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A real-time food safety management system for receiving operations in distribution centers

机译:用于在配送中心接收操作的实时食品安全管理系统

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摘要

Food safety plan is being promoted in the food industry by the Hong Kong Government as a preliminary quality control tool. However, it appears to be a challenging task for Distribution Centers (DC) that handles food inventory since most of them are lack of knowledge and know how technology to manage information in a real time base. This paper proposes a Radio Frequency Identification based Food Operations Assignment System (RFID-FOAS) to help DC facilitates the food safety control activities in receiving areas by generating a proper safety plan. The system has adopted the Radio Frequency Identification (RFID) technology and the Case-Based Reasoning (CBR) technique to facilitate the inventory data-capturing process and assist in formulating decisions, respectively. The developed system aims to help reduce the difficulties in safety plan development using a knowledge-based expert system. The significance and contribution of RFID-FOAS in the context of managing the inventory quality in DC for safety plan development is demonstrated through the adoption of the system in a Hong Kong-based logistics company. The generated results show that the decision-making process of the safety plan development is facilitated. Moreover, the real-time data capturing nature of RFID technology has further improved the efficiency and timeframe requested for the actions. With the support of RFID-FOAS, the data capture system and the decision-making time is minimized. As a result, inventory quality and customer satisfaction level are significantly improved.
机译:香港政府正在食品行业中推广食品安全计划,作为初步的质量控制手段。但是,对于处理食品库存的配送中心(DC)来说,这似乎是一项艰巨的任务,因为它们中的大多数缺乏知识,并且不知道如何实时管理信息的技术。本文提出了一种基于射频识别的食品操作分配系统(RFID-FOAS),以帮助DC通过生成适当的安全计划来促进接收区域的食品安全控制活动。该系统采用了射频识别(RFID)技术和基于案例的推理(CBR)技术,以分别促进库存数据捕获过程和协助制定决策。开发的系统旨在使用基于知识的专家系统来帮助减少安全计划制定中的困难。通过在香港的一家物流公司中采用该系统,证明了RFID-FOAS在管理DC的库存质量对安全计划制定中的重要性和贡献。产生的结果表明,安全计划制定的决策过程得到了促进。而且,RFID技术的实时数据捕获特性进一步提高了行动所需的效率和时限。在RFID-FOAS的支持下,数据捕获系统和决策时间得以最小化。结果,库存质量和客户满意度大大提高。

著录项

  • 来源
    《Expert Systems with Application》 |2012年第3期|p.2532-2548|共17页
  • 作者单位

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hung Horn, Kowloon, Hong Kong;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    food safety; receiving operations; operating procedures; RFID; Case-Based Reasoning;

    机译:食品安全;接收操作;运营流程;RFID;基于案例的推理;

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