Data · dataset · 2026
Aero-Engine Multi-Station Thermodynamic Temperature Regression Dataset
Listed in Teesside University Research Data Repository
This dataset is curated for researching multi-objective thermal state regression in aerospace engineering.
Description
It primarily focuses on the simultaneous prediction of thermodynamic temperatures at three critical engine stations (T25, T3, and T5). Key Technical Specifications: Data Source: Public aero-engine operational time-series records.
Task Type: Multi-objective continuous temperature trajectory regression subject to external disturbances. Data Extraction
Read the rest (2 more)
Method
All samples are extracted using a fixed-size temporal sliding window approach to preserve dynamic feature dependencies and transient thermal boundaries. Intended Applications: Virtual sensing, thermal dynamics regression, cross-system transferability verification, and uncertainty quantification (UQ).
Links
Where it is published
- DOI doi.org/10.17632/fy3h9gxf2n.1 ↗
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
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/fy3h9gxf2n.1 | 4 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].anzsrc:group:4001 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Aerospace Engineering'] |
| concepts[field].anzsrc:group:4012 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Thermal Engineering'] |
| concepts[field].local:field:earth-environmental | 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:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| 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 |