Data · dataset · 2025
Data for: Karolczuk, A., Kurek, A. (2025). Machine learning insight into the mean stress impact on fatigue life of additively manufactured 18Ni300 maraging steel under various multiaxial stress paths. International Journal of Fatigue, 198, 109023
Listed in Teesside University Research Data Repository
Description
The provided Excel file contains the experimental data used in the study: Karolczuk, A., & Kurek, A. (2025). Machine learning insight into the mean stress impact on fatigue life of additively manufactured 18Ni300 maraging steel under various multiaxial stress paths. International Journal of Fatigue, 198, 109023. doi.org/10.1016/J.IJFATIGUE.2025.109023.
The dataset includes fatigue life results for thin-walled cylindrical specimens made of 18Ni300 maraging steel, produced by Laser Powder Bed Fusion (LPBF). The specimens were tested in the as-built condition (no machining) following a standard aging heat treatment. Fatigue experiments were performed under 22 different axial-torsional stress paths, covering in-phase, out-of-phase, and mean-stress conditions.
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Tests were carried out using constant-amplitude, sinusoidal loading under force- or torque-control in accordance with ISO 1099. Two testing systems were employed: Instron Electropuls E10000 and Instron 8852. All specimens were tested to complete fracture (separation).
Links
Where it is published
- DOI doi.org/10.17632/sfkgmjnf37.1 ↗
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
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Manufacturing engineering 72%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/sfkgmjnf37.1 | 12 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:4014 | enrichment · researchdata tees ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| 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 |