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Research Output 2003 2019

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Article
2019
Open Access
File
Electric power distribution
Labels
Semantics
Supervised learning
Power quality
10 Citations (Scopus)

Using high-frequency SCADA data for wind turbine performance monitoring: a sensitivity study

Gonzales, E., Stephen, B., Infield, D. & Melero, J. J., 28 Feb 2019, In : Renewable Energy. 131, p. 841-853 13 p.

Research output: Contribution to journalArticle

Open Access
File
Wind turbines
Monitoring
Condition monitoring
Farms
Turbines
2017
5 Citations (Scopus)

A practical review of energy saving technology for ageing populations

Walker, G., Taylor, A., Whittet, C., Lynn, C., Docherty, C., Stephen, B., Owens, E. & Galloway, S., 31 Jul 2017, In : Applied Ergonomics. 62, p. 247-258 12 p.

Research output: Contribution to journalArticle

Open Access
File
energy saving
Poverty
Energy conservation
Aging of materials
Technology
16 Citations (Scopus)

Diagnosis of series DC arc faults - a machine learning approach

Telford, R., Galloway, S., Stephen, B. & Elders, I., 31 Aug 2017, In : IEEE Transactions on Industrial Informatics. 13, 4, p. 1598-1609 12 p.

Research output: Contribution to journalArticle

Open Access
File
Learning systems
Overcurrent protection
Hidden Markov models
Testing
11 Citations (Scopus)

On the use of high-frequency SCADA data for improved wind turbine performance monitoring

Gonzales, E., Stephen, B., Infield, D. & Melero, J., 23 Nov 2017, In : Journal of Physics: Conference Series. 926, 14 p., 012009.

Research output: Contribution to journalArticle

Open Access
File
wind turbines
Wind turbines
quantiles
transmissions (machine elements)
malfunctions
15 Citations (Scopus)
Open Access
File
Pumps
Controllers
Monitoring
Thermal comfort
Heating
2016
3 Citations (Scopus)

Classification of AMI residential load profiles in the presence of missing data

Harvey, P., Stephen, B. & Galloway, S., 31 Jul 2016, In : IEEE Transactions on Smart Grid. 7, 4, p. 1944 - 1945 2 p.

Research output: Contribution to journalArticle

Open Access
File
Data communication systems
Wireless networks
Systems analysis
6 Citations (Scopus)

Modelling the effects of variable tariffs on domestic electric load profiles by use of occupant behavior submodels

Fischer, D., Stephen, B., Flunk, A., Kreifels, N., Byskov Lindberg, K., Wille-Haussmann, B. & Owens, E. H., 22 Mar 2016, In : IEEE Transactions on Smart Grid. 9 p.

Research output: Contribution to journalArticle

Open Access
File
Electric loads
Electricity
Domestic appliances
Communication
2015
18 Citations (Scopus)

Incorporating practice theory in sub-profile models for short term aggregated residential load forecasting

Stephen, B., Tang, X., Harvey, P. R., Galloway, S. & Jennett, K. I., 9 Nov 2015, In : IEEE Transactions on Smart Grid. 8, 4, p. 1591-1598 8 p.

Research output: Contribution to journalArticle

Open Access
File
Markov processes
Sampling
14 Citations (Scopus)

Switching Markov Gaussian models for dynamic power system inertia estimation

Cao, X., Stephen, B., Abdulhadi, I. F., Booth, C. & Burt, G., 5 Nov 2015, (Accepted/In press) In : IEEE Transactions on Power Systems.

Research output: Contribution to journalArticle

Open Access
File
System stability
Markov processes
Planning
Economics
Statistical Models
2014
23 Citations (Scopus)

Copula based model for wind turbine power curve outlier rejection

Wang, Y., Infield, D. G., Stephen, B. & Galloway, S. J., 1 Nov 2014, In : Wind Energy. 17, 11, p. 1677–1688 12 p.

Research output: Contribution to journalArticle

Open Access
File
Wind turbines
Condition monitoring
SCADA systems
Fault detection
Probability distributions
55 Citations (Scopus)

Enhanced load profiling for residential network customers

Stephen, B., Mutanen, A., Galloway, S., Burt, G. & Jarventausta, P., Feb 2014, In : IEEE Transactions on Power Delivery. 29, 1, p. 88-96 9 p.

Research output: Contribution to journalArticle

Open Access
File
Smart meters
Distributed power generation
Electric potential
Electric power distribution
Automation
6 Citations (Scopus)

Online AMR domestic load profile characteristic change monitor to support ancillary demand services

Stephen, B., Isleifsson, F., Galloway, S., Burt, G. & Bindner, H., Mar 2014, In : IEEE Transactions on Smart Grid. 5, 2, p. 888-895 8 p.

Research output: Contribution to journalArticle

Open Access
File
Dynamic loads
Availability
Electric potential
Uncertainty
20 Citations (Scopus)
Open Access
File
Automation
Energy management systems
Costs
Demonstrations
Electricity
2013
2 Citations (Scopus)
Energy resources
Electricity
Ports and harbors
Coastal zones
Industry
11 Citations (Scopus)

Compositional modelling of partial discharge pulse spectral characteristics

Baker, P., Stephen, B. & Judd, M., 1 Jul 2013, In : IEEE Transactions on Instrumentation and Measurement. 62, 7, p. 1909 - 1916 8 p.

Research output: Contribution to journalArticle

Open Access
File
Partial discharges
pulses
Defects
defects
Monitoring
12 Citations (Scopus)

Statistical profiling of site wind resource speed and directional characteristics

Stephen, B., Galloway, S., McMillan, D., Anderson, L. & Ault, G., Nov 2013, In : IET Renewable Power Generation. 7, 6, p. 583-592 10 p.

Research output: Contribution to journalArticle

Open Access
File
Farms
Turbines
Visualization
2012
5 Citations (Scopus)
File
Reinforcement learning
Learning algorithms
Electric power systems
Electricity
Neural networks
17 Citations (Scopus)

Domestic load characterization through smart meter advance stratification

Stephen, B. & Galloway, S., Sep 2012, In : IEEE Transactions on Smart Grid. 3, 3, p. 1571-1572 2 p.

Research output: Contribution to journalArticle

Open Access
File
Smart meters
Domestic appliances
Electric power distribution
Probability distributions
Agglomeration
107 Citations (Scopus)

Wind turbine condition assessment through power curve copula modeling

Gill, S., Stephen, B. & Galloway, S., 1 Jan 2012, In : IEEE Transactions on Sustainable Energy. 3, 1, p. 94-101 8 p.

Research output: Contribution to journalArticle

Open Access
File
Wind turbines
Condition monitoring
Probability distributions
Distribution functions
Turbines
2011
48 Citations (Scopus)

A copula model of wind turbine performance

Stephen, B., Galloway, S. J., McMillan, D., Hill, D. C. & Infield, D. G., 1 May 2011, In : IEEE Transactions on Power Systems. 26, 2, p. 965-966 2 p.

Research output: Contribution to journalArticle

Open Access
File
Wind turbines
Probability distributions
Sampling
Uncertainty
24 Citations (Scopus)

Implementation of herd management systems with wireless sensor networks

Kwong, K., Wu, T-T., Goh, H. G., Sasloglou, K., Stephen, B., Glover, I., Shen, C., Du, W., Michie, W. & Andonovic, I., Jun 2011, In : IET Wireless Sensor Systems. 1, 2, p. 55-65 11 p.

Research output: Contribution to journalArticle

Farms
Wireless sensor networks
Monitoring
Animals
Communication
4 Citations (Scopus)

Statistical interaction modeling of bovine herd behaviors

Stephen, B., Dwyer, C., Hyslop, J., Bell, M., Ross, D., Kwong, K. H., Michie, C. & Andonovic, I., Nov 2011, In : IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews. 41, 6, p. 820-829 10 p.

Research output: Contribution to journalArticle

Open Access
File
Animals
Beef
Global positioning system
2009
9 Citations (Scopus)
Condition monitoring
Hidden Markov models
anomalies
refueling
Reactor cores
2007
28 Citations (Scopus)

Design of trip current monitoring system for circuit breaker condition assessment

Stephen, B., Strachan, S. M., McArthur, S. D. J., McDonald, J. R. & Hamilton, K., Jan 2007, In : IET Generation Transmission and Distribution. 1, 1, p. 89-95 6 p.

Research output: Contribution to journalArticle

Open Access
File
Electric circuit breakers
Monitoring
Asset management
Electric switchgear
Condition monitoring
60 Citations (Scopus)
Open Access
File
Electric circuit breakers
Data mining
Condition monitoring
Decision support systems
Testing
2 Citations (Scopus)
Monitoring
Internet
Software agents
Data mining
Servers
2005
1 Citation (Scopus)

An ambient monitoring system for unsupervised user modelling

Stephen, B. & Petropoulakis, L., Apr 2005, In : Expert Systems with Applications. 28, 3, p. 557-567 10 p.

Research output: Contribution to journalArticle

Unsupervised learning
Web browsers
Graphical user interfaces
Distillation
Expert systems
7 Citations (Scopus)

WebClass: software to web-enable MATLAB for collaborative use

Petropoulakis, L. & Stephen, B., Aug 2005, In : Advances in Engineering Software. 36, 8, p. 497-503 6 p.

Research output: Contribution to journalArticle

MATLAB
Internet
2003
3 Citations (Scopus)
Graphical user interfaces
Internet
simulation
Distance education
distance learning
3 Citations (Scopus)
Distance education
Engineering education
distance learning
Computer aided design
Education