Stephen McArthur, BEng(Hons) PhD CEng FIET FIEEE

Prof

  • United Kingdom

1996 …2023
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Research Output 1996 2019

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Article
2019
8 Citations (Scopus)

Adaptive power transformer lifetime predictions through machine learning and uncertainty modelling in nuclear power plants

Aizpurua, J. I., McArthur, S. D. J., Stewart, B. G., Lambert, B., Cross, J. G. & Catterson, V. M., 1 Jun 2019, In : IEEE Transactions on Industrial Electronics. 66, 6, p. 4726-4737 12 p.

Research output: Contribution to journalArticle

Open Access
File
Power transformers
Nuclear power plants
Learning systems
Measurement errors
Uncertainty

A generalized model for fuel channel bore estimation in AGR cores

Young, A., Berry, C., West, G. M. & McArthur, S. D. J., 13 Jun 2019, (Accepted/In press) In : Nuclear Engineering and Design. 13 p.

Research output: Contribution to journalArticle

gas cooled reactors
Gas cooled reactors
reactor cores
Reactor cores
Channel estimation
Open Access
File
Electric power distribution
Labels
Semantics
Supervised learning
Power quality

Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index

Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Lambert, B., Cross, J. G. & Catterson, V. M., 23 May 2019, (Accepted/In press) In : Applied Soft Computing. p. 1-25 25 p.

Research output: Contribution to journalArticle

Soft computing
Power transformers
Condition monitoring
Health
Nuclear power plants
2018
3 Citations (Scopus)

A data analytic approach to automatic fault diagnosis and prognosis for distribution automation

Wang, X., McArthur, S. D. J., Strachan, S. M., Kirkwood, J. D. & Paisley, B., 30 Nov 2018, In : IEEE Transactions on Smart Grid. 9, 6, p. 6265-6273 9 p.

Research output: Contribution to journalArticle

Open Access
File
Failure analysis
Automation
Networks (circuits)
Outages
Decision support systems
1 Citation (Scopus)
Open Access
File
Electric power distribution
electricity
innovation
Electricity
Innovation
9 Citations (Scopus)

Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing

Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 19 Apr 2018, In : IEEE Transactions on Dielectrics and Electrical Insulation. 25, 2, p. 494-506 12 p.

Research output: Contribution to journalArticle

Open Access
File
Gas fuel analysis
Power transformers
Bayesian networks
Testing
Failure analysis

Uncertainty-aware fusion of probabilistic classifiers for improved transformer diagnostics

Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B. & Cross, J. G., 3 Dec 2018, In : IEEE Transactions on Systems Man and Cybernetics: Systems. p. 1-13 13 p.

Research output: Contribution to journalArticle

Open Access
File
Classifiers
Fusion reactions
Gas fuel analysis
Insulating oil
Uncertainty
2 Citations (Scopus)
Open Access
File
Wind turbines
Learning systems
Data acquisition
Neural networks
Failure modes
2017
9 Citations (Scopus)
Open Access
File
Condition monitoring
Extrapolation
Learning systems
Health
Gas cooled reactors
2016
5 Citations (Scopus)
Open Access
File
visual aids
nuclear power plants
nuclear power plant
Nuclear power plants
inspection
2015
4 Citations (Scopus)

Improved visual inspection of advanced gas-cooled reactor fuel channels

West, G., Murray, P., Marshall, S. & McArthur, S., 13 Jul 2015, In : International Journal of Prognostics and Health Management. 6, Special Issue - Nuclear Energy, 11 p., 012.

Research output: Contribution to journalArticle

Open Access
File
Gas cooled reactors
Inspection
Cracks
Defects
Testing
2014
16 Citations (Scopus)

An agent-based implementation of hidden Markov models for gas turbine condition monitoring

Kenyon, A., Catterson, V., McArthur, S. & Twiddle, J., Feb 2014, In : IEEE Transactions on Systems Man and Cybernetics: Systems. 44, 2, p. 186-195 10 p.

