发表机构
EcoDeco AS（EcoDeco AS）
机构由 AI 辅助整理，请以论文原文为准。AI 中文总结
本研究通过两项预注册数据集，从多燃料报告、类型变更、错误分类和跨产品一致性四方面评估 ENTSO-E 平台生产类型标签的实际分类效果，发现无重复标注但阶梯曲线解析会导致能量低估。
AI 中文摘要
ENTSO-E 透明度平台是欧洲电力市场数据的唯一指定发布点，其三项数据项带有生产类型标签。委员会条例 (EU) No 543/2013 第 16(1)(a) 条要求按发电单元提供实际发电量，但未提及生产类型；该数据项上的标签是 ENTSO-E 通过模式自行添加的，而第 5(d) 条将生产类型的分类委托给《程序手册》。本数据描述文件记录了两项预注册数据集，这些数据集从四个维度衡量该分类在实际中的表现：同时多燃料报告、容量注册表版本之间的类型变更、无类型变更的持续错误分类，以及单元级与汇总序列之间的跨产品一致性。标准在测量前已锁定并校验和，阈值源自测量噪声而非人为选择，且未通过的内容也已记录：六项声明被撤回，其中三项来自数据集本身的已发布版本。在覆盖三个投标区域的 2191 份文件中，涉及 199 个发电单元，其中生物质混燃在注明日期的原始资料中有记录，没有单元在同一份文件中携带两种生产类型。一项实际警告适用于每小时序列的所有用户：所有数据均携带 curveType A03，这是一种阶梯曲线，其中缺失位置表示保持先前值而非数据缺失。仅对所列点求和的解析器会不均匀地低估能量，2021 年芬兰一个单元低估 22.6%。
英文摘要
The ENTSO-E Transparency Platform is the single mandated publication point for European electricity market data, and three of its data items carry a production-type label. Commission Regulation (EU) No 543/2013 Article 16(1)(a) requires actual generation output per generation unit but does not mention production type; the label on that item is ENTSO-E's own addition through the schema, and Article 5(d) delegates the classification of production types to a Manual of Procedures. This data descriptor documents two preregistered datasets that measure what that classification does in practice, along four axes: simultaneous multi-fuel reporting, type change between capacity-register vintages, persistent misclassification without type change, and cross-product consistency between the per-unit and the aggregated series. Criteria were locked and checksummed before measurement, thresholds are derived from measured noise rather than chosen, and what did not survive is recorded: six claims are withdrawn, three of them from published versions of the datasets themselves. Across 2191 documents covering 199 generation units in three bidding zones where biomass co-firing is documented in a dated primary source, no unit carries two production types in the same document. One practical warning applies to every user of the hourly series: all of it carries curveType A03, a step curve in which a missing position means the previous value holds rather than that data are absent. A parser that sums only the points listed under-reports energy unevenly, by 22.6 percent for one Finnish unit in 2021.
Comments11 pages. Datasets: https://doi.org/10.5281/zenodo.22726238 and https://doi.org/10.5281/zenodo.22722721. Supplementary working documents: https://doi.org/10.5281/zenodo.22734405
