|Table of Contents|

Mathematical knowledge management method based on neutral model representation

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2014年03期
Page:
342-
Research Field:
Publishing date:

Info

Title:
Mathematical knowledge management method based on neutral model representation
Author(s):
Rong Gang1Xiao Jun2Hu Yunping2Feng Yiping1
1.State Key Laboratory of Industrial Control Technology; 2.Institute of CyberSystem and Control,Zhejiang University,Hangzhou 310027,China
Keywords:
model representationmathematical knowledge managementpetrochemical enterprisessoftware upgradationontological mathematical modeling knowledge managementmodel descriptionmodel
PACS:
TP182
DOI:
-
Abstract:
In order to manage the mathematical knowledge of petrochemical enterprises effectively and avoid wasting human resources and time on software upgradation,a novel mathematical knowledge management method is proposed here.The ontological mathematical modeling knowledge management(OntoMODEL)is improved by a neutral model representation separating the model description and solution.Then,the neutral model representation is mapped to a solvable model representation and calculated by a corresponding solver.Two cases of petrochemical enterprises are designed and converted to solvable model representations,which prove the effectiveness of this method.Compared with the OntoMODEL,the method proposed here supports more formats of mathematical knowledge representations and reduces the dependence of mathematical knowledge management on solving software.

References:

[1]Farmer W M.MKM:A new interdisciplinary field of research[J].ACM SIGSAM Bulletin,2004,38(2):47-52.
[2]Bogusch R,Marquardt W.A formal representation of process model equations[J].Computers & Chemical Engineering,1997,21(10):1105-1115.
[3]Bogusch R,Lohmann B,Marquardt W.Computeraided process modeling with ModKit[J].Computers & Chemical Engineering,2001,25(7-8):963-995.
[4]Belaud J,Pons M.Open software architecture for process simulation:The current status of CAPEOPEN standard[J].Computer Aided Chemical Engineering,2002,10:847-852.
[5]Suresh P,Hsu S,Akkisetty P,et al.OntoMODEL:Ontological mathematical modeling knowledge management in pharmaceutical product development,1:Conceptual framework[J].Industrial & Engineering Chemistry Research,2010,49(17):7758-7767.
[6]Suresh P,Hsu S,Reklaitis G V,et al.OntoMODEL:Ontological mathematical modeling knowledge management in pharmaceutical product development,2:Applications[J].Industrial & Engineering Chemistry Research,2010,49(17):7768-7781.
[7]于德介,周安美,郭建文.基于本体的故障诊断知识管理系统研究[J].湖南大学学报(自然科学版),2011,38(5):34-39.
Yu Dejie,Zhou Anmei,Guo Jianwen.Research on fault diagnosis knowledge management system based on ontology[J].Journal of Hunan University(Natural Sciences),2011,38(5):34-39.
[8]刘晓冰,邱立鹏,王万雷.知识管理在备件供应流程中的应用与研究[J].计算机集成制造系统,2007,13(12):2473-2478,2491.
Liu Xiaobing,Qiu Lipeng,Wang Wanlei.Knowledge management on spare parts supply process[J].Computer Integrated Manufacturing Systems,2007,13(12):2473-2478,2491.
[9]Biegler L T,Grossmann I E.Retrospective on optimization[J].Computers & Chemical Engineering,2004,28(8):1169-1192.
[10]Grossmann I E,Biegler L T.Part Ⅱ.Future perspective on optimization[J].Computers & Chemical Engineering,2004,28(8):1193-1218.
[11]冯毅萍,荣冈.流程工业MES体系结构及模型设计[J].化工自动化及仪表,2006,33(1):1-5.
Feng Yiping,Rong Gang.Research on MES architecture and modeling for process industry[J].Control and Instruments in Chemical Industry,2006,33(1):1-5.
[12]赵耀华.供应链上一种供方-需求方综合采购模型[J].南京理工大学学报,2002,26(1):105-108.
Zhao Yaohua.A supplydemand integrated material purchasing model in supplychain system[J].Journal of Nanjing University of Science and Technology,2002,26(1):105-108.
[13]Smith M K,Welty C,McGuinness D L.OWL web ontology language guide[EB/OL].http://www.w3.org/TR/owl-guide/,2004-02-04.
[14]Buswell S,Devitt S,Diaz A,et al.Mathematical markup language(MathML)1.01 specification[EB/OL].http://www.w3.org/TR/REC-MathML/,1999-07-07.
[15]Horridge M,Jupp S,Moulton G,et al.A practical guide to building OWL ontologies using Protégé 4 and COODE tools[R].Manchester,UK:The University of Manchester,2004.
[16]Zeigler B P,Praehofer H,Kim T G.Theory of modeling and simulation:Integrating discrete event and continuous complex dynamic systems[M].2nd ed.London,UK:Academic Press,2000.
[17]Wainer G.CD++:A toolkit to develop DEVS models[J].SoftwarePractice & Experience,2002,32(13):1261-1306.
[18]郑丽钰.基于DEVS的石化多层次物流模型建模和仿真研究[D].杭州:浙江大学控制科学与控制工程学系,2008.
[19]Rolandi P A,Romagnoli J A.Integrated modelcentric framework for support of manufacturing operations.Part I:The framework[J].Computers & Chemical Engineering,2010,34(1):17-35.

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Last Update: 2014-06-30