Publications

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

An expert Bayesian Network solution for intelligent machine fault diagnosis

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

BINDT 21st International Conference on Condition Monitoring and Asset Management (CM 2025) (2025)

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)

Predictive monitoring of asset populations in a rotating plant under operational uncertainty : a transfer learning approach

Ghauch Ziad, Young Andrew, Brown Blair David, Stephen Bruce, West Graeme, McArthur Stephen, Duncan Andrew

Data-Centric Engineering Vol 6 (2025)

https://doi.org/10.1017/dce.2025.3

More publications

Professional Activities

Strategic Themes: Applied AI Workshop

Participant

17/1/2025

Generative AI in Financial Services

Invited speaker

10/10/2023

Scientific Machine Learning seminar

Invited speaker

16/5/2023

More professional activities

Projects

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 - 30-Jan-2025

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

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

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

Supporting Analytics for Nuclear Asset Data Lifecycle (Jennifer Blair) | Blair, Jennifer

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

01-Jan-2020 - 09-Jan-2025

Supporting Analytics for Nuclear Asset Data Lifecycle (Jennifer Blair)

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

01-Jan-2020 - 30-Jan-2024

More projects