医疗设备故障分析决策支持系统

Amira M. Osman, W. Al-Atabany, N. Saleh, Ayman M. El-Deib
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引用次数: 2

摘要

医疗设备管理提出了一系列复杂的问题,包括与维护过程有关的问题。在发展中国家,医院在医疗设备管理方面很少执行连贯的管理计划。最重大的挑战之一是区分需要维修和需要更换的医疗设备。因此,需要一个决策支持系统(DSS)来适当地管理这个陷阱。本文提出了一种多准则决策模型——层次分析法(AHP)来选择最优维修策略。参考文献综述和专家意见;一套标准被用来计算每件设备的临界分数。因此,根据评分对设备列表进行排序,并选择最优阈值来区分维护和更换需求。在对所提议的模型进行验证时,使用了位于多家公立医院的50种不同类型的医疗设备。结果表明,该模型能有效区分需要维修的设备和需要报废的设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decision Support System for Medical Equipment Failure Analysis
Medical equipment management raises a range of complex problems including those associated with maintenance process. In developing countries, hospitals rarely implement a coherent management plan in medical equipment management. One of the most significant challenges is to distinguish medical equipment that requires repair from those require replacement. Thus, a Decision Support System (DSS) is required to manage this pitfall properly. In this paper, a multi-criteria decision making model, Analytic Hierarchy Process (AHP) is presented to select an optimum maintenance strategy. With reference to literature review and experts' opinions; a set of criteria is employed to calculate a criticality score for each piece of equipment. Therefore, a list of equipment is ranked based on their scores and an optimum threshold is selected to differentiate between maintenance and replacement requirements. Fifty different types of medical equipment located in multiple public hospitals have been used in the validation of the proposed model. Results show that the proposed model can efficiently differentiate the equipment that requires repair and the others that needs to be scrapped.
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