计算机集成制造系统 ›› 2016, Vol. 22 ›› Issue (第5期): 1324-1329.DOI: 10.13196/j.cims.2016.05.019

• 产品创新开发技术 • 上一篇    下一篇

流程工业系统信息质量关键控制点的确定方法

高智勇,郭城+,高建民   

  1. 西安交通大学机械制造系统工程国家重点实验室
  • 出版日期:2016-05-31 发布日期:2016-05-31

Determination method for key points of information quality control in process industry system

  • Online:2016-05-31 Published:2016-05-31

摘要: 为了从海量的集散控制系统信息中挖掘出系统中的关键信息节点,以对流程工业生产中基于系统固有耦合约束关系的信息质量进行评价和控制,避免发生严重的生产安全事故,基于流程工业分布式复杂制造系统的特点,提出一种分布式PageRank算法,用以确定流程工业系统信息质量关键控制点,在保证精度的同时降低了算法的复杂度,通过实际企业案例验证了方法的有效性和可行性。

关键词: 流程工业系统, 信息质量, 耦合约束关系, 分布式PageRank算法

Abstract: To mine the key information points from the massive information of distributed control system for evaluating and controlling the information quality based on inherent coupling constraint relationship of process industry,a distributed PageRank algorithm was proposed combined with the characteristics of complex manufacturing systems,which could guarantee the accuracy and reduce the algorithm complexity at the same time.An actual enterprises case was provided to validate the effectiveness and feasibility of the proposed algorithm.

Key words: process industry system, information quality, coupling constraint relationship, distributed PageRank algorithm

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