人工智能/机器学习

SiteCom:20 年发展历程,面向未来

在油气作业中,每一个决策都至关重要。二十多年来,SiteCom 一直是全球油井作业值得信赖的数字化骨干,助力提升洞察力、协作效率和作业效率。

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Kongsberg Digital 对 SiteCom 的长期投资体现了其清晰的战略:钻井、完井、干预、修井和封井作业在未来数年仍将至关重要。我们的职责是帮助管理风险、实现远程作业并优化上游活动。SiteCom 与我们更广泛的产品组合 Kognitwin、K-Spice 和 LedaFlow 相契合,共享智能体人工智能和跨领域可扩展基础设施等技术。

SiteCom 从创立之初就秉持厂商中立的原则,旨在成为油井作业数据的单一权威来源。它不仅是数据存储或可视化层,更能贯穿油井生命周期,提供丰富的知识和经验。如今,数千个作业和工作流程都依赖于 SiteCom,将不同学科、地域和时区的团队紧密连接起来。

在一个每个决策都具有运营和财务意义的行业中,及时获取数据驱动的洞察至关重要。

SiteCom 应用的强大功能
SiteCom 不仅仅是一款软件,更是一个强大的平台,能够解决实际运营中的各种挑战。用户群体涵盖了从深度数据分析专家到偶尔跟踪进度的用户。我们最新的应用,包括 SiteCom Live(取代了之前的 SiteCom Discovery),扩展了规划、实时决策、远程协作和经验总结等方面的功能。

SiteCom Live兼顾了配置性和灵活性,以及​​专业性和通用性需求。它通过以下方式赋能团队:

  • 标准化: 团队间一致的数据呈现方式可以减少误解和配置工作量。
  • 情境感知: 仪表盘、自动化 KPI 或历史视图突出显示最重要的内容。
  • 协作: 内置聊天、注释、报告和情境化讨论功能,有助于更好地理解过去的决策。
  • 灵活性: 通过图表、地图、表格等方式可视化实时和历史 WITSML 数据。
  • 分析: 内置、用户开发或第三方算法,可提供从 ECD 和 MSE 到避免卡管等各种见解。
  • 应用: 除了仪表盘之外,KPI 和数据质量等定制应用程序通过集成数据、工作流程和分析来快速实现价值。

用户将受益于 SiteCom 久经考验的后端、行业标准,现在更可获得更即时、更具互动性的体验。

成熟的平台,专为集成而打造
。信任是数据驱动型工作流程的核心。SiteCom 被构建为一个弹性、可扩展的后端,能够连接各种不同的系统和利益相关者。

核心价值观包括:

  • 厂商中立性:数据保持安全并处于运营商控制之下,同时支持第三方集成。
  • 数据聚合:跨钻井平台和供应商可靠地收集数据,延迟极低。
  • WITSML 的大规模应用:完全合规,v1.4.1.1 到 2.1 的无缝转换,以及新标准的顺利采用。
  • 数据治理:由全球记忆中心提供支持,确保强大的访问、质量和可追溯性。
  • 历史数据访问:强大的搜索和回放功能,可将过去的经验直接应用于规划。

SiteCom通过设计赋能人工智能,
是人工智能、机器学习和生命周期管理解决方案的基础,旨在帮助组织扩展洞察力。标准化至关重要;否则,管理成本的增长速度将超过价值的增长速度。

SiteCom 通过以下方式实现人工智能

  • 通过全球助记符规范传感器名称。
  • 数据预处理以实现高效的算法部署。
  • 低延迟和大规模历史数据支持。
  • WITSML 之外的API,用于开放式集成。

运营商可以自由选择采用人工智能的节奏,进行试验、扩展或逐步实现自主运行,同时确保数据安全。目前人工智能的应用案例包括防止管道堵塞、优化管道运行参数、用于自然语言查询的 SiteCom Copilot 以及智能监控程序。

未来发展方向:
SiteCom将继续根据行业需求进行规模化发展

  • 支持新标准,同时不中断运营。
  • 提高数据预处理可扩展性,以促进人工智能的应用。
  • 通过减轻行政负担,使见解更加普及。
  • 扩展 SiteCom Copilot 等工具和第三方集成。
  • 优化工作流程,让用户将更多时间用于解读,而不是搜索。

无论是保障数据安全、实现远程协作、从历史经验中汲取教训,还是优化日常运营,SiteCom 都能助您达成目标。凭借数十年的经验和强大的行业合作伙伴关系,Kongsberg Digital 是您持续改进的可靠伙伴。

借助 SiteCom Live,这种强大功能比以往任何时候都更容易获得。随着人工智能、自动化和自主化重塑上游运营,SiteCom 已为未来做好准备。

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原文链接/JPT
AI/machine learning

SiteCom: 20 Years of Development, Built for What’s Next

In oil and gas operations, every decision counts. For more than 2 decades, SiteCom has been the trusted digital backbone for well operations worldwide, driving insight, collaboration, and efficiency.

