Professor Stephen McArthur
Principal
Principal's Office
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Area of Expertise
- Intelligent systems, with a focus on power and energy applications.
- Research and development of diagnostic and prognostic decision support systems.
- Decision support frameworks and architectures, using distributed intelligence methods and platforms.
- Smart Grid applications.
- Plant lifetime extension in the civil nuclear industry.
Prize And Awards
- 2021 IEEE Richard Harold Kaufmann Award
- Recipient
- 6/2020
- Scottish Knowledge Exchange Awards: Multi–Party Collaboration Award
- Recipient
- 2016
- IEEE Power & Energy Society Technical Committee Prize Paper Award.
- Recipient
- 7/2010
- IEEE Power & Energy Society Technical Committee Working Group Recognition Award
- Recipient
- 7/2008
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Publications
- Machine learning and knowledge-driven approaches for automated Calandria Tubesheet Bore Inspection in CANDU reactors
- Young Andrew, Manning Callum Paul, Zabalza Jaime, West Graeme, Murray Paul, McArthur Stephen, Kennedy Chris, Barpugga Harpreet
- Sixth Annual Conference on Disruptive, Innovative, and Emerging Technologies in the Nuclear Industry: DIET 2025 (2025)
- Multi-modal machine learning prediction of fleetwide switchgear SF6 escape from historical maintenance records, online monitors and domain expertise
- Liu Ting, Irwin Fiona, de la Barba Luis, Holton Allan, Jones Dan, Terret-Hensman Rob, Wilson Gordon, Riccardi Annalisa, Brown Blair David, McArthur Stephen, Stewart Brian, Stephen Bruce
- CIGRE 2025 International Symposium (2025)
- Temperature measurement uncertainty quantification in condition monitoring of critical infrastructure using complex timeseries dependency modeling
- Blair Jennifer, Liu Ting, Storey Thomas, Wong Timothy, McArthur Stephen, Brown Blair, Lu Ernest, Forbes Alistair, Stephen Bruce
- Measurement: Energy Vol 8 (2025)
- https://doi.org/10.1016/j.meaene.2025.100068
- Domain-adapted explainability for machine learning predictions of rotodynamic pump degradation in safety-critical industrial sectors
- Amin Omnia, Brown Blair David, Stephen Bruce, Livina Valerie, McArthur Stephen
- Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy (2025)
- https://doi.org/10.1177/09576509251387765
- Localized gas equivalent model of electrical heat demand for urban LV distribution network impact analysis
- Anderson Amy, McGarry Connor, Galloway Stuart, Stephen Bruce, McArthur Stephen
- IEEE Access Vol 13, pp. 158776-158788 (2025)
- https://doi.org/10.1109/ACCESS.2025.3608478
- Multi-agent negotiation and architecture for voltage control and flexibility on minimally monitored last mile distribution systems
- Storey Thomas, Stephen Bruce, Brown Blair David, McArthur Stephen
- IEEE PES Innovative Smart Grid Technologies Europe 2025 (2025)
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Teaching
My teaching activities cover intelligent systems, distributed intelligence in power systems, smart grids, condition monitoring, and diagnostic systems.
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Research Interests
- Artificial Intelligence (AI) and intelligent system applications in the power and energy fields
- Industrial application of AI, data science and data analytics
- Condition monitoring, diagnostics and prognostics for equipment, plant and power networks
- Distributed intelligence in electric power systems, active network management and Smart Grids
- Nuclear power plant monitoring, diagnosis, prediction, and lifetime extension
- Intelligent system methods: knowledge based systems; model based reasoning; machine learning
- Multi-Agent Systems and Intelligent Agents: multi-agent methods, models, techniques and architectures for power engineering applications
- Explainable AI
- Decision support environments
Professional Activities
- 2nd Joint China-UK Experts Symposium on Sustainable Development and Decarbonisation (S2D2)
- Speaker
- 2/11/2024
- Visit of a Chancellor-led delegation group of Guangzhou Medical University to Strathclyde
- Participant
- 29/5/2024
- Scottish Enterprise (External organisation)
- Advisor
- 1/1/2024
- Scottish Power Energy Networks Holdings Limited SPEN (External organisation)
- Advisor
- 1/3/2023
- KUKA Strategic Partnership Foundation
- Participant
- 24/11/2022
- Nanyang Technological University
- Visiting researcher
- 1/1/2022
Projects
- EPSRC Centre for Doctoral Training in Nuclear Energy- SATURN (Skills And Training Underpinning a Renaissance in Nuclear) | Pathak, Jagriti
- West, Graeme (Principal Investigator) McArthur, Stephen (Co-investigator) Pathak, Jagriti (Research Co-investigator)
- 01-Jan-2024 - 01-Jan-2028
- Asset Data Analytics
- Stewart, Brian (Principal Investigator) McArthur, Stephen (Co-investigator) Stephen, Bruce (Co-investigator)
- 01-Jan-2024 - 15-Jan-2024
- SF6 Escape Prediction for NGET HV Switchgear
- Stephen, Bruce (Principal Investigator) Akartunali, Kerem (Co-investigator) Brown, Blair David (Co-investigator) McArthur, Stephen (Co-investigator) Riccardi, Annalisa (Co-investigator) Stewart, Brian (Co-investigator)
- 01-Jan-2024 - 27-Jan-2026
- Advanced Substation Partial Discharge Monitoring (NGET Framework Agreement)
- Stewart, Brian (Principal Investigator) McArthur, Stephen (Co-investigator) Stephen, Bruce (Co-investigator)
- 01-Jan-2024 - 31-Jan-2026
- DTP 2224 University of Strathclyde | Cassidy, Maria
- Stephen, Bruce (Principal Investigator) Brown, Blair David (Co-investigator) McArthur, Stephen (Co-investigator) Cassidy, Maria (Research Co-investigator)
- 01-Jan-2023 - 01-Jan-2027
- DIGF-CRAD-06294: Data-driven Manufacturing Colab Innovation Accelerator
- Sherlock, Andrew (Principal Investigator) McArthur, Stephen (Co-investigator)
- 01-Jan-2023 - 31-Jan-2025
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Contact
Professor
Stephen
McArthur
Principal
Principal's Office
Email: s.mcarthur@strath.ac.uk
Tel: 548 4838