电子、通信与自动控制

基于多传感器信息的状态推理辨识方法

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  • 1.河海大学 能源与电气学院, 江苏 南京 211100; 2.南京富岛信息工程有限公司, 江苏 南京 210061
叶彦斐(1974-),男,博士,讲师,主要从事油品调合技术、信息融合理论及综合自动化系统等研究.

收稿日期: 2013-10-15

  修回日期: 2013-12-09

  网络出版日期: 2014-02-19

基金资助

南京市科技计划项目(201304021);江苏省科技支撑计划项目(BE2012012);河海大学中央高校基本科研业务费专项资金资助项目(2009B19614)

Status Reasoning and Identifying Method Based on Multi- Sensor Information

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  • 1.College of Energy and Electrical Engineering,Hohai University,Nanjing 211100,Jiangsu,China;2.Richisland Information Technology Co.,Ltd,Nanjing 210061,Jiangsu,China
叶彦斐(1974-),男,博士,讲师,主要从事油品调合技术、信息融合理论及综合自动化系统等研究.

Received date: 2013-10-15

  Revised date: 2013-12-09

  Online published: 2014-02-19

Supported by

南京市科技计划项目(201304021);江苏省科技支撑计划项目(BE2012012);河海大学中央高校基本科研业务费专项资金资助项目(2009B19614)

摘要

为准确辨识原油管道调合过程的压力、液位等关键运行状态,文中提出了一种基于多传感器信息的状态推理辨识新方法.首先,根据传感器事先获得的物理量值与对应的实际运行状态, 建立相应的隶属度曲线;在此基础上,利用传感器实时采集当前物理量,获取各传感器对状态子集的基本概率分配;然后,根据各传感器信息的相关性对其进行修正、 排序及推理辨识;推理辨识过程中,对于焦元中的一致性部分采用乘性算子,对冲突部分在引起冲突的焦元间进行加性局部分配.实验结果表明,新的状态推理辨识方法可以充分利用原油管道调合过程多传感器的一致性或冲突性信息,提高状态辨识的收敛速度,减小误判率,降低决策风险,增强系统可靠性.

本文引用格式

叶彦斐 王柏林 张勇气 张晓军 . 基于多传感器信息的状态推理辨识方法[J]. 华南理工大学学报(自然科学版), 2014 , 42(3) : 35 -40 . DOI: 10.3969/j.issn.1000-565X.2014.03.006

Abstract

In order to accurately identify such key operation parameters as pressure and liquid level in the blendingprocess of crude oil pipelines,a new method of status reasoning and identifying based on multi- sensor information ispresented.In this method,first,according to the sensor values obtained previously and the actual correspondingoperation status,a membership degree curve is established,on the basis of which the current real- time physical va-lues are sampled by sensors,and the basic probability assignment of status subsets is obtained.Then,the modify-ing,ordering,reasoning and identification of evidence sources are carried out according to the correlation of sensorinformation.Moreover, multiplicative operator is utilized for the consistency of focus elements,and plus partial al-location is conducted for the conflict part among focus elements in the reasoning process.Experimental results indi-cate that the proposed method fully takes advantage of the multi- sensor consistency or conflict information in theblending process of crude oil pipelines.As a result,it helps increase the convergence speed,decrease the misjudg-ment rate,reduce the decision- making risk and enhance the system reliability of status identification.

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