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Research Output 2014 2019

  • 4 Paper
  • 3 Article
  • 2 Conference contribution book
  • 2 Abstract
2019

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
File
Neural networks
Monitoring
Smart meters
Source separation
Hidden Markov models
2018
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 journalArticle

Open Access
File
Smart meters
Cooking
food
life cycle
Life cycle
2017
30 Citations (Scopus)
Open Access
File
Longitudinal Study
longitudinal study
Smart meters
energy
Smart Home
2016

Energy feedback enabled by load disaggregation

Stankovic, L., Stankovic, V., Murray, D. & Liao, J., 4 Jul 2016, p. 78-84. 7 p.

Research output: Contribution to conferenceAbstract

Open Access
File
Smart meters
Feedback
Energy utilization
Laundering
Domestic appliances
11 Citations (Scopus)

Understanding usage patterns of electric kettle and energy saving potential

Murray, D. M., Liao, J., Stankovic, L. & Stankovic, V., 1 Jun 2016, In : Applied Energy. 171, p. 231-242 12 p.

Research output: Contribution to journalArticle

Open Access
File
Energy conservation
household energy
Stoves
Domestic appliances
Potential energy
2015

A data management platform for personalised real-time energy feedback

Murray, D., Liao, J., Stankovic, L., Stankovic, V., Hauxwell-Baldwin, R., Wilson, C., Coleman, M., Kane, T. & Firth, S., Aug 2015, Procededings of the 8th International Conference on Energy Efficiency in Domestic Appliances and Lighting: EEDAL’15. 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Information management
Feedback
Domestic appliances
Atmospheric humidity
Electric power utilization

How to make efficient use of kettles: understanding usage patterns

Murray, D., Liao, J., Stankovic, L. & Stankovic, V., 27 Aug 2015, p. 1-13. 13 p.

Research output: Contribution to conferencePaper

Open Access
File
Monitoring
Energy conservation
Energy utilization
Switches
Feedback

Smart homes, control and energy management: how do smart home technologies influence control over energy use and domestic life?

Hargreaves, T., Hauxwell-Baldwin, R., Coleman, M., Wilson, C., Stankovic, L., Stankovic, V., Liao, J., Murray, D., Kane, T., Hassan, T. & Firth, S., 1 Jun 2015. 14 p.

Research output: Contribution to conferencePaper

Open Access
File
Energy management
Space heating
Energy efficiency
Decision making
Scheduling

Supporting retrofit decisions using smart metering data: a multi-disciplinary approach

Kane, T., Cockbill, S., May, A., Mitchell, V., Wilson, C., Dimitriou, V., Liao, J., Murray, D., Stankovic, V., Stankovic, L., Fouchal, F., Hassan, T. & Firth, S., 1 Jun 2015, ECEEE 2015 Summer Study on Energy Efficiency: First Fuel Now. Lindström, T. L. (ed.). p. 1003-1008 6 p. 5-139-15. (ECEEE Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Smart meters
Energy efficiency
Visualization
Feedback
Energy utilization

Understanding domestic appliance use through their linkages to common activities

Stankovic, L., Wilson, C., Liao, J., Stankovic, V., Hauxwell-Baldwin, R., Murray, D. & Coleman, M., 1 Aug 2015. 14 p.

Research output: Contribution to conferencePaper

Open Access
File
Domestic appliances
Smart meters
Feedback
Laundries
Cooking
2014
Open Access
File
Data privacy
Network coding
Cryptography
Smart meters
Power transmission