Reproducibility data and code for auditable wind turbine early fault evidence promotion
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This dataset contains processed data, figure source tables, frozen protocols, analysis code, and independent verification records supporting the article "Auditable evidence promotion for wind turbine early fault decisions under heterogeneous operation and unavailable independent verification." It includes exact theory, a frozen simulation with 30 random seeds, a controlled experiment on one Sonkyo blade, and a prospectively frozen stress test on one Aventa turbine. The package preserves negative and unavailable outcomes: the field analysis produced no persistent prefailure request, and strain based verification in the fault window was unavailable rather than negative. Large third party raw archives are not redistributed. The Sonkyo data are available at https://doi.org/10.5281/zenodo.3229743, and the Aventa AV-7 data are available at https://doi.org/10.5281/zenodo.8229750. The package provides processed results, figure source data, frozen protocols, checksums, analysis code, and verification records. The authoritative scientific status is THEORY_COMPLETE_AUTOMATIC_EFFICACY_NOT_CONFIRMED.
本数据集包含支撑论文《异构运行场景下风电机组早期故障决策的可溯源证据推广及独立验证不可行情形》的处理后数据、图表源数据表、冻结分析协议(frozen protocols)、分析代码与独立验证记录。本数据集涵盖精确理论模型、搭载30个随机种子的固化仿真、针对单根Sonkyo叶片的对照实验,以及针对单台Aventa机组的前瞻性冻结应力测试。本数据集包保留阴性结果与不可行结果:现场分析未生成持续性故障前预警请求,且故障窗口期内基于应变的验证不可行,而非阴性结果。第三方大型原始存档文件未随本数据集分发。Sonkyo叶片数据集可通过https://doi.org/10.5281/zenodo.3229743获取,Aventa AV-7机组数据集可通过https://doi.org/10.5281/zenodo.8229750获取。本数据集包提供处理后结果、图表源数据、校验和(checksums)、分析代码与验证记录。本数据集的权威科学状态为:理论完备,自动效能未得到验证(THEORY_COMPLETE_AUTOMATIC_EFFICACY_NOT_CONFIRMED)。