Research output: Contribution to journalArticle

Open Access
File
Condition monitoring
Hidden Markov models
Gas turbines
Multi agent systems
Turbine components
3 Citations (Scopus)
Open Access
File
gas cooled reactors
Gas cooled reactors
reactor cores
Reactor cores
Condition monitoring
2013
13 Citations (Scopus)

Distribution power flow management utilising an online constraint programming method

Dolan, M. J., Davidson, E., Ault, G., Bell, K. & McArthur, S., Jun 2013, In : IEEE Transactions on Smart Grid. 4, 2, p. 798 - 805 8 p.

Research output: Contribution to journalArticle

Electric power distribution
Measurement errors
Artificial intelligence
Specifications
Hardware
12 Citations (Scopus)

Flexible model-based alarm processing for protection performance assessment and incident identification

Edwards, C., Davidson, E., McArthur, S., Watt, I. & Cumming, T., Aug 2013, In : IEEE Transactions on Power Systems. 28, 3, p. 2584-2591 8 p.

Research output: Contribution to journalArticle

Engines
Processing
Computer software maintenance
Electric power transmission networks
Data acquisition
4 Citations (Scopus)

Increasing the adoption of prognostic systems for heath management in the power industry

Catterson, V., Costello, J., West, G., McArthur, S. & Wallace, C., 1 Jul 2013, In : Chemical Engineering Transactions. 33, p. 271-276 6 p.

Research output: Contribution to journalArticle

Asset management
Health
Engineers
Industry
Power transformers
28 Citations (Scopus)

Reducing distributed generator curtailment through active power flow management

Dolan, M., Davidson, E., Kockar, I., Ault, G. & McArthur, S., 2013, In : IEEE Transactions on Smart Grid. 5, 1, p. 149-157 9 p.

Research output: Contribution to journalArticle

Electric power distribution
Constraint satisfaction problems
Mathematical operators
Hardware
Networks (circuits)
2012
6 Citations (Scopus)

Distributed data and information fusion for nuclear reactor condition monitoring

Wallace, C., West, G., Mcarthur, S. & Towle, D., 1 Feb 2012, In : IEEE Transactions on Nuclear Science. 59, 1, p. 182-189 8 p.

Research output: Contribution to journalArticle

Information fusion
multisensor fusion
nuclear reactors
Data fusion
Condition monitoring
90 Citations (Scopus)

Distribution power flow management utilising an online optimal power flow technique

Dolan, M. J., Davidson, E., Kockar, I., Ault, G. & McArthur, S., May 2012, In : IEEE Transactions on Power Systems. 27, 2, p. 790-799 10 p.

Research output: Contribution to journalArticle

Electric power distribution
Distributed power generation
Network management
Planning
Hot Temperature
14 Citations (Scopus)

Industrial implementation of intelligent system techniques for nuclear power plant condition monitoring

West, G., Mcarthur, S. & Towle, D., 15 Jun 2012, In : Expert Systems with Applications. 39, 8, p. 7432-7440 8 p.

Research output: Contribution to journalArticle

File
Condition monitoring
Intelligent systems
Nuclear power plants
Gas cooled reactors
Trace analysis
17 Citations (Scopus)

Practical applications of multi-agent systems in electric power systems

Catterson, V., Davidson, E. & Mcarthur, S., Mar 2012, In : European Transactions on Electrical Power. 22, 2, p. 235-252 18 p.

Research output: Contribution to journalArticle

File
Electric power systems
Multi agent systems
Autonomous agents
Intelligent systems
Large scale systems
4 Citations (Scopus)

Self-tuning routine alarm analysis of vibration signals in steam turbine generators

Costello, J., West, G., McArthur, S. & Campbell, G., Sep 2012, In : IEEE Transactions on Reliability. 61, 3, p. 731-740 10 p.

Research output: Contribution to journalArticle

Open Access
File
Turbogenerators
Steam turbines
Feature extraction
Time series
Turbines
2011
16 Citations (Scopus)

Case-based reasoning for coordinated voltage control on distribution networks

Xu, T., Wade, N. S., Davidson, E. M., Taylor, P. C., Mcarthur, S. D. J. & Garlick, W. G., 1 Dec 2011, In : Electric Power Systems Research. 81, 12, p. 2088-2098 11 p.

