Projects per year
Personal profile
Personal Statement
I am an interdiciplinary researcher wokring on forecasting and analytics, particularly in the energy sector. Current and recent activity include developing novel methodologies for probabilistic wind/solar/demand/price/hydro forecasting, analytics for electricity market participation including ancillary services, and optimal maintenance scheduling for on- and offshore wind farms. I work across projects funded by the EPSRC, InnovateUK and industry.
Research Interests
I am interested in statistical uncertainty and the role it plays in decision making, particularly in the energy sector. Many real world processes are stochastic in nature and in order to make optimal decisions one must approach the problem from a probabilistic perspective. My research to date has focused on energy forecasting, including wind, solar, demand and price, and the role that forecasts play in electricity market participation and power system operation. I have worked extensively on spatio-temporal aspects of renewable energy forecasting, and in addition I have worked on wind and wave forecasting for offshore maintenance/installation.
Expertise & Capabilities
- Energy foreasting, including wind, solar, demand, prices and more
- Probabilistic forecating, methodology and evaluation
- Use of forecasts in energy trading and power system operation
- Decision-making under uncertainty
- Time series and machine learnning methods
Education/Academic qualification
Master of Physics, University of St Andrews
Award Date: 1 Jan 2011
Doctor of Philosophy, University Of Strathclyde
1 Oct 2011 → 30 Sep 2015
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Network
Projects
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AMIDiNe: Analytical Middleware for Informed Distribution Networks (AMIDiNe)
Stephen, B., Browell, J., Galloway, S. & Wallom, D.
EPSRC (Engineering and Physical Sciences Research Council)
1/10/19 → 31/03/22
Project: Research
Research Output
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Probabilistic access forecasting for improved offshore operations
Gilbert, C., Browell, J. & McMillan, D., 1 Jan 2021, In: International Journal of Forecasting. 37, 1, p. 134-150 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Containing a credible loss to within frequency stability limits in a low inertia GB power system
Nedd, M., Browell, J., Bell, K. & Booth, C., 14 Mar 2020, In: IEEE Transactions on Industry Applications. 56, 2, p. 1031-1039 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)47 Downloads (Pure)
Datasets
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Data and Code for the EEM2020 Wind Power Forecasting Competition
Browell, J. (Creator), Gilbert, C. (Creator), Tawn, R. (Creator) & May, L. (Creator), University of Strathclyde, 2 Jul 2020
DOI: 10.15129/02db89e9-64d1-4ded-9324-6d952ce35099, https://eem20.eu/ and one more link, https://youtu.be/pxkg48BBFYM (show fewer)
Dataset
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Supplementary material for: "Evaluation of Wind Power Forecasts – An up-to-date view"
Browell, J. (Creator) & Messner, J. (Creator), University of Strathclyde, 14 Jan 2020
DOI: 10.15129/3cf00c9b-e891-433e-afe3-732577aa74d2
Dataset
Thesis
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Spatio-temporal prediction of wind fields
Author: Browell, J., 1 Oct 2015Supervisor: Weiss, S. (Supervisor) & Infield, D. (Supervisor)
Student thesis: Doctoral Thesis
Prizes
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1st Place: European Energy Markets Conference 2017 Wind Power Forecasting Competition
Browell, Jethro (Recipient) & Gilbert, Ciaran (Recipient), 2017
Prize: Prize (including medals and awards)
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2nd Place: European Energy Markets Conference 2020 Wind Power Forecasting Competition
Browell, Jethro (Recipient), Gilbert, Ciaran (Recipient), Tawn, Rosemary (Recipient) & May, Leo (Recipient), 29 Jun 2020
Prize: Prize (including medals and awards)
File
Activities
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40th International Symposium on Forecasting
Jethro Browell (Organiser), Simon Camal (Speaker), Ciaran Gilbert (Speaker), Llorenç Lledó (Speaker) & Carla Gonçalves (Speaker)
26 Oct 2020Activity: Participating in or organising an event types › Organiser of major conference
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Sustainable Energy, Grids and Networks (Journal)
Jethro Browell (Editorial board member)
20 Oct 2020 → …Activity: Publication peer-review and editorial work types › Editorial board member