Projects per year
Abstract
Access forecasting aims to predict the quality of transfer of maintenance technicians to/from vessels and the constituent offshore structures at the wind farm. This is highly dependent on sea state conditions as well as other environmental factors such as visibility. Typically, scheduling or dispatch decisions are made on the basis of deterministic forecasts of significant wave height, often coupled with service contracts where transfers are expected to be attempted below a threshold significant wave height. However, there is always uncertainty in a weather prediction which can be accounted for by probabilistic forecasts. The aim of this work is to explore visualisation ideas for transforming vessel specific access forecasts into an interpretable and intuitive decision-support tool. Three simple methods are proposed based on a score out of 10, classification of transfer conditions, and a threshold score. Methods for summarising access conditions for 2-5 days ahead are also developed. This new forecasting and visualisation capability has significant implications for marine coordinators and skippers who will be able to make better informed safety-critical decisions, with the potential for reductions in the cost-of-energy offshore.
Original language | English |
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Article number | 012040 |
Number of pages | 9 |
Journal | Journal of Physics: Conference Series |
Volume | 1222 |
Issue number | 1 |
DOIs | |
Publication status | Published - 21 May 2019 |
Event | WindEurope Conference 2019 - Bilbao, Bilbao, Spain Duration: 2 Apr 2019 → 4 Apr 2019 |
Keywords
- offshore wind power operations
- wind farms
- turbines
- energy forecasting
- weather prediction
Fingerprint
Dive into the research topics of 'Visualisation of probabilistic access forecasts for offshore operations'. Together they form a unique fingerprint.Projects
- 2 Finished
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Offshore Renewables Accessibility for Crew transfer, Loss Estimation & Safety (ORACLES)
McMillan, D., Browell, J. & Gilbert, C.
1/02/18 → 31/01/19
Project: Research
File -
Supergen Wind Hub
Leithead, B., McDonald, A., McMillan, D., Anaya-Lara, O., Brennan, F., McGregor, P., Attya, A., Campos-Gaona, D., Comerford, D., Hur, S. H., Stock, A. & Yue, H.
19/06/14 → 18/09/19
Project: Research
Datasets
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Code for: "Probabilistic Access Forecasting for Improved Offshore Operations"
Gilbert, C. (Creator), Browell, J. (Creator) & McMillan, D. (Creator), University of Strathclyde, 30 Mar 2020
DOI: 10.15129/d4055a23-f2f7-482d-9cb2-4e15960b17f6, https://www.ecmwf.int/ and one more link, http://wavenet.cefas.co.uk/ (show fewer)
Dataset
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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 AccessFile2 Citations (Scopus)31 Downloads (Pure) -
Access forecasting for safety-critical crew transfers in offshore environments
Browell, J., Gilbert, C. & McMillan, D., 18 Jun 2019.Research output: Contribution to conference › Speech › peer-review
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A data-driven vessel motion model for offshore access forecasting
Gilbert, C., Browell, J. & McMillan, D., 19 Oct 2019, OCEANS 2019 - Marseille. Piscataway, NJ.: IEEE, 6 p. 8867176Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile2 Citations (Scopus)11 Downloads (Pure)
Activities
- 1 Organiser of special symposia
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Wind Energy Science conference 2019
David McMillan (Chair), Sally Shenton (Keynote/plenary speaker), Chris Briggs (Keynote/plenary speaker) & James Carroll (Keynote/plenary speaker)
2019Activity: Participating in or organising an event types › Organiser of special symposia