An Adaptive Design for Six Sigma（ ADFSS ） ： a Simulated Annealing and Regression Analysis Embedded Approach

Design for six sigma (DFSS) is a powerful approach of designing products,processes,and services with the objective of meeting the needs of customers in a cost-effective manner.DFSS activities are class...     

Generalized Reactive Manufacturing System

Generalized reactive manufacturing system named GRMS is introduced. GRMS is a human-centered system based on Multi-agent. Its management and control organization is made up of three types of agents named device agent, task agent and shop-floor agent. GRMS adopts a top-down and bottom-up competition and cooperation strategy based on the dynamic sifter and funnel . To constrain the behavior of agents, a reward and penalty policy is introduced into the system and the closed-loop adjustment of GRMS is realized through such policy. Agents for the same task should be cooperated with each other and agents for different tasks should compete for survival in the dynamic changing environment. A distributed-hierarchical architecture with three levels of master-slave relationships among agents are proposed. Self-propelled process planning is also discussed. In order to evaluate GRMS, a time-driven simulation system-GRMOSS is developed to check the physical consistency of GRMS.     

基于RL&SM通用夹具系统的主动寻位技术及其实现方法

介绍了RL&SM通用夹具的寻位系统 ,描述了主动寻位与制造信息转换问题 ,提出和实现了相应的控制方法及其系统实现中的关键技术。理论分析与实验结果表明 ,提出的解决方法和技术是可行的 ,为RL&SM通用夹具系统的实际应用奠定了理论基础和技术支持     

Yarn Properties Prediction Based on Machine Learning Method

Although many works have been done to constructprediction models on yarn processing quality, the relationbetween spinning variables and yam properties has not beenestablished conclusively so far. Support vector machines(SVMs), based on statistical learning theory, are gainingapplications in the areas of machine learning and patternrecognition because of the high accuracy and goodgeneralization capability. This study briefly introduces theSVM regression algorithms, and presents the SVM basedsystem architecture for predicting yam properties. Model.selection which amounts to search in hyper-parameter spaceis performed for study of suitable parameters with grid-research method. Experimental results have been comparedwith those of artificial neural network(ANN) models. Theinvestigation indicates that in the small data sets and real-life production, SVM models are capable of remaining thestability of predictive accuracy, and more suitable for noisyand dynamic spinning process.     

状态记忆夹具中的填料实验与状态成型系统的研制

概述了快速寻住与状态记忆(RL&SM)通用夹具的基本原理及其主要组成,在对不同合金及其配比的填料所进行的切削性能和硬度及其毛坯漂移等相关工程实验的基础上,提出了支持RI&SM通用夹具工程应用的状态成型系统。该系统由低温烘箱和井式熔炉复合而成,并可通过控制系统单独或集成控制烘箱和熔炉的状态。     

基于竞争协调机制的广义随机制造系统模型

提出了一种新的面向客户订单的制造系统模型——广义随机制造系统GRMS(Generated Random Manufacturing System)模型。通过采用奖惩机制、竞争机制和协调分布式控制,改善系统的敏捷性。文章阐述了广义随机制造系统的概念,分析了系统的组成结构和基本原理,讨论了系统的运行机制及其意义。     

基于Windows环境的CAPP开发工具——CAPPTS

成组技术和计算机技术相结合为工艺设计领域带来了勃勃生机,八十年代后期CAPP技术的研究和CAPP系统的开发在我国形成“热点”,但是传统开发CAPP系统时,往往忽略事物的共性问题,而把注意力集中在解决针对性很强的具体问题上。这样,CAPP系统不仅缺乏可移植性,而且自适应性亦差,严重影响了CAPP的实用性和应用普遍性。为此,本文作者研制了一个基于Windows环境的CAPP开发工具,以适应快速而不可估计的变化,例如:产品对象,制造环境和生产技术等。本文强调了研制CAPP开发工具的重要意义,讨论了CAPPTS的总体设计方案,重点介绍了系统的构造需求,基本功能和应用特点。     

三维服装计算机辅助设计的曲面逼近和消隐

本文介绍了三维服装 CAD 系统 GCAD-2中的人体曲面逼近和曲面消隐等的处理方法。三维服装 CAD 系统中的人体曲面模型是三维服装造型的基础,也是二维原型服装的依据。作者按照计算机辅助服装设计的基本要求,根据人体测量系统输入的数据,提出一种在最小二乘意义上的人体曲面逼近方法。采用这种方法,构造的人体曲面模型计算量小,可以方便地进行修改、控制和进行隐面处理和浓淡处理等。     

基于动态制造资源数据库的工艺设计模型研究

构造了“基于动态制造资源数据库的自动工艺设计模型”，并进行了有益的研究与实践，讨论了适合计算机求解的工艺设计一般方法，介绍了动态制造资源数据库的构成，阐述了以制造资源为动态导向，实现工艺设计自动化的意义及方法。