20122020

Research output per year

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Personal profile

Personal Statement

I am a Lecturer and a Strathclyde Chancellor’s Fellow in the Department of Electronic & Electrical Engineering. I obtained my PhD in Wind Energy Maintenance Cost and Turbine Reliability from the EPSRC Wind Energy Systems CDT, hosted at the University of Strathclyde. Following my PhD I was awarded an EPSRC Doctoral Prize to research wind turbine component failure and remaining useful life prediction. I continue to carry out research in both the areas of my PhD and Post Doc, as well as the area of novel wind turbine concept development. 
Before my time at the University of Starthclyde I worked for a wind turbine developer in Germany and a wind turbine manufacturer and operator in both Germany and Denmark. My research is driven and made possible by close links to a number of leading wind turbine developers, manufacturers and operators. 

Research Interests

My research focuses on the wind energy area, both onshore and offshore. I have a particular interest in:

- Wind turbine reliability

- O&M cost modelling

- Wind Turbine cost of energy modelling

- The impact of turbine drive train selection on reliability and cost

- Wind turbine component condition monitoring

- Wind turbine component failure prediction

- Wind turbine component remaining useful life prediction based on data driven machine learning approaches and physical modelling approaches

- SCADA and Vibration data analytics

- Novel wind turbine concept development

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Projects

Research Output

A review of wind turbine main-bearings: design, operation, modelling, damage mechanisms and fault detection

Hart, E., Clarke, B., Nicholas, G., Kazemi Amiri, A., Stirling, J., Carroll, J., Dwyer-Joyce, R., McDonald, A. & Long, H., 15 Jan 2020, In : Wind Energy Science. 5, 1, p. 105-124 20 p.

Research output: Contribution to journalArticle

Open Access
File
  • 2 Citations (Scopus)
    83 Downloads (Pure)

    Comparison of new anomaly detection technique for wind turbine condition monitoring using gearbox SCADA data

    McKinnon, C., Carroll, J., McDonald, A., Koukoura, S., Infield, D. & Soraghan, C., 22 Sep 2020, (Accepted/In press) In : Energies. 19 p.

    Research output: Contribution to journalArticle

  • Prizes

    2nd Place: Future Energy Competition

    Carroll, James (Recipient) & Browell, Jethro (Recipient), 20 Nov 2019

    Prize: Prize (including medals and awards)

    File

    Activities

    • 1 Organiser of special symposia

    Wind Energy Science conference 2019

    David McMillan (Chair), Sally Shenton (Keynote/plenary speaker), Chris Briggs (Keynote/plenary speaker) & James Carroll (Keynote/plenary speaker)

    2019

    Activity: Participating in or organising an event typesOrganiser of special symposia