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TIBCO Software > 实例探究 > 使用数据集成来提高能源可持续性

使用数据集成来提高能源可持续性

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Biota Technology's Innovative Use of Data Integration for Energy Sustainability - IoT ONE Case Study
技术
  • 传感器 - 气体传感器
  • 传感器 - 电表
适用行业
  • 医疗保健和医院
  • 石油和天然气
适用功能
  • 产品研发
用例
  • 智慧城市供水管理
  • 泄漏与洪水监测
客户

生物群

关于客户

Biota提供基因组监测解决方案，可以提高投资回报率、增加运营利润并降低风险。它是工业基因组学的先驱，旨在将生物学商业化为数据业务。

挑战

Biota Technology 是工业基因组学的先驱，发现了一个颠覆性的商机：将医学和科学 DNA 测序和基因组学的创新应用于工业用途，特别是用于石油和天然气的地下勘探。

Biota 团队知道，率先将工业基因组学推向市场对于成功至关重要。他们的创新可能对客户大有裨益，尤其是面临提高资本效率和降低运营成本压力的能源公司，同时也面临着收集、跟踪和整合各种数据的挑战，而这是 Biota 擅长的。

然而，由于基因组和生物材料的复杂性，Biota 的基因组学愿景极难实现和扩展。微生物添加了描述油田流体运动特征所需的数据层，因此钻井人员可以知道地下的哪些层正在生产石油和天然气。 Biota 调查不同位置、深度和时间的地下微生物，并将它们组织成 DNA 标记。一个 Biota 样本有大约 20,000 个序列，描述了大约 100 个 DNA 标记。在实践中，Biota 存储和分类数十万个微生物数据点，然后分析数据，以便将其用于明智的业务决策。

为了成为第一家工业基因组公司，Biota Technology 需要一个全面的分析解决方案。该公司求助于 TIBCO Spotfire 分析，因为它具有广泛的功能，可以支持想要创建自定义分析和数据科学应用程序的合作伙伴和客户。

解决方案

使用 TIBCO Spotfire 分析，Biota 集成了多个数据源，可视化多方面的数据，并同步查询这些数据——提供一个井或一组井的单一工作流日志分析。

Spotfire 数据转换、数据关系和标记对于提供油井的整体视图至关重要。该软件将数据结构简化为直观的视觉效果并快速查询它们。然后，Biota 的工程师可以为客户提供日志和结论，以便他们做出决定。

借助 Spotfire 软件，Biota 推出了 Genesis AI，这是一个通过将多个数据源同步和分析到一个单一、干净的工作流程中来开发数字油田的平台。 Biota 的总流体贡献日志——准确评估地下深处的流体——是旗舰能力。 Genesis AI 结合了交叉引用的 DNA 数据、概率日志数据（基于存在的微生物、一个地区有水和石油的可能性）以及石油和天然气元数据，为客户提供地下的全面、实时叙述。结果带来了对发展进展和机遇的洞察力。

运营影响
  • The use of TIBCO Spotfire analytics and the launch of Genesis AI have transformed Biota Technology's operations. The company can now integrate multiple data sources, visualize complex data, and query this data synchronously, providing a single workflow log analysis of a well or group of wells. This has simplified the process of storing, categorizing, and analyzing hundreds of thousands of microbial data points. The company can now provide its customers with comprehensive, live narratives of the subsurface, bringing insight into development progress and opportunities. This has increased customer confidence and has positioned Biota as a pioneer in applying DNA sequencing and genomics to industrial use.
数量效益
  • Biota’s customers have saved millions in operating costs by improving development plans and using resources effectively.
  • Genesis AI, built on Spotfire software, has cumulatively saved customers $400 million in operating costs.
  • Biota has saved billions of gallons of water with data-generated insights made possible by TIBCO.
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