AE Source Database 核心 · 已核验

doi:10.57760/sciencedb.34035

In laser processing of surface micro-textures on PCD tools, online monitoring and quality prediction are difficult. This study uses acoustic emission technology to capture the dynamic response during laser ablation, combined with MTF encoding and deep learning to achieve quality prediction. This dataset contains all the original data and processed results required to reproduce the experiments and analysis in the paper.

落地页
https://doi.org/10.57760/sciencedb.34035
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。
PHM 任务
condition_monitoring

传感器

sensor_type: acoustic_emission_sensor
溯源(PROV,6 条)
source_url: https://doi.org/10.57760/sciencedb.34035source_citation: quarry_mining_pool sciencedb_oai#10.57760/sciencedb.34035retrieved_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=L1 score=0.65;候选区,晋升需人工核验
about_field: sensorssource_citation: graphrag 抽取自论文 doi:10.57760/sciencedb.34035(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: acoustic_emission_sensor;候选区,晋升需人工核验(ADR-26)
about_field: taskssource_citation: graphrag 抽取自论文 doi:10.57760/sciencedb.34035(model=glm-5.2, temperature=0)retrieved_on: 2026-07-10asserted_by: automated_extractionconfidence_level: grounded_nativenote: values: condition_monitoring;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: 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
about_field: license_confidence,license_idsource_citation: 人工核验:zfbin(委托批次 KLS-032,2026-07-15)retrieved_on: 2026-07-14asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。KLS-032 license 补判:DataCite rightsList(scidb 页面系 SPA 不可核,2026-07-15)