Publications

Residual-corrected physics-based modelling for SF >6 density prediction and anomaly detection

Brash Alistair, Guo Shi, Pestana Jennifer, Brown Blair, Tachtatzis Christos, Liu Ting, Irwin Fiona, Lumsden Nicol, Stephen Bruce

IEEE Transactions on Dielectrics and Electrical Insulation (2026)

https://doi.org/10.1109/tdei.2026.3736333

Residual-corrected physics-based modelling for SF6 density prediction and anomaly detection

Brash Alistair, Shi Guo, Pestana Jennifer, Brown Blair, Tachtatzis Christos, Liu Ting, Irwin Fiona, Lumsden Nicol, Stephen Bruce

IEEE Transactions on Dielectrics and Electrical Insulation (2026)

https://doi.org/10.1109/TDEI.2026.3736333

Assessing heat pump penetration risk on low voltage distribution feeders using causal inference

Cassidy Maria, Ivanov Slav Ivov, Brown Blair David, McArthur Stephen, Pollock Adam, Stephen Bruce

2026 2nd International Conference on Power Engineering and Electrical Technology (PEET) (2026)

Impact of reactive power assumptions on physics-informed assessment of transformer ageing in distribution networks

Lu Junyi, Brown Blair David, Hong Qiteng, Booth Campbell, Stephen Bruce

PHM Society European Conference Vol 9 (2026)

https://doi.org/10.36001/phme.2026.v9i1.5031

An industry scale digital-twin for machine fault diagnosis and prognostics

Gibson Matthew, Taylor Kane, Cassidy Maria, Stephen Bruce, Brown Blair David

Proceedings of the 36th European Safety and Reliability Conference European Safety and Reliability Conference, pp. 2492-2499 (2026)

Distribution network assessment using a causal-guided diffusion model of synthetic residential load profiles

Cassidy Maria, Stephen Bruce, Brown Blair David, Lu Junyi, McArthur Stephen

Proceedings of the 36th European Safety and Reliability Conference European Safety and Reliability Conference, pp. 3004-3011 (2026)

More publications

Professional Activities

Advanced Signal Processing with Industrial AI

Invited speaker

1/10/2025

Trustworthy Deployment of AI (including ML) in Nuclear Operations

Invited speaker

13/3/2025

Strategic Themes: Applied AI Workshop

Participant

17/1/2025

Industrial AI Applications in Power Systems

Invited speaker

10/7/2024

Generative AI in Financial Services

Invited speaker

10/10/2023

Scientific Machine Learning seminar

Invited speaker

16/5/2023

More professional activities

Projects

High-Dimensional Data Analysis and Multi-Variate Change Point Detection for Utility Asset Assessment

Brown, Blair David (Principal Investigator) Paton, Steve (Co-investigator) Stephen, Bruce (Co-investigator)

16-Jan-2026 - 30-Jan-2026

TIC LCPE AM-15 Independent Academic Review of AI Utilisation Practices at ScottishPower

Revie, Matthew (Principal Investigator) Brown, Blair David (Co-investigator) Smith, Marisa (Co-investigator)

01-Jan-2025 - 31-Jan-2026

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 - 31-Jan-2026

Robust, trustworthy and Explainable Predictive Models for Low Carbon Power and Energy

Stephen, Bruce (Principal Investigator) Brown, Blair David (Co-investigator)

01-Jan-2023 - 31-Jan-2027

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

EPSRC Vacation Internship: Digital Twinning through Physics Informed Machine Learning. A Vibrating Bearing Case Study

Pestana, Jennifer (Co-investigator) Brown, Blair David (Principal Investigator)

EPSRC Vacation Internship for Zara Blair

14-Jan-2022 - 22-Jan-2022

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