Journal of South China University of Technology(Natural Science) >
Status Reasoning and Identifying Method Based on Multi- Sensor Information
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)
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.
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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