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Systemic Fluid Balance Control in Hemodialysis Machines with ANFIS

机译:使用ANFIS的血液透析机中的系统性流体平衡控制

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Hemodialysis machines are essential in improving life quality of patients with chronic kidney disease and improving hospital outcome in case of acute kidney injury. Maintaining and regulating patient fluid balance is a crucial problem amongst other control problems. Although, the fluid balance control is solved in these machines, there is no documented evidence of solutions, which targets the fluid balance of the patient directly on systemic level. This paper describes a systemic control method with MIMO ANFIS control, where the main target is to provide strict control of peristaltic pumps while the control algorithm fulfills not only pump related requirement but also satisfies the highest fluid balance related expectations. During the research, the practical applicability was being kept in focus.
机译:血液透析机对于改善慢性肾脏病患者的生活质量以及在急性肾脏损伤的情况下改善医院的结局至关重要。在其他控制问题中,维持和调节患者的液体平衡是至关重要的问题。尽管在这些机器中解决了流体平衡控制问题,但尚无解决方案的书面证据,该解决方案直接在系统水平上针对患者的流体平衡。本文介绍了一种采用MIMO ANFIS控制的系统控制方法,其主要目标是提供对蠕动泵的严格控制,而该控制算法不仅满足泵相关要求,而且满足与流体平衡相关的最高期望。在研究过程中,实际适用性一直是重点。

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