铁道技术监督2024,Vol.52Issue(9) :39-43.

铁路场站集装箱箱号识别系统存在的问题及其对策

周立坤 李怀胜 马翔 南海斌 李鹏
铁道技术监督2024,Vol.52Issue(9) :39-43.

铁路场站集装箱箱号识别系统存在的问题及其对策

周立坤 1李怀胜 2马翔 3南海斌 4李鹏3
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作者信息

  • 1. 中国铁路哈尔滨局集团有限公司货运部,黑龙江 哈尔滨 150001
  • 2. 中国铁路哈尔滨局集团有限公司质量技术监督所,黑龙江 哈尔滨 150006
  • 3. 北京华横科技有限公司,北京 100081
  • 4. 中铁程科技有限责任公司,北京 100081
  • 折叠

摘要

以中国铁路呼和浩特局集团有限公司沙良物流园为例,在分析铁路场站集装箱箱号识别系统存在的硬件问题、软件算法缺陷、数据传输错误和丢失图片无法存储,以及外部环境恶劣和集装箱表面污损等的基础上,提出优化升级硬件设备、改进识别算法、优化数据传输协议与存储机制,以及增强算法对环境变化的鲁棒性等应对外部干扰的对策.实践证明,采用这些对策后,集装箱箱号识别系统的识别准确率和运行稳定性得到显著提升,为铁路场站集装箱高效、精准管理提供了坚实技术支撑.

Abstract

Taking Shaliang Logistics Park of China Railway Hohhot Group Co.,Ltd.as an example,the paper pro-poses countermeasures to cope with external interference,such as optimizing and upgrading hardware equipment,im-proving recognition algorithms,optimizing data transmission protocols and storage mechanisms,and enhancing the ro-bustness of algorithms to environmental changes on the basis of analyzing the hardware problems,software algorithm defects,data transmission errors,inability to store due to image loss,as well as the harsh external environment and container surface contamination of container number recognition system in the railway yard and station.Practice has proven that after adopting these countermeasures,the recognition accuracy rate and operational stability of the con-tainer number recognition system have been significantly improved,which can provide solid technical support for effi-cient and precise management of containers in the railway yard and station.

关键词

铁路场站/集装箱箱号识别系统/准确率/对策

Key words

Railway Yard and Station/Container Number Recognition System/Accuracy Rate/Countermeasure

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出版年

2024
铁道技术监督
铁道科学研究院

铁道技术监督

影响因子:0.244
ISSN:1006-9178
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