1、 I 基于矢量空间线性分类的恒力弹簧质量检测装置设计 摘摘 要要 本设计的目的是采用线性分类的方法设计一个恒力弹簧质量检测装置。 线性分类技 术是近代信息处理领域中极为重要的技术， 其原理就是根据平面或者空间中点的某些特 征，用一条直线或者一个平面将这些点分成不同种类，进行相关运算以确定最优的那条 直线或者平面。恒力弹簧由于自身特殊构造，具有张力输出比较稳定的特点，它的应用 十分广泛，主要用于各种平衡装置以及各种要求恒力输出的装置，如升降平衡装置、电 机碳刷弹簧等。因此恒力弹簧的质量检测是极其重要的。 整个设计的方案主要从测量装置的非电量部件开始一直到数据传送到计算机， 控制 下位机工作的同时
2、也可以对传送来的数据进行精密的计算与分析。 设计中的难点主要在 于上位机软件方面，不但要正确无误的接受和控制下位机采集数据，而且要进行高精度 处理，线性分类在其中发挥了重大作用。本文中采用线性分类方法的优点是结构简单， 计算快速。 关键词：恒力弹簧，线性分类，数据采集 ,人机交互 II Design of Constant Spring Quality Testing Equipment Based on Classification of Linear Vector Space ABSTRACT Linear classification technology is in the field
3、 of modern information processing, the technology is very important. Linear classification is according to the points plane or some of the characteristics of space, with a straight line or a plane will these points into different kinds, undertake related calculation to determine the optimal the stra
4、ight line or plane. Hengli spring because of its special structure, has the characteristics of tension output relatively stable, it is mainly used for various balance device and various requirements hengli output devices, such as lifting balance device, electrical carbon brush spring etc. Can say is in production is widespread applications in the field. Therefore constant force spring quality testing is extremely important. This design mainly from measuring devices have been the non-electric qua
