MORPHO 50 kHz curated universe — guided-wave SHM dataset 核心 · 已核验
doi:10.5281/zenodo.20120069
Filtered 50 kHz subset of the H2020 MORPHO project's guided-wave fatiguecampaign, prepared as the empirical basis for the paper "Active deeplearning with operator self-correction for guided-wave SHM datasetcuration" (Stamatelatos et al., Measurement 2026).
Contains 12,504 signals in MORPHO hierarchical HDF5 schema spanning 5composite panels (FOD3-FOD7), 4 PZT actuators per panel, 3 wave-receiversper actuator (drive channel excluded), sampled at 1 MHz. Also includes1,011 hand-labelled GOOD/BAD verdicts (875 GOOD, 136 BAD).
Companion software (signal-curator) reads this HDF5 schema natively:GitHub Link Here
Derived from Paunikar et al. 2025 (Zenodo 10.5281/zenodo.14627730). Pleasealso cite the source data.
See bundled README.md for full schema and quick-start.
- 落地页
- https://zenodo.org/doi/10.5281/zenodo.20120069
- 许可证
- CC-BY-4.0 (判读置信:inferred)
- 国内可访问性
-
国内直连:直连超时(慢或不稳定,非封锁证据) (2026-07-11 检测)
代理通道:可达 (2026-07-11 检测)
检测口径:lychee 双通道单轮探测;「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。 - 设备类型
composite_structure- PHM 任务
health_state_assessment
关联论文(1 篇,候选区未经人工核验;candidate_citation = 共引启发式候选关联,非使用断言)
溯源(PROV,5 条)
| source_url: https://zenodo.org/doi/10.5281/zenodo.20120069source_citation: quarry_mining_pool datacite#10.5281/zenodo.20120069retrieved_on: 2026-07-09asserted_by: automated_harvestnote: 反向挖掘 v3(KLS-018,词表圈选+全量人工复核):level=L2 score=1;候选区,晋升需人工核验 |
| about_field: taskssource_citation: graphrag 抽取自论文 doi:10.5281/zenodo.20120069(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: health_state_assessment;候选区,晋升需人工核验(ADR-26) |
| about_field: source_citation: 人工核验:zfbin(委托批准 2026-07-10)retrieved_on: 2026-07-10asserted_by: human_curatorconfidence_level: human_verifiednote: 晋升核心区。晋升批次 05:KLS-018 挖掘池卡,逐卡逐断言对照自述核验(evidence/KLS-016/08) |
| about_field: equipment_typessource_citation: 人工核验:zfbin(词表修订拍板 2026-07-10)retrieved_on: 2026-07-10asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。词表回填 equipment=composite_structure(5 composite panels,MORPHO 导波) |
| about_field: china_accessibilitysource_citation: KLS-009 链接健康扫描(lychee 双通道)retrieved_on: 2026-07-12asserted_by: automated_harvestnote: 定期刷新标注,仅覆盖本字段;历史结果以最新扫描为准 |