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 | 491 | 2017 |
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 | 148 | 2019 |
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 | 119 | 2015 |
Understanding usage patterns of electric kettle and energy saving potential DM Murray, J Liao, L Stankovic, V Stankovic Applied energy 171, 231-242, 2016 | 68 | 2016 |
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 | 58 | 2015 |
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 | 25 | 2018 |
Explainable NILM networks D Murray, L Stankovic, V Stankovic Proceedings of the 5th International Workshop on non-intrusive load …, 2020 | 20 | 2020 |
Refit: electrical load measurements D Murray, L Stankovic, V Stankovic University of Strathclyde, 2015 | 19 | 2015 |
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 | 15 | 2021 |
REFIT: Electrical load measurements (cleaned) D Murray, L Stankovic, V Stankovic University of Strathclyde, PURE, 2016 | 15 | 2016 |
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 | 12 | 2015 |
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 | 11 | 2015 |
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 | 5 | 2015 |
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 | 3 | 2014 |
Semi-supervised seismic event detection using Siamese Networks D Murray, L Stankovic, S Pytharouli, V Stankovic EGU General Assembly Conference Abstracts, EGU-14184, 2023 | 2 | 2023 |
Energy feedback enabled by load disaggregation L Stankovic, V Stankovic, D Murray, J Liao 1st Energy feedback symposium, 78-84, 2016 | 2 | 2016 |
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 | | |