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
- DOI doi.org/10.17632/67dx3zvcbn.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Climate · Earth & Environmental Science · Energy · Engineering · Humanities · Life Sciences · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Simulation 75% · Tabular 65%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/67dx3zvcbn.2 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:energy | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:tabular | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[subject].local:topic:climate | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Climate Change'] |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |