Kelmarsh Wind Farm Data (SCADA) 核心 · 已核验

atlas:kelmarsh-wind-farm-scada

This dataset contains: A kmz file for Kelmarsh wind farm in the UK (for opening in e.g. Google Earth) Static data including turbine coordinates and turbine details (rated power, rotor diameter, hub height, etc.) 10-minute SCADA and events data from the 6 Senvion MM92's at Kelmarsh wind farm, grouped by year from 2016 to mid-2021, which was extracted from our secondary SCADA system (Greenbyte). Note not all signals are available for the entire period Data mappings from primary SCADA to csv signal names Site substation/PMU meter data where available for the same period Site fiscal/grid meter data where available for the same period The dataset has been released by Cubico Sustainable Investments Ltd under a CC-BY-4.0 open data license and is provided as is. However, please provide any feedback you might have on the dataset and format of the data. I'll try and add or link to additional file formats that might be easier to work with (e.g. for use with specific analysis software), and update this dataset periodically (e.g. twice a year), but please prompt me as required. Feel free to use the data according to the license, however, it would be helpful to me if you could let me know where, how and why you are using the data, so that I can highlight this to the business (and renewables industry) and hopefully promote similar data sharing initiatives. I am particularly interested in performance analysis/improvement opportunities, how the dataset can be augmented with other (open) datasets, and sharing more generally within the renewables industry. If you would like to get access to other datasets we may hold (e.g. more recent data, data from our other sites, ~30s resolution data, etc.), please let me know, and, if you have any questions or want to discuss open data and this or other initiatives, please contact me and I will endeavour to help. I would like to thank Cubico's Senior Legal Advisor & Compliance Officer, IT Director, UK Asset Management Team, Executive Committe

落地页
https://zenodo.org/records/5841834
许可证
CC-BY-4.0 (判读置信:verified_official)
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。
发布年份
2022
发布方
Zenodo
设备类型
wind_turbine
PHM 任务
condition_monitoring anomaly_detection

传感器

sensor_type: otherobserved_property: othermounting_note: SCADA 遥测(风速/功率/温度/转速等 10 分钟统计)+状态与工单记录

运行工况

description: 运行风场连续采集(6×Senvion MM92),含停机/降载事件记录condition_type: otheris_varying: True
溯源(PROV,8 条)
source_citation: curation/dataset-shortlist-v0.yaml(manual(Zenodo,DOI 已核))retrieved_on: 2026-07-08asserted_by: automated_harvestnote: 由清单条目初始化的最小候选卡
about_field: description,publisher,publication_year,license_idsource_url: https://api.datacite.org/dois/10.5281/zenodo.5841834retrieved_on: 2026-07-08asserted_by: automated_harvestnote: DataCite REST 元数据回填;仅填空字段,人工值不覆盖
about_field: tasks,equipment_types,notessource_citation: facet-batch-05.yamlretrieved_on: 2026-07-08asserted_by: automated_extractionnote: 代理归纳刻面(依据:领域公知+Zenodo 记录);候选区,晋升需人工核验
about_field: sensors,operating_conditionssource_citation: facet-batch-06.yamlretrieved_on: 2026-07-08asserted_by: automated_extractionnote: 代理归纳刻面(依据:Zenodo 记录 5841834(2026-07-08 核读));候选区,晋升需人工核验
about_field: license_confidencesource_citation: 人工核验:zfbin(委托批准 2026-07-10)retrieved_on: 2026-07-10asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。license_confidence inferred→verified_official(自述明言 CC-BY-4.0 open data license)
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 07:KLS-012 系历史卡,逐卡逐断言对照自述核验(evidence/KLS-016/11)
about_field: license_idsource_citation: 人工核验:zfbin(三问拍板 2026-07-11)retrieved_on: 2026-07-11asserted_by: human_curatorconfidence_level: human_verifiednote: 人工改写。license 记法归一 cc-by-4.0 → CC-BY-4.0(SPDX 规范 id,ADR-25 清账①,2026-07-11 用户拍板;许可语义不变)
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