Electronics, Communication & Automation Technology

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)

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.

Cite this article

Ye Yan- fei Wang Bo- lin Zhang Yong- qi Zhang Xiao- jun . Status Reasoning and Identifying Method Based on Multi- Sensor Information[J]. Journal of South China University of Technology(Natural Science), 2014 , 42(3) : 35 -40 . DOI: 10.3969/j.issn.1000-565X.2014.03.006

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