, ...
IET, 2015
1192015
Understanding usage patterns of electric kettle and energy saving potential
DM Murray, J Liao, L Stankovic, V Stankovic
Applied energy 171, 231-242, 2016
682016
Smart homes, control and energy management: How do smart home technologies influence control over energy use and domestic life?
T Hargreaves, R Hauxwell-Baldwin, M Coleman, C Wilson, L Stankovic, ...
ECEEE-2015, 2015
582015
Appliance electrical consumption modelling at scale using smart meter data
DM Murray, L Stankovic, V Stankovic, ND Espinoza-Orias
Journal of cleaner production 187, 237-249, 2018
252018
Explainable NILM networks
D Murray, L Stankovic, V Stankovic
Proceedings of the 5th International Workshop on non-intrusive load …, 2020
202020
Refit: electrical load measurements
D Murray, L Stankovic, V Stankovic
University of Strathclyde, 2015
192015
Transparent AI: Explainability of deep learning based load disaggregation
D Murray, L Stankovic, V Stankovic
Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021
152021
REFIT: Electrical load measurements (cleaned)
D Murray, L Stankovic, V Stankovic
University of Strathclyde, PURE, 2016
152016
Understanding domestic appliance use through their linkages to common activities
L Stankovic, C Wilson, J Liao, V Stankovic, R Hauxwell-Baldwin, D Murray, ...
8th international conference on energy efficiency in domestic appliances and …, 2015
122015
Supporting retrofit decisions using smart metering data: A multi-disciplinary approach
T Kane, S Cockbill, A May, V Mitchell, C Wilson, V Dimitriou, J Liao, ...
ECEEE, 2015
112015
How to make efficient use of kettles: Understanding usage patterns
D Murray, J Liao, L Stankovic, V Stankovic
8th International Conference on Energy Efficiency in Domestic Appliances and …, 2015
52015
Combined network coding and paillier homomorphic encryption for ensuring consumer data privacy in smart grid networks
D Murray, B Zhao, G Elafoudi, J Liao, L Stankovic, V Stankovic
Algebra, Codes and Networks 2014, 2014
32014
Semi-supervised seismic event detection using Siamese Networks
D Murray, L Stankovic, S Pytharouli, V Stankovic
EGU General Assembly Conference Abstracts, EGU-14184, 2023
22023
Energy feedback enabled by load disaggregation
L Stankovic, V Stankovic, D Murray, J Liao
1st Energy feedback symposium, 78-84, 2016
22016
NILM: energy monitoring, modelling, and disaggregation
DM Murray
2023
Low-rate Energy Disaggregation: Lessons Learnt and Key Challenges for Widespread Adoption
D Murray, B Zhao, K He, L Stankovic, V Stankovic
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Artículos 1–18