Scalable analytics architecture for automation control systems

A layered industrial analytics architecture enables the flow of information from intelligent assets into tools and engines that perform analytics and enable decision-making in substantially real-time. The analytics architecture comprises analytic nodes that are distributed across multiple layers of an industrial enterprise, and includes system features that optimize movement of data across this layered architecture. Each analytic node includes base architectural constructs that host various analytic, data acquisition, and storage elements. These base constructs can operate autonomously, or in conjunction with other instances of base constructs or other elements of the control system. The system design uses a multi-platform compatible implementation that allows the base elements to be deployed on various different computing platforms. 本发明公开了用于处理工业数据的分析节点设备、方法及非暂态计算机可读介质。分层工业分析架构实现信息从智能资产基本上实时地流动到执行分析并实现决策制定的工具和引擎。分析架构包括分布在工业企业的多个层上的分析节点，并且包括对数据在该分层架构上的移动进行优化的系统部件。每个分析节点包括托管各种分析元件、数据采集元件和存储元件的基本架构构造。这些基本构造可以自主地