An Intelligent Validation System of Simulation Model

Author

Min, Fei-Yan ; Yang, Ming ; Wang, Zi-cai

Author_Institution

Control & Simulation Center, Harbin Inst. of Technol.

fYear

2006

fDate

13-16 Aug. 2006

Firstpage

1459

Lastpage

1464

Abstract

Validation of simulation models is concerned with fidelity of models. In this paper, we introduce an automatic intelligent validation system. This system becomes possible because of three knowledge bases: validation knowledge base (VKB) which is stored with validation relevant knowledge, decision knowledge base (DKB) for intelligent inference and decision, and validation techniques base (VTB) making up of general validation algorithms. By analysis the context of VKB, validation system decides the rational validation techniques and corresponding validation process for the validation purpose. In addition, we also discuss the acquisition of validation relevant knowledge

Keywords

decision making; digital simulation; inference mechanisms; knowledge acquisition; knowledge based systems; automatic intelligent validation system; decision knowledge base; intelligent decision; intelligent inference; knowledge acquisition; simulation model; validation knowledge base; validation technique base; Analytical models; Automatic control; Computational modeling; Computer simulation; Context modeling; Continuous time systems; Cybernetics; Decision making; Inference algorithms; Intelligent systems; Large-scale systems; Machine learning; Power system modeling; Problem-solving; Production; Statistical distributions; Intelligent validation; knowledge-based validation; simulation model;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics, 2006 International Conference on

Conference_Location

Dalian, China

Print_ISBN

1-4244-0061-9

Type

conf

DOI

10.1109/ICMLC.2006.258759

Filename

4028294