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Record W2270874812

Ice Forces to Wind Turbine Foundations in Denmark

2003· article· en· W2270874812 on OpenAlexaboutno aff
Helge Gravesen, Brian J. Petersen, Søren L. Sørensen, P. Vølund

Bibliographic record

VenueProceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions · 2003
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArctic and Antarctic ice dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsFoundation (evidence)TurbineOffshore wind powerStiffnessMarine engineeringEngineeringGeologySubmarine pipelineStructural engineeringGeotechnical engineeringMechanical engineeringGeography
DOInot available

Abstract

fetched live from OpenAlex

Ice loading on wind turbine foundations in the inner Danish seas and in the Danish straits is a decisive load. To reduce the loading, ice cones have frequently been used. A certain increase in the wave load is a consequence of an ice cone but at least for shallow waters the wave loads are increased less than originally expected because of a relatively strong phase shift between the maximum pressures on various parts of the cone and the vertical cylinder in the structure. For gravity foundations the additional cost has been limited since the weight of the ice cone stabilise the foundation. For lighter foundation types like mono piles and tripods the requirement of a cone adds simply to the cost of the structure. But for future 3 to 5 MW offshore wind turbines the increase in wave loads for the larger foundations could show to allow larger ice forces. In this case it is interesting to know if smaller and less costly cones may be used or design without a cone may be allowed. Further, the ice load design requirements in Denmark have been reviewed and in this connection 3 test series of ice model tests with a compliant structure corresponding to typical first mode and second mode frequencies and stiffness of a large wind turbine foundation have been carried out at NRC, Canada. The paper discusses the aspects mentioned above. Further, the following aspects are described in detail: (1) Review of the ice load design requirements in the inner Danish seas and in the Danish straits; (2) Detailed design requirements for upwards and downwards bending cones; (3) Design requirements to a double sided cone; (4) Design requirements to a vertical cylindrical structure; and (5) Composition of extreme ice loads and wind loads.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.000
Open science0.0000.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.226
Teacher spread0.211 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the International Conference on Port and Ocean Engineering Under Arctic ConditionsSame topicArctic and Antarctic ice dynamicsFrench-language works237,207