基于神经网络的平行折线卷筒智能设计

Based on Neural Network Intellective Design Research on the Parallel Broken Line Reel

针对大扬程、大起重量、多层卷绕起重机平行折线卷筒的设计计算的复杂与繁琐,提出引入改进BP神经网络的方法进行智能设计,在经过网络拓扑结构设计,学习样本的获取、处理等过程后,采用改进BP神经网络学习算法,成功的实现了平行折线卷筒的智能设计。

Because of the complicated design calculation in accordance with many layers of the parallel broken line reel winding up in the big lift and heavy load hoist, this article puts forward leading the method to improve BP＇s neural network to carry on intellect designing, after designing the network topology, and learning courses such as the procuring of sample and processing , etc , adopts improving BP＇s neural network study algorithm, realizes successfully intellective designing of the parallel broken line reel.