基于神经网络的球磨专家系统  

Neural Net-based Ball Mill Expert System

作　　者：毛益平[1] 卢胜英 陈炳辰[2] 

机构地区：[1]马鞍山矿山研究院 [2]东北大学

出　　处：《金属矿山》2000年第8期40-42,共3页Metal Mine

摘　　要：利用神经网络系统的学习、联想记忆、非线性并行分布处理功能 ,建立了基于神经网络的球磨专家系统的基本框架 ,同时提出知识表示、获取、推理的神经网络方法。在MATLAB环境下 ,用BP和RBF网络建立了球磨神经网络专家系统 ,该系统还解决了神经网络专家系统不能向用户提供解释工作过程的不足。The functions of learning,associative memory and non-linear distributed processing of neural net system were used to set up the basic frame of a neural net-based ball mill expert system and the neural net methods of knowledge presentation,acquicision and reasoning were designed.A neural net-based ball mill expert system was established using BP and RBF nets in a MATLAB environment,which has eliminated the drawback that neural net expert system can not provide the user with the interpretation of the work process.

关 键 词：神经网络 球磨专家系统 解释功能 BP网络 

分 类 号：TD453[矿业工程—矿山机电]