Research output: Contribution to journalArticle

Case based reasoning
Distributed power generation
Electric power distribution
Voltage control
Electric potential
17 Citations (Scopus)

Embedded intelligence for electrical network operation and control

Catterson, V., Davidson, E. & Mcarthur, S., Mar 2011, In : IEEE Intelligent Systems. 26, 2, p. 38-45 8 p.

Research output: Contribution to journalArticle

Open Access
File
Network management
12 Citations (Scopus)

Identifying harmonic attributes from online partial discharge data

Catterson, V., Bahadoorsingh, S., Rudd, S., Mcarthur, S. & Rowland, S. M., Jul 2011, In : IEEE Transactions on Power Delivery. 26, 3, p. 1811-1819 9 p.

Research output: Contribution to journalArticle

Open Access
File
Partial discharges
Insulation
Monitoring
Cables
Degradation
2 Citations (Scopus)

Knowledge-directed characterization of nuclear power plant reactor core parameters

West, G., Mcarthur, S. & Towle, D., 1 Sep 2011, In : Nuclear Engineering and Design. 241, 9, p. 4013-4025 13 p.

Research output: Contribution to journalArticle

reactor cores
Reactor cores
nuclear power plants
nuclear power plant
Nuclear power plants
2010
50 Citations (Scopus)

A frequency-based RF partial discharge detector for low-power wireless sensing

Baker, P. C., Judd, M. D. & McArthur, S. D. J., Feb 2010, In : IEEE Transactions on Dielectrics and Electrical Insulation. 17, 1, p. 133-140 7 p.

Research output: Contribution to journalArticle

Open Access
File
Partial discharges
Detectors
Monitoring
Condition monitoring
Costs
62 Citations (Scopus)

A generic knowledge-based approach to the analysis of partial discharge data

Rudd, S., McArthur, S. D. J., Judd, M. D. & EPSRC Supergen V, UK Energy Infrastructure (AMPerES) (Funder), Feb 2010, In : IEEE Transactions on Dielectrics and Electrical Insulation. 17, 1, p. 149-156 8 p.

Research output: Contribution to journalArticle

Partial discharges
Knowledge based systems
Defects
Electric potential
Pattern recognition
6 Citations (Scopus)

Development of an intelligent system for detection of exhaust gas and vibration anomalies in gas turbines

Kenyon, A., Catterson, V., Mcarthur, S. & Twiddle, J., 1 Jun 2010, In : Insight: The Journal of the British Institute of Non-Destructive Testing. 52, 8, p. 419-423 5 p.

Research output: Contribution to journalArticle

Intelligent systems
Exhaust gases
Outages
Gas turbines
Condition monitoring
File
Intelligent systems
Exhaust gases
Outages
Gas turbines
Condition monitoring
31 Citations (Scopus)

Online conditional anomaly detection in multivariate data for transformer monitoring

Catterson, V. M., McArthur, S. D. J. & Moss, G., 1 Oct 2010, In : IEEE Transactions on Power Delivery. 25, 4, p. 2556–2564 9 p.

Research output: Contribution to journalArticle

Open Access
File
Retrofitting
Condition monitoring
Aging of materials
Monitoring
2009
260 Citations (Scopus)

Online wind turbine fault detection through automated SCADA data analysis

Zaher, A. S. A. E., McArthur, S. D. J., Infield, D. G. & Patel, Y., 20 Jan 2009, In : Wind Energy. 12, 6, p. 574-593 20 p.

Research output: Contribution to journalArticle

Multi agent systems
Fault detection
Wind turbines
Farms
Data acquisition
9 Citations (Scopus)
Condition monitoring
Hidden Markov models
anomalies
refueling
Reactor cores
2008
1 Citation (Scopus)
Multi agent systems
Inspection
Defects
Nondestructive examination
Ultrasonics
73 Citations (Scopus)

Knowledge-based diagnosis of partial discharges in power transformers

Strachan, S., Rudd, S. E., McArthur, S. D. J., Judd, M. D., Meijer, S. & Gulski, E., Feb 2008, In : IEEE Transactions on Dielectrics and Electrical Insulation. 15, 1, p. 259-268 10 p.