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Kongsberg Digital’s long-term investment in SiteCom reflects a clear strategy: drilling, completions, interventions, workovers, and P&A will remain essential for years to come. Our role is to help manage risk, enable remote operations, and optimize upstream activities. SiteCom aligns with our wider portfolio, Kognitwin, K-Spice, and LedaFlow, sharing technologies such as agentic AI and scalable infrastructure across domains.

From the start, SiteCom has been vendor-neutral and designed as a single source of truth for well operations data. More than a data store or visualization layer, it delivers knowledge and learnings across the well life cycle. Today, thousands of operations and workflows rely on SiteCom, unifying teams across disciplines, geographies, and time zones.

In an industry where every decision carries operational and financial significance, timely access to data-driven insights is essential.

The Power of SiteCom’s Applications
SiteCom is not just software, but a robust platform that solves real operational challenges. Users range from specialists working intensively with data to occasional users tracking progress. Our latest applications, including SiteCom Live (replacing the legacy SiteCom Discovery), extend capabilities across planning, real-time decision making, remote collaboration, and lessons learnt.

SiteCom Live balances configuration with flexibility and expert with generalist needs. It empowers teams through:

  • Standardization: Consistent data presentation across teams reduces misinterpretation and configuration effort.
  • Contextual awareness: Dashboards, automated KPIs, or historical views highlight what matters most.
  • Collaboration: Built-in chat, annotations, reporting, and contextualized discussions enable better understanding of past decisions.
  • Flexibility: Real-time and historical WITSML data visualized via plots, maps, tables, and more.
  • Analytics: Built-in, user-developed, or third-party algorithms for insights ranging from ECD and MSE to stuck-pipe avoidance.
  • Applications: Beyond dashboards, tailored apps like KPI and Data Quality fast-track value by integrating data, workflows, and analytics.

Users benefit from SiteCom’s proven backend, industry standards, now paired with a more immediate, interactive experience.

Proven Platform, Purpose-Built for Integration
Trust is central to data-driven workflows. SiteCom was built as a resilient, scalable backend, capable of connecting diverse systems and stakeholders.

Key values include:

  • Vendor neutrality: Data remains secure and under operator control while enabling third-party integration.
  • Data aggregation: Reliable collection across rigs and providers with minimal latency.
  • WITSML at scale: Full compliance, seamless v1.4.1.1–v2.1 conversion, and smooth adoption of new standards.
  • Data governance: Robust access, quality, and traceability supported by the Global Mnemonics Hub.
  • Historical access: Powerful search and replay capabilities to apply past lessons directly in planning.

Enabling AI by Design
SiteCom is a foundation for AI, ML, and LLM solutions, designed to scale insights across organizations. Standardization is critical; without it, administrative overhead grows faster than value.

SiteCom enables AI through

  • Standardizing sensor names via Global Mnemonics.
  • Data preprocessing for efficient algorithm deployment.
  • Low-latency and historical data support at scale.
  • APIs beyond WITSML for open integration.

Operators retain freedom to adopt AI at their own pace, experimenting, scaling, or moving toward autonomy, while keeping data secure. Current AI-powered use cases include stuck-pipe prevention, ROP optimization, SiteCom Copilot for natural language queries, and agentic AI-monitoring routines.

The Road Ahead
SiteCom will continue to scale with industry needs by

  • Supporting new standards without disrupting operations.
  • Increasing data preprocessing scalability for AI adoption.
  • Democratizing insights by reducing administrative burden.
  • Expanding tools such as SiteCom Copilot and third-party integrations.
  • Enhancing workflows so users spend more time interpreting, not searching.

Whether securing data, enabling remote collaboration, learning from history, or optimizing ongoing operations, SiteCom is well placed to support your goals. With decades of experience and strong industry partnerships, Kongsberg Digital is a trusted ally in continuous improvement.

With SiteCom Live, this power is more accessible than ever. And as AI, automation, and autonomy reshape upstream operations, SiteCom is already built for what’s next.

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