Estimation of Whole Blood (WB) using Unscented Kalman Filter in Surabaya

As the need for blood transfusion increases, an improved blood stock management for blood transfusion is required. In terms of quality and quantity, blood transfusion is needed by patients with various health problems. Because of that need, it is urgent that the stability of blood stock be maintaine...

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Bibliographic Details
Published in:IOP conference series. Materials Science and Engineering 2020-06, Vol.874 (1), p.12028
Main Authors: Muhith, Abdul, Herlambang, Teguh, Haris, Abdul, Rahmalia, Dinita
Format: Article
Language:English
Subjects:
Blood transfusion
Blood transfusions
estimation
Kalman filters
PMI Surabaya
UKF
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Summary:As the need for blood transfusion increases, an improved blood stock management for blood transfusion is required. In terms of quality and quantity, blood transfusion is needed by patients with various health problems. Because of that need, it is urgent that the stability of blood stock be maintained to avoid possible excessive blood stock that leads to unnecessary blood disposal. For that purpose, prediction of blood demand is required. One of the blood transfusion units is PMI, a national organization dealing with social concern and humanity field. The objective of this paper is to make estimation of blood demand for PRC and WB at PMI Surabaya using UKF method. The simulation results show that the UKF method is effective with a high accuracy and an error of less than 4%.
ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/874/1/012028