Dataset opportunity
Ethical Power — 维护日志数据集机会
由 Ethical Power 持有的中等维护日志数据集，可用于预测性维护和异常检测。
Score
67.1
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
49%
Action
收购
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
$$$ — 高人工智能买家需求
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Profile
Dataset profile
Type
维护日志数据集
Modality
时间序列
Sector
其他
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
混合所有权 — 许可权待明确
Buyer persona
工业人工智能和维护优化供应商
公共网络信号表明 Ethical Power（其他行业）持有一个维护日志数据集（时间序列）。通过 industrial_data、iot_data、maintenance_logs 等 5 个来源的证据检测到。主要证据：maintenance_logs。⚠ 尽职调查（有价值的数据，可协商访问）：数据所有权可能与第三方资产所有者共享用于托管项目；O&M 服务的运营数据可能需要特定客户同意才能二次使用；不同可再生能源技术（太阳能 vs BESS）之间的技术数据孤岛 · corporate：independent。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
证据证实 Ethical Power 持有一个全面的、专有的数据集，详细记录了大规模可再生能源资产的完整运营和维护生命周期。该时间序列数据集合，涵盖从故障报告到实时性能指标以及电池存储退化的数据，是工业人工智能供应商稀有且高价值的资产。它直接支持为快速增长的能源行业开发复杂的预测性维护模型，在该行业中优化资产正常运行时间和效率是一项关键且高风险的挑战。
See dimension details ↓- Dataset Specificity74
主要的 'maintenance_logs'，行业其他，3 种特定类型
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity82
专有领域数据
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume52
3 条证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式传输
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value84
适用于预测性维护
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand78
人工智能买家对预测性维护的需求
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility28
受限/未知
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility30
中等难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength62
3 种证据类型，3 条命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License36
所有权=混合，许可=权利不明确
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation22
0 数据胃口信号（0 类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高，5 条近期外部信号 — 超出已货币化数据的专有数据
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - ICP Audit92
✓ 好目标 — 绝佳目标：Ethical Power 是一家垂直整合的可再生能源公司，其核心业务是开发、建设和运营太阳能/BESS 项目，这些项目作为副产品产生了宝贵的维护和运营数据，但没有任何出售的迹象。问题：该公司已显著增长，拥有 300 多名员工，处于中小企业定义的上限。[2, 14]
- Deep Qualification90
✓ 通过 — 该目标是一家垂直整合的可再生能源服务提供商，使得“维护日志数据集”作为其广泛 O&M 活动的副产品具有高度可信度。然而，数据所有权复杂，可能在公司自有资产和管理下的客户资产之间混合，造成重大的许可障碍。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
press
- “<figure><div><img src="https://imgproxy.divecdn.com/80rh5LiPYFoIlpBrZ61jeimOi73oLu_upx0ID9Mrm30/g:ce/rs:fill:1600:900:1/Z3M6Ly9kaXZlc2l0ZS1zdG9yYWdlL2RpdmVpbWFnZS9HZXR0eUltYWdlcy0xNTQ2OTgwMTg5LmpwZw==.webp" /></div></figure><p>The Marigold Energy Center, about 45 miles south of Phoenix, would include 400 MW of battery storage, 600 MW of solar generation, up to 675 MW of gas generation and a new substation.</p>”
- “<figure><div><img src="https://imgproxy.divecdn.com/xJaMKWDWn2ivaZ2vYOShBDdK8TUAaOZEsrQpfWi53vc/g:ce/rs:fill:1600:900:1/Z3M6Ly9kaXZlc2l0ZS1zdG9yYWdlL2RpdmVpbWFnZS9LZW50dWNreV9jb2FsX3BsYW50LmpwZw==.webp" /></div></figure><p>The rise in emissions was linked to increased electricity generation and coal use, the U.S. Energy Information Administration said. </p>”
- “<p>La mobilisation des associations de protection de l’environnement et du maire d’Arles n’a pas dissuadé l’Etat. Par un arrêté publié le 16 juillet, il a officialisé l’exemption d’autorisation environnementale pour la ligne électrique à haute tension qui doit traverser la Camargue pour rejoindre Fos-sur-mer (Bouches-du-Rhône). La loi d’accélération de la production d’énergies renouvelables, votée en […]</p> <p>L’article <a href="https://www.greenunivers.com/2026/07/en-camargue-le-projet-electrique-a-haute-tension-avance-malgre-les-oppositions-430245/">En Camargue, le projet électr”
IoT / sensor data
该公司拥有来自其太阳能发电场的实时和历史物联网数据，提供精细的性能指标，对于将环境条件与能源生产效率相关联的模型至关重要。
Maintenance logs
该数据集包括详细的维护日志和故障报告，提供了人工智能供应商训练和验证预测性维护算法所需的关键地面实况故障数据。
Industrial data
持有者拥有来自电池储能系统（BESS）的专有运营数据，这是一个备受追捧的数据集，用于对组件退化进行建模和优化电网稳定性服务。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Ethical Power Maintenance Logs — a Moderate maintenance logs dataset (Time Series modality) in the other domain. Primary AI use-case: Predictive Maintenance. Market signal: $$$ — high AI buyer demand. Investment score 67.1/100 (confidence 0.49). Recommended action: Acquire.
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