Optimal maintenance strategy on medical instruments used for haemodialysis process

Cher Ming Tang, Udit Narula, Luhua Lai, S. Pandey, Jung-Hua Tung, Chung-Yi Li
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引用次数: 3

Abstract

Haemodialysis machines are one of the important medical equipment which is used to treat renal failures and minimum downtimes are thus essential. Uninterrupted and constant use of these machines in hospitals worldwide makes them vulnerable to failures if not maintained properly. Consequently, the maintenance cost for dialysis machine is high. A method to implement a cost effective maintenance strategy is demonstrated in this work. Root Cause Based Maintenance (RCBM) strategy is employed at the component level to optimize the Reliability Based Maintenance schedules derived from the existing maintenance and failure data. In order to minimize the average cost of maintenance for Haemodialysis machines and ensure their high operational availability, a Cost-Model is derived, and Genetic Algorithm is employed for optimization in this work. The application of RCBM strategy results in cost saving of about 60% of the cost incurred using current maintenance scheme. Statistical and optimization calculations are performed using Reliasoft’s Weibull++ and MATLAB tools respectively.
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血液透析过程中医疗器械的最佳维护策略
血液透析机是用于治疗肾功能衰竭的重要医疗设备之一,因此最小的停机时间至关重要。这些机器在世界各地的医院中不间断和持续使用,如果维护不当,它们很容易发生故障。因此,透析机的维护成本很高。本文展示了一种实现具有成本效益的维护策略的方法。基于根本原因的维护(RCBM)策略在部件层面对基于可靠性的维护计划进行优化,该计划是基于现有的维护和故障数据得出的。为了使血液透析机的平均维护成本最小化,保证血液透析机的高运行可用性,推导了成本模型,并采用遗传算法进行优化。RCBM策略的应用使使用现有维护方案所产生的成本节省了约60%。统计计算和优化计算分别使用Reliasoft的Weibull++和MATLAB工具进行。
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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