摘要
阐述了神经网络技术在预测浆纱质量方面的应用情况,提出了利用神经网络预测浆纱质量的技术途径,介绍了神经网络的基本原理以及目前广泛应用于纺织领域中质量预测的BP算法,然后结合浆纱工艺以及BP算法流程图,在MATLAB6.5软件下通过编辑的方法,应用神经网络技术预测浆纱质量。
Condition of artificial neural network technology applied in forecasting sizing quality is introduced, and technology measures in using artificial neural network to forecasting sizing quality is proposed. Basic principle of artificial neural network technology and BP calculation which is applied in textile area for quality forecasting are introduced. Artificial neural network technology is applied to forecast sizing quality by combine sizing technology & BP calculation flow chart and programming in condition of MATLAB6.5 software.
出处
《棉纺织技术》
CAS
CSCD
北大核心
2005年第7期29-32,共4页
Cotton Textile Technology
关键词
神经网络
预测
浆纱
质量
BP算法
Artificial Neural Network Technology, Forecasting, Sizing, Quality, BP Calculation
