Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro

Teguh Herlambang; Abdul Muhith; Mohamad Yusak Anshori; Dinita Rahmalia; Denis Fidita Karya

doi:10.1063/5.0096121

Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro

Teguh Herlambang
, Abdul Muhith^*
, Irhamah
, Mohamad Yusak Anshori
, Dinita Rahmalia
, Denis Fidita Karya

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

Blood service is an effort to provide a health service utilizing human blood as basic stuff for humanitarian purposes and not for commercial purposes. Blood transfusion services include planning and preserving blood donors, providing blood, distributing blood, and performing medical action of giving blood to patients for purposes of disease healing and health recovery. Fulfillment of the availability of blood is a crucial thing. On the one hand, too much bloodstock results in significant losses, such as expiration. On the other hand, too low bloodstock makes the people's blood needs unfulfilled. Therefore, this paper is an effort to estimate the whole blood at PMI Bojonegoro using the H-infinity and Ensemble Kalman Filter methods. The simulation results showed that the EnKF method was more accurate than the H-infinity method, with an error of 1-2 % generated by the EnKF and that of 16 % by the H-infinity.

Original language	English
Title of host publication	Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021
Editors	Sutrisno, Muhtarom, Dewi Wulandari, Nurina Happy, Ali Shodiqin, Yanuar Hery