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Automatic signal processing-based learning in process plants, systems and methods for providing big database learning in process plants, systems for automatically implementing big database learning in process plants

机译:基于自动信号处理的过程工厂,系统和方法,用于在过程工厂提供大数据库学习的系统和方法,用于自动在过程工厂中实现大数据库学习的系统

摘要

PROBLEM TO BE SOLVED: To disclose technologies for automatically or autonomously performing signal processing-based learning in a process plant.SOLUTION: Generally, technologies automatically or autonomously perform signal processing to a real-time signal generated based on the process plant controlling a process. Typically, the signal corresponds to a parameter value that varies over time, and the signal is processed when the signal is generated in real-time during on-line plant operations. Results of the signal processing may indicate characteristics of the signal, and one or more analysis functions can determine sources of characteristics, which include a process element or device, a piece of equipment and/or an asset of the process plant that is upstream of the source of the signal within the process. An autonomous signal processor is integrated with a process control device and/or a big data node of the process plant, or included in the process control device and/or the big data node.SELECTED DRAWING: Figure 2
机译:要解决的问题:揭示用于在过程工厂中自动或自主地执行基于信号处理的学习的技术。策略:通常,技术自动或自动执行基于控制过程生成的实时信号的信号处理。通常,信号对应于随时间变化的参数值,并且当在线工厂操作期间实时生成信号时处理信号。信号处理的结果可以指示信号的特性,并且一个或多个分析功能可以确定特性源,其包括过程元件或设备,一件设备和/或过程植物的上游的资产。过程中信号的来源。自主信号处理器与过程控制设备和/或过程工厂的大数据节点集成,或者包括在过程控制设备和/或大数据节点中。选择图:图2

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