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Research on the Methods and Tool of Simulated Data Intelligent Analysis

Author: LiuYanZhen
Tutor: MaPing
School: Harbin Institute of Technology
Course: Control Science and Engineering
Keywords: Simulation System Model validation Data intelligence analysis
CLC: TP391.9
Type: Master's thesis
Year: 2009
Downloads: 40
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Abstract


Intelligent analysis method of simulation data for model validation services , the focus of research in the field of system simulation . Simulation data intelligence analysis is the use of expert system - based approach , the comprehensive utilization of simulation knowledge in the field of various types of data analysis methods and techniques for the analysis of simulation data . The intelligent simulation data analysis methods and tools , in-depth research and analysis for simulation data to provide a solution to the existing difficulties . First on the background and purpose of the subject , and analysis of the existing difficulties in the analysis of simulation data . Analysis of the simulation data analysis methods , tools and intelligent analysis method research status at home and abroad , and given the content of this research . Second , summed up the basic simulation data analysis methods , including the Static data analysis methods and dynamic data analysis methods . For the Static data analysis methods , the focus on the interval estimation method and hypothesis testing method to expand . Elaborated from the angle of the time-domain analysis and frequency domain analysis of dynamic data analysis methods . Design simulation data intelligent analysis framework , and a brief description of the various components of the framework . Third , the key technologies for intelligent analysis of the simulation data in-depth study , each case static data preprocessing methods and dynamic data preprocessing methods , design six data analysis process , given that they concrete steps , followed by discussion of the qualitative and quantitative evaluation of the views of the unified weight distribution and integrated approach , and apply these methods to the intelligent analysis of simulation data . Fourth , the use of \Fifth , on the basis of theoretical studies , intelligent simulation data analysis tools of design and implementation. The overall structure of the design of the tool , and a brief description of one of the key modules and implementation methods and key technologies . Intelligent tools , simulation data through application illustrates the effectiveness of the tools . Finally, a summary of this research work , the next step in the direction of the work .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Computer simulation
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