Review in Maintenance Strategies for Haemodialysis Machine in Healthcare Facilities

D. Mutia, L. Mukhongo, P. Chemweno
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Abstract

Hemodialysis machines are critical medical equipment in healthcare facilities for renal replacement therapy in form of dialysis treatment on solving chronic kidney diseases in Sub Sahara Africa. It is a vital machine which acts as human kidney by incorporating electromechanical controlled extracorporeal blood paths that leverage pumps and semi permeable dialyzer membranes to filter the patient’s blood. The biggest challenge to the biomedical engineers in most African hospitals is to maintain the manufacturer’s safety and performance specification of the haemodialysis equipment. There is a need for effective maintenance strategy for haemodialysis medical equipment in order to maintain the manufacturer’s set specification to meet clinical expectations and hence improve its reliability. The overall goal of the research paper is therefore to analyze the influence of different maintenance strategies and subsequently improve on the reliability of hemodialysis equipment in healthcare institutions in Kenya. The research will prioritize hemodialysis machine as critical medical equipment and use comprehensive secondary data to review and analyze the strategic maintenance applied in health institutions to optimize the best and cost effective strategic maintenance for the hemodialysis medical equipment. The ant colony optimization (ACO) algorithms may be less expert reliant and avoid uncertainty and ambiguity to determine the best strategic maintenance management to manage hemodialysis medical equipment in the hospitals. The results will provide an opportunity to technical engineers to develop a predictive and intelligent management system in the hospitals to minimize or remove the Mean Downtime (MDT) and Mean time to repair (MTTR) for a failed hemodialysis machines and improve the reliability of the hemodialysis machine.
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医疗机构血液透析机维护策略综述
血液透析机是撒哈拉以南非洲地区以透析治疗形式进行肾脏替代疗法治疗慢性肾脏疾病的关键医疗设备。这是一个至关重要的机器,通过结合机电控制的体外血液路径,利用泵和半透性透析器膜来过滤病人的血液,从而起到人体肾脏的作用。大多数非洲医院的生物医学工程师面临的最大挑战是保持血液透析设备制造商的安全和性能规格。血液透析医疗设备需要有效的维护策略,以保持制造商的既定规格,以满足临床期望,从而提高其可靠性。因此,研究论文的总体目标是分析不同维护策略的影响,并随后提高肯尼亚医疗机构血液透析设备的可靠性。本研究将血液透析机作为关键医疗设备,并利用全面的二手数据对医疗机构中应用的策略维护进行审查和分析,以优化血液透析机医疗设备的最佳策略维护和成本效益。蚁群优化算法可以减少对专家的依赖,避免不确定性和模糊性,从而确定医院血液透析医疗设备的最佳维护管理策略。该研究结果将为技术工程师在医院开发预测性和智能管理系统提供机会,以最大限度地减少或消除故障血液透析机的平均停机时间(MDT)和平均修复时间(MTTR),并提高血液透析机的可靠性。
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