Dataset opportunity
Nordsol — 维护日志数据集机会
Nordsol 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
72.1
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
获取
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)
全球预测性维护市场 = 2025 年为 134 亿美元，复合年增长率为 23.2%。
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.
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
Profile
Dataset profile
Type
维护日志数据集
Modality
时间序列
Sector
工业
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
混合所有权 — 需明确许可权
Buyer persona
工业人工智能与维护优化供应商
Nordsol 持有一个宝贵的时间序列数据集，其中包含其先进 iLNG 工厂的工业 `maintenance_logs`、`iot_data` 和其他 `industrial_data`。这些数据捕获了真实的运行参数和设备事件，非常适合开发和验证高保真预测性维护模型，以预测复杂工业过程中的故障。
全球预测性维护市场是一个重要且快速扩张的领域，2025 年市场价值为134 亿美元，预计将以 23.2% 的复合年增长率增长。[1] 虽然访问此数据集需要进行谈判，因为数据所有权与 Shell 等合作伙伴共享，并且与专有技术专利相关，但这些复杂性凸显了数据的稀缺性和战略价值。获取此数据可在这一高增长的市场中提供独特的竞争优势。⚠ 尽职调查（有价值的数据，可协商访问）：数据所有权可能与 Shell、Renewi 和 Attero 等项目合作伙伴共享；工业过程数据与专有 iLNG 技术专利相关；来自国际站点（葡萄牙、英国、挪威）的运营数据可能涉及不同的当地法规。· 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据证实 Nordsol 拥有其独特的生物液化天然气生产工厂的专有时间序列数据，该工厂自 2021 年 10 月起投入运营。该数据集包括来自复杂集成工业过程的关键维护日志和物联网数据，为训练预测性维护算法提供了理想的真实情况。对于人工智能供应商来说，这是一个难得的机会，可以获取高价值的真实世界数据集，以占领全球预测性维护市场的一部分，该市场预计到 2025 年将达到 134 亿美元。
See dimension details ↓- Buyer Demand92
人工智能买家需求极高，市场预计将以 23.2% 的复合年增长率增长，因为公司越来越多地采用预测分析来降低运营成本和意外停机时间。[1]
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. - Dataset Specificity90
主要为“维护日志”，行业为工业，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
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. - Evidence Strength62
3 种证据类型，3 条证据
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 Orientation56
2 个数据需求信号（2 种类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高 — 专有数据超出已货币化的部分
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 Audit100
✓ 良好目标 — Nordsol 是一家荷兰中小型企业，开发和销售交钥匙式生物液化天然气生产装置，同时也运营和监控这些装置，使其成为一个主要目标，作为其核心技术业务的副产品，生成有价值的、休眠的运营和维护数据。[1, 3, 8, 13] 问题：数据所有权可能很复杂，因为它们与沼气生产商合作建设/运营装置；需要明确每个装置的运营数据归谁所有；该公司由 Shell Ventures 支持，这可能会影响其数据战略或独立性。[3, 10]
- Deep Qualification70
✓ 通过 — Nordsol 是一家生物液化天然气工厂技术供应商，可能拥有有价值的运营数据，但这些数据是在与 Shell、Attero 和 Renewi 等合作伙伴以合资企业形式运营的工厂中生成的，因此数据所有权混合，转售权非常复杂且不确定。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
这是来自活性生物液化天然气工厂的生产时间序列数据，提供实时的运行指标流，对建模系统性能和效率很有价值。
Industrial data
该证据描述了一个专有的集成工业过程，表明该数据集捕获了一个具有独特故障模式的复杂系统的行为，对于开发健壮且专业的 AI 解决方案非常有吸引力。
Maintenance logs
这些是专家主导的故障排除和维护干预记录，提供了训练和验证预测性维护模型所需的关键标记事件。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Nordsol Maintenance Logs — a Moderate maintenance logs dataset (Time Series modality) in the industrial domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance Market = $13.4 billion in 2025, CAGR 23.2% (source: vertexaisearch.cloud.google.com). Investment score 72.1/100 (confidence 0.49). Recommended action: Acquire.
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