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Data · dataset · 2026

Reproducibility data and code for auditable wind turbine early fault evidence promotion

Listed in Teesside University Research Data Repository

This complete update contains reproducibility data and code for auditable wind turbine early fault evidence promotion.

Description

It retains the original simulation and processed field evidence and adds three revision analyses: controlled availability selection at fixed within-role availability, a bridge to the original trailing-three-capture confirmation window, and threshold sensitivity with healthy verification burden and verifier utilization.

Fine-grained masks, counts, scores, frozen configurations, paired seed summaries, main and supplementary figure/table source data, and portable execution and independent numerical audit scripts are included. The included results are numerical simulation outputs and derived observational/mechanism evidence, not new physical measurements. They do not establish general field automatic-warning efficacy or acceptable maintenance cost.

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Third-party raw Sonkyo and Aventa recordings are not redistributed; their source DOIs and access routes are supplied. File descriptions, data dictionaries, provenance, checksums and reproduction instructions are included. AI-assisted preparation and author verification responsibilities are disclosed in PROVENANCE.md.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Simulation 75% · Tabular 65%
Provenance · 1 source records, 15 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/67dx3zvcbn.212 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:energymapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[method].local:method:simulationenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:tabularenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (65%)
concepts[subject].local:topic:climatemapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Climate Change']
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
titlesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/title