人工智能在北方铁路口岸木材材积测量中的应用测试研究  

Research on the Alication of Atificial Intelligence in Timber Volume Measurement

作　　者：刘磊 左鹏 刘韬 张义 Liu Lei;Zuo Peng;Liu Tao(Manzhouli Customs,Manzhouli Inner Mongolia 021400;Haerbin customs,Haerbin Heilongjiang 150090)

机构地区：[1]满洲里海关,内蒙古满洲里021400 [2]哈尔滨海关,黑龙江哈尔滨150090 [3]不详

出　　处：《对外经贸》2024年第4期81-84,共4页FOREIGN ECONOMIC RELATIONS & TRADE

基　　金：海关总署科研项目(项目编号:2022HK107)。

摘　　要：随着深度学习的开放,人工智能在近几年得到了快速发展。满洲里海关运用人工智能技术升级改造了铁路口岸木材材积测量系统。此套系统在满洲里铁路口岸原有木材材积测量系统的基础上,引入人工智能技术,采用深度卷积神经网络,实现对木材材积智能、快速、准确识别。研究结果表明,人工智能技术在北方铁路口岸木材材积测量系统中具有广泛的应用前景,可有效降低人工误差及劳动强度,避免作业风险,为北方铁路口岸海关查验作业提质增效提供了科技装备创新的探索方向。With the opening of deep learning,artificial intelligence has been rapidly developed in recent years.Manzhouli Customs upgraded the timber volume measurement system at railway ports by using artificial intelligence technology.On the basis of the original timber volume measurement system of Manzhouli Railway Port,this system introduces artificial intelligence technology and uses deep convolutional neural network to realize intelligent,fast and accurate identification of timber volume.The results show that artificial intelligence technology has a wide application prospect in the timber volume measurement system of the northern railway port,which can effectively reduce the manual error and labor intensity,avoid the operation risk,and provide an exploration direction for the innovation of scientific and technological equipment for the quality and efficiency of the customs inspection operation of the northern railway port.

关 键 词：木材材积测量 人工智能 卷积神经网络 海关监管 

分 类 号：TP183[自动化与计算机技术—控制理论与控制工程]