Research output: Contribution to journalArticle

Power transformers
Partial discharges
Defects
Condition monitoring
Decision support systems
5 Citations (Scopus)

Managing remote online partial discharge data

Catterson, V. M., McArthur, S. D. J., Judd, M. D. & Zaher, A. S., Oct 2008, In : IEEE Transactions on Power Delivery. 23, 4, p. 1754-1762 9 p.

Research output: Contribution to journalArticle

Partial discharges
Engineers
Monitoring
Health
2007
19 Citations (Scopus)
Turbogenerators
Expert systems
Condition monitoring
Failure analysis
Nuclear power plants
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
4 Citations (Scopus)

Learning models of plant behavior for anomaly detection and condition monitoring

Brown, A. J., Catterson, V. M., Fox, M., Long, D. & McArthur, S. D. J., Jun 2007, In : Engineering Intelligent Systems for Electrical Engineering and Communications. 15, 2, p. 61-67 7 p.

Research output: Contribution to journalArticle

File
Condition monitoring
Hidden Markov models
Failure analysis
Managers
Decision making
755 Citations (Scopus)

Multi-agent systems for power engineering applications - part 1: Concepts, approaches and technical challenges

McArthur, S. D. J., Davidson, E. M., Catterson, V. M., Dimeas, A. L., Hatziargyriou, N. D., Ponci, F. & Funabashi, T., Nov 2007, In : IEEE Transactions on Power Systems. 22, 4, p. 1743-1752 10 p.

Research output: Contribution to journalArticle

Open Access
File
Multi agent systems
Industry
373 Citations (Scopus)

Multi-agent systems for power engineering applications - part 2: Technologies, standards and tools for building multi-agent systems

McArthur, S. D. J., Davidson, E. M., Catterson, V. M., Dimeas, A. L., Hatziargyriou, N. D., Ponci, F. & Funabashi, T., Nov 2007, In : IEEE Transactions on Power Systems. 22, 4, p. 1753-1759 6 p.

Research output: Contribution to journalArticle

Open Access
File
Multi agent systems
Interoperability
Industry
60 Citations (Scopus)
Open Access
File
Electric circuit breakers
Data mining
Condition monitoring
Decision support systems
Testing
3 Citations (Scopus)

The design of a multi-agent system for flaw-response modelling

McKenna, J., Gachagan, A., McArthur, S. D. J. & McLean, N., 2007, In : Insight: The Journal of the British Institute of Non-Destructive Testing. 49, 2, p. 74-78 5 p.

Research output: Contribution to journalArticle

Multi agent systems
Inspection
Defects
Nondestructive examination
Intelligent agents
2006
137 Citations (Scopus)
Multi agent systems
Engineers
Intranets
Intelligent systems
Information management
14 Citations (Scopus)

Data mining reactor fuel grab load trace data to support nuclear core condition monitoring

West, G. M., Jahn, G. J., McArthur, S. D. J., McDonald, J. R. & Reed, J., Jun 2006, In : IEEE Transactions on Nuclear Science. 53, 3, p. 1494-1503 10 p.

Research output: Contribution to journalArticle

Open Access
File
data mining
nuclear fuels
Condition monitoring
Brick
Data mining
22 Citations (Scopus)

The ERA-EDTA cohort study—comparison of methods to predict survival on renal replacement therapy

Geddes, C. D., Vandijk, P., McArthur, S. D. J., Metcalfe, W., Jager, K., Zwinderman, A., Mooney, M., Fox, J. & Simpson, K. H., 2006, In : Nephrology Dialysis Transplantation. 21, 4, p. 945-956 11 p.

Research output: Contribution to journalArticle

Open Access
File
Renal Replacement Therapy
Edetic Acid
Cohort Studies
Survival
Chronic Kidney Failure

Using evidence combination for transformer defect diagnosis

Catterson, V. M. & McArthur, S. D. J., 2006, In : International Journal of Innovations in Energy Systems and Power. 1, 1, 5 p.

Research output: Contribution to journalArticle

Open Access
File
Defects
2005
35 Citations (Scopus)
Condition monitoring
Intelligent systems
Multi agent systems
Diesel engines
Power plants
1 Citation (Scopus)