运筹与管理 ›› 2022, Vol. 31 ›› Issue (12): 214-219.DOI: 10.12005/orms.2022.0409

• 管理科学 • 上一篇    下一篇

基于物联网的医用耗材智能屋管理系统

黄国兴1, 杨志鹏1, 陈良红2, 阮树杰2, 黄康1, 杨沁1, 孟冠军1, 丁曙光1   

  1. 1.合肥工业大学 机械工程学院,安徽 合肥 230009;
    2.太元生物科技有限公司,浙江 绍兴 312000
  • 收稿日期:2021-01-18 发布日期:2023-02-02
  • 作者简介:黄国兴,男,博士,硕士生导师,主要从事物联网技术,装备运维优化、决策科学与技术、振动控制与低噪声设计策等方面的研究工作。

Intelligent House Management System for Medical Consumables Based on the Internet of Things

HUANG Guo-xing1, YANG Zhi-peng1, CHEN Liang-hong2, RUAN Shu-jie2, HUANG Kang1, YANG Qin1, MENG Guan-jun1, DING Shu-guang1   

  1. 1. School of Mechanical Engineering, Hefei University of Technology, Hefei 320009, China;
    2. Taiyuan Biological Technology Co., Ltd, Shaoxing 312000, China
  • Received:2021-01-18 Published:2023-02-02

摘要: 针对医用高值耗材种类繁多、管理难度大的问题,为减少人力成本、提高医用高值耗材的智能化管理水平。本文提出了基于物联网的高值医用耗材智能屋的管理系统,介绍了智能屋的整体架构、系统功能、核心业务及流程设计,主要分为结构模块、RFID模块、数据库模块、控制系统模块四大模块,具体有用户管理、出入库管理、综合查询、预警管理四大业务,通过GM(1,1)模型对2022年全年高值医用耗材的月消耗量进行预测分析,并且检验得该预测模型的精度等级为一级,模型预测效果很好,能够为医院采购人员采购提供了一个参考,避免因过度的主观估计而造成的耗材浪费。该系统能够有效地提高医院对于高值医用耗材的管理水平,减少人力、物力和财力的消耗,为广大患者提供更加优质的医疗服务。本文所提的高值医用耗材智能屋管理系统解决了传统的高值医用耗材管理的诸多难题。

关键词: 物联网, 高值医用耗材, 耗材管理, RFID, 消耗量预测

Abstract: In order to reduce labor costs and improve the intelligent management level of medical high-value consumables, there are many types of medical high-value consumables and difficult management. This paper proposes a management system for the smart house of high-value medical consumables based on the Internet of Things, and introduces the overall architecture, system functions, core business and process design of the smart house. The large module includes four major businesses: user management, inbound and outbound management, inventory inventory, and expiration date warning. Through the GM(1,1)model, the monthly consumption of high-value medical consumables in 2022 is predicted and analyzed, and the inspection results are obtained. The accuracy level of the prediction model is level 1, and the model prediction effect is very good, which can provide a reference for hospital procurement personnel to purchase, and avoid the waste of consumables caused by excessive subjective estimation. The system can effectively improve the hospital’s management level of high-value medical consumables, reduce the consumption of manpower, material resources and financial resources, and provide more high-quality medical services for the majority of patients. The intelligent house management system of high-value medical consumables proposed in this paper solves many problems in the management of traditional high-value medical consumables.

Key words: internet of things, high-value medical consumables, consumables management, RFID, consumption forecast

中图分类号: