| 基于神经网络和模糊逻辑的加工误差源诊断系统 |
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| 引用本文： | 陈康宁,林志航.基于神经网络和模糊逻辑的加工误差源诊断系统[J].西安交通大学学报,1995,29(7):60-66. |
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| 作者姓名： | 陈康宁 林志航 |
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| 基金项目： | 国家自然科学基金,博士点基金 |
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| 摘 要： | 文章介绍了采用多层诊断方法和加工质量智能分析和诊断系统。此系统采用神经网络、基于规则的ＡＣＦＥ集和模糊推理来诊断误差源；系统建立了产品模型、加工过程模型、加工环境模型和检测模型；并采用面向对象的方法来组织信息；最后系统用箱体类零件在Ｔ１０加工中心加工进行了验证。
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| 关 键 词： | 诊断系统 误差源 神经网络 模糊推理 机械加工 |
NEURAL NETWORK AND FUZZY LOGIC BASED DIAGNOSTIC SYSTEM FOR MACHINING ERROR CAUSES |
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| Chen Kangning,Lin Zhihang,Yang Hongpeng.NEURAL NETWORK AND FUZZY LOGIC BASED DIAGNOSTIC SYSTEM FOR MACHINING ERROR CAUSES[J].Journal of Xi'an Jiaotong University,1995,29(7):60-66. |
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| Authors: | Chen Kangning Lin Zhihang Yang Hongpeng |
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| Institution: | School of mechanical Engincering |
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| Abstract: | This paper describes an intelligent analyses and diagnosis system for machining qualitywith multi-layered diagnosis approach. Neural network,ACFE set based on rules and thefuzzy inference are used to diagnose the error sources,The product model,the machining pro-cess model, the machining environment model and the measured model are established.Ob-ject-oriented technique is used to organize the information. Finally,the system is verified withbox-type part. |
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| Keywords: | diagnosis system error sources neural network fuzzy inference |
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