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基于定性趋势与符号有向图的模型校核方法
引用本文:张贝克,许欣,高东,马昕,吴重光.基于定性趋势与符号有向图的模型校核方法[J].化工学报,2013,64(12):4536-4543.
作者姓名:张贝克  许欣  高东  马昕  吴重光
作者单位:北京化工大学信息科学与技术学院, 北京 100029
摘    要:模型校核的首要目标是建立一个完备的测试剧情集。针对现有模型校核方法存在的问题,提出了基于定性趋势与符号有向图的模型校核方法。首先,在总结前人多种SDG建模方法的基础上,提出了SDG校核模型的建模方法。其次,提出了基于定性趋势与符号有向图的模型校核方法,包括建立SDG校核模型、产生测试剧情、推理标准趋势序列、仿真模型数据趋势提取与识别和趋势对比分析5部分。最后,以TE模型为例进行分析,证明该方法的有效性。

关 键 词:模型校核  定性趋势  符号有向图  系统仿真  
收稿时间:2013-07-26
修稿时间:2013-08-06

Model verification based on qualitative trend and SDG
ZHANG Beike,XU Xin,GAO Dong,MA Xin,WU Chongguang.Model verification based on qualitative trend and SDG[J].Journal of Chemical Industry and Engineering(China),2013,64(12):4536-4543.
Authors:ZHANG Beike  XU Xin  GAO Dong  MA Xin  WU Chongguang
Affiliation:College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
Abstract:The primary objective of the model verification is to establish a comprehensive test scenario set.In order to solve the problems of current existed model verification methods,a model verification method based on qualitative trend and signed directed graph (SDG) is proposed in this paper.First of all,by summarizing various SDG modeling methods studied in previous research,a modeling method of the SDG verification model is proposed.Secondly,the model verification method based on qualitative trend and SDG is presented,including the establishment of SDG verification model,generation of test scenarios,reasoning of standard trend,extraction and identification of simulation model data trend,and comparison of qualitative trends.Finally,this paper takes Tennessee Eastman process as an example to prove the validity of the aforementioned method.
Keywords:model verification  qualitative trend  signed directed graph  system simulation  
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