Mobile Applications Integrated to Modeling and Simulation: An Accessible Tool for Strategic Stock Management of Clinical Supplies

Adalberto Valadares Lourenço Pereira
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引用次数: 2

Abstract

In COVID-19 times, expenditures and investments on health clinics must be rigorously evaluated so that there are no excesses and shortages. Thus, a structure that integrates some of the most used technologies today, such as: mobile applications, cloud computing, data analytics, modeling and simulation to discrete events; is presented in this paper as an accessible tool for health clinics. Real data from six months of analysis in a medium-sized health clinic situated at a university in Belo Horizonte, guided the demand, design, implementation and testing of the developed tool. As results, the following items were obtained: a mobile application for inventory management, with authentication control (of teachers, students and others involved) and access levels; a cloud computing structure for data consolidation and feasibility for data analytics; and a modeling and simulation structure, based on stochastically timed Petri nets (STPN) for the evaluation of continuous or fixed supply replenishment contracts. As contributions, this solution includes: consolidation of input stock data; smart spending management; in addition to the ability to simulate scenarios to assess the effects of contracting replenishment of inputs in the health area. Questions like: what is the best form of replacement contract? is it better to buy an entire stock or stipulate continuous replenishment? These and other questions can be answered by the simulator developed via STPN helping clinics and hospitals of different sizes on the management of their supplies.
集成到建模和仿真的移动应用程序:临床用品战略库存管理的可访问工具
在2019冠状病毒病时期,必须严格评估卫生诊所的支出和投资,以避免出现超支和短缺。因此,一个集成了当今一些最常用技术的结构,例如:移动应用程序,云计算,数据分析,建模和模拟离散事件;是在本文中提出的卫生诊所的一个可访问的工具。在贝洛奥里藏特一所大学的一家中型诊所进行的为期六个月的真实数据分析指导了所开发工具的需求、设计、实施和测试。结果,获得了以下项目:库存管理的移动应用程序,具有(教师,学生和其他相关人员)身份验证控制和访问级别;数据整合的云计算结构和数据分析的可行性;以及基于随机定时Petri网(STPN)的建模和仿真结构,用于评估连续或固定的补给合同。作为贡献,该解决方案包括:整合输入库存数据;明智的支出管理;除了能够模拟各种情景,以评估订约补充保健领域投入的影响。比如:替换合同的最佳形式是什么?购买全部库存还是规定持续补充?通过STPN开发的模拟器可以回答这些和其他问题,帮助不同规模的诊所和医院管理其供应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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