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  • Stephen McArthur
2019

Prognostics & health management methods & tools for transformer condition monitoring in smart grids

Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Garro, U., Muxika, E., Mendicute, M., Catterson, V. M., Gilbert, I. P. & del Rio, L., 7 Oct 2019. 12 p.

Research output: Contribution to conferencePaper

Open Access
File
9 Downloads (Pure)

Towards a data analytics framework for medium voltage power cable lifetime mangement

Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Jajware, N., Kearns, M. & Banerjee, S., 9 Feb 2019, 11th Nuclear Plant Instrumentation, Control and Human Machine Interface Technology. La Grange Park, Ill.: American Nuclear Society, 10 p.

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

Open Access
File
22 Downloads (Pure)
2020
Open Access
File
3 Downloads (Pure)
2018

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
13 Citations (Scopus)
71 Downloads (Pure)
2020
Open Access
File
6 Downloads (Pure)
2018

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
20 Downloads (Pure)
2019
Open Access
File
34 Downloads (Pure)
2018
Open Access
File
2 Citations (Scopus)
61 Downloads (Pure)
2017

Decision support for distribution automation: data analytics for automated fault diagnosis and prognosis

Wang, X., McArthur, S., Strachan, S. & Paisley, B., 24 Mar 2017, (Accepted/In press) Proceedings of 24th International Conference and Exhibition on Electricity Distribution (CIRED). Stevenage, 5 p. 0262

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

Open Access
File
43 Downloads (Pure)
2020

Improved online localisation of CANDU duel defects using ancillary data sources and neural networks

Wallace, C., McEwan, C., West, G., Aylward, W. & McArthur, S., 3 May 2020, In : Nuclear Technology. 206, 5, p. 697-705 9 p.

Research output: Contribution to journalArticle

2017

Supporting control room operators in highly automated future power networks

Chen, M., Catterson, V., Syed, M., McArthur, S., Burt, G., Marinelli, M., Prostejovsky, A. M. & Heussen, K., 24 Mar 2017, (Accepted/In press) Proceedings of 24th International Conference and Exhibition on Electricity Distribution. Stevenage, 5 p.

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

Open Access
File
55 Downloads (Pure)
2018

Fuel channel bore estimation for onload pressurised fuel grab load trace data

Young, A., Aylward, W., Murray, P., West, G., McArthur, S. & Rudge, A., 1 Nov 2018, (Accepted/In press). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
17 Downloads (Pure)
2016

Transitioning from centralized to distributed control: using SGAM to support a collaborative development of web of cells architecture for real time control

Guillo Sansano, E., Syed, M. H., Dambrauskas, P., Chen, M., Burt, G. M., McArthur, S. D. J. & Strasser, T., 15 Jun 2016, CIRED Workshop. p. 1-4 4 p. 0359

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

Open Access
File
191 Downloads (Pure)
2019

Improved feed pump performance through predictive analytics

Stephen, B., Brown, B., Young, A., McArthur, S., West, G., Michie, C., Duncan, A. & Helfer-Hoeltgebaum, H., 9 May 2019. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
10 Downloads (Pure)
Open Access
File
28 Downloads (Pure)
2017

Determining appropriate data analytics for transformer health monitoring

Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 5 Apr 2017, (Accepted/In press) 10th International Topical Meeting on Nuclear Plant Instrumentation, Control and Human Machine Interface Technologies. La Grange Park: American Nuclear Society, p. 1-11 11 p.

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

Open Access
File
368 Downloads (Pure)
2019

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
12 Citations (Scopus)
142 Downloads (Pure)

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., 8 Jun 2019, In : Applied Soft Computing. 85, 15 p., 105530.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
2018

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
6 Citations (Scopus)
168 Downloads (Pure)
2017
Open Access
File
11 Citations (Scopus)
162 Downloads (Pure)
2016

Implementation of a Bayesian linear regression framework for nuclear prognostics

Panni, O., West, G., Catterson, V., McArthur, S., Shi, D. & Mogridge, I., 16 May 2016, (Accepted/In press). 9 p.

Research output: Contribution to conferencePaper

Open Access
File
95 Downloads (Pure)
2018

Automated feature validation of trip coil analysis in condition monitoring of circuit breakers

Hosseini, M., Helm, J., Stephen, B. & McArthur, S. D. J., 1 Jul 2018, In : PHM Society European Conference. 4, 1, 6 p.

Research output: Contribution to journalConference Contribution

Open Access
File
40 Downloads (Pure)
2016

Smart Grid Handbook

Liu, C-C. (ed.), McArthur, S. (ed.) & Lee, S-J. (ed.), 15 Jul 2016, Chicheser, United Kingdom. 1900 p.

Research output: Book/ReportAnthology

Data analytics for transmission and distribution

Catterson, V. M. & McArthur, S. D. J., 15 Jul 2016, Smart Grid Handbook. Liu, C-C., McArthur, S. & Lee, S-J. (eds.). Chichester, West Sussex, Vol. 3. p. 1487-1505 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

2018
Open Access
File
11 Citations (Scopus)
50 Downloads (Pure)
2016

Distributed negotiation in future power networks: rapid prototyping using multi-agent system

Chen, M., Syed, M. H., Guillo Sansano, E., McArthur, S. D. J., Burt, G. M. & Kockar, I., 12 Oct 2016, 2016 IEEE PES Innovation Smart Grid Technologies Conference Europe. Piscataway, NJ.: IEEE, 6 p.

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

Open Access
File
4 Citations (Scopus)
139 Downloads (Pure)
2019

Improved explicability for pump diagnostics in nuclear power plants

Young, A. T., West, G. M., Brown, B. D., Stephen, B. & McArthur, S. D. J., 30 Jul 2019, (Accepted/In press). 4 p.

Research output: Contribution to conferencePaper

Open Access
File
7 Downloads (Pure)
2018
Open Access
File
13 Downloads (Pure)
2017

Estimating fuel channel bore from fuel grab load trace data

Berry, C., Pattison, D., West, G. M., McArthur, S. D. J. & Rudge, A., 8 Jan 2017, (Accepted/In press) The 5th EDF Energy Nuclear Graphite Symposium. Warrington, 8 p.

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

Open Access
File
42 Downloads (Pure)

Design of a multi-agent system for distributed voltage regulation

Chen, M., Athanasiadis, D., Al Faiya, B., McArthur, S., Kockar, I., Lu, H. & De Leon, F., 19 Oct 2017, 2017 19th International Conference on Intelligent Systems Application to Power Systems (ISAP). Piscataway, NJ.: IEEE, 6 p.

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

Open Access
File
1 Citation (Scopus)
71 Downloads (Pure)
2016
Open Access
File
7 Citations (Scopus)
120 Downloads (Pure)

A Review and Synthesis of the Outcomes from Low Carbon Networks Fund Projects

Frame, D. F., Bell, K. & McArthur, S., 1 Sep 2016, London. 145 p.

Research output: Book/ReportCommissioned report

Open Access
File
141 Downloads (Pure)
2017

Semi-supervised learning approach for crack detection and identification in advanced gas-cooled reactor graphite bricks

Berry, C., West, G., McArthur, S. & Rudge, A., 4 Apr 2017, (Accepted/In press). 10 p.

Research output: Contribution to conferencePaper

Open Access
File
74 Downloads (Pure)

Semi-supervised learning approach for crack detection and identification in advanced gas-cooled reactor graphite bricks

Berry, C., West, G., McArthur, S. & Rudge, A., 15 Jun 2017, 10th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2017. A. N. S. (ed.). Red Hook, NY, Vol. 1. p. 77-86 10 p.

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

Open Access
File
1 Citation (Scopus)
7 Downloads (Pure)
2019

Towards a hybrid power cable health index for medium voltage power cable condition monitoring

Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Jajware, N. & Kearns, M., 16 Jun 2019. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
13 Downloads (Pure)

Automated fault analysis and diagnosis using high-frequency and maintenance data from distribution networks

Jiang, X., Stephen, B. & McArthur, S. D. J., 29 Sep 2019, 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe). Piscataway, NJ.: IEEE

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

Open Access
File
6 Downloads (Pure)
2017

Improving the accuracy of transformer DGA diagnosis in the presence of conflicting evidence

Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 18 Aug 2017, 2017 IEEE Electrical Insulation Conference (EIC). Piscataway, NJ: IEEE, 4 p.

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

Open Access
File
61 Downloads (Pure)
2018

Data analytics to support operational distribution network monitoring

Tsioumpri, E., Stephen, B., Dunn-Birch, N. & McArthur, S. D. J., 21 Oct 2018. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
21 Downloads (Pure)
2019

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

Open Access
File

A novel implementation of vibration signal decomposition for estimation of degradation in rotating plant

Brown, B., Stephen, B., McArthur, S., West, G. & Michie, C., 26 Apr 2019, (Accepted/In press). 12 p.

Research output: Contribution to conferencePaper

Open Access
File
14 Downloads (Pure)
2016

Enhanced situational awareness and decision support for operators of future distributed power network architectures

Zaher, A. S., Catterson, V. M., Syed, M. H., McArthur, S. D. J., Burt, G. M., Chen, M., Marinelli, M. & Prostejovsky, A., 25 Jun 2016, (Accepted/In press) IEEE Innovative Smart Grid Technologies (ISGT) Conference Europe 2016. Piscataway, NJ.: IEEE, 6 p.

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

Open Access
File
158 Downloads (Pure)
2018

Selecting appropriate machine learning classifiers for DGA diagnosis

Aizpurua Unanue, J. I., Catterson, V., Stewart, B. G., McArthur, S., Lambert, B., Ampofo, B., Pereira, G. & Cross, J., 15 Jan 2018, 2017 IEEE Conference on Electrical Insulation and Dielectric Phenomena. Piscataway, N.J., p. 153-156 4 p.

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

Open Access
File
1 Citation (Scopus)
180 Downloads (Pure)

Current-based trip coil analysis of circuit breakers for fault diagnosis

Hosseini, M., Stephen, B., McArthur, S. D. J. & Helm, J., 13 Dec 2018, 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). Piscataway, NJ: IEEE, 6 p.

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

Open Access
File
26 Downloads (Pure)