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Research on the Product form Image Design System Based on Kansei Engineering and Neural Network
Author: FanYueFei
Tutor: OuYangLinZiï¼›SuJianNing
School: Lanzhou University of Technology
Course: Mechanical Design and Theory
Keywords: Kansei Engineering Neural Networks Design Kansei image Computer-aided design
CLC: TP183
Type: Master's thesis
Year: 2011
Downloads: 89
Quote: 1
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Abstract
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Since the 1970s , with the development of the world economy and the people's living standards improve , people's consumption concept of great change , the product is no longer simply as a function carrier exists , more and more consumers begin to pay attention spiritual level products feel , such as identity, status , and personality . Therefore , the traditional technology - oriented product design methods can not meet the needs of users , consumer demand -oriented design method is becoming mainstream . Kansei engineering and neural network theory , this study is based on human perceptual image analysis of the use of engineering methods , with the unique non - linear characteristics of the neural network , the modeling and prediction . Then the application of computer-aided design technology , Solidworks secondary development , the establishment of product image design system throughout the product design is always the consumer 's emotional imagery , in order to design products that meet consumer imagery in the shortest possible time , to improve product competitiveness in the market . The paper first introduces the background of the era of consumer-oriented design concepts , this paper the research status and research purposes and significance of Kansei engineering and neural network theory , after the combined the goblets product design instance detailed discussion of the research process and methods : morphological analysis product modeling elements, obtained through a questionnaire survey the consumers of emotional imagery ; , more in line with the establishment and training of human emotion modeling of cognitive and neural network systems with pre- entered to obtain statistical results based on the SD questionnaire nonlinear correlation between the elements and sensual imagery , proven kansei image evaluation system established after the analysis ; Finally, the 3D design software (SolidWorks), and the application of computer-aided technology product image modeling design system .
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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory > Artificial Neural Networks and Computing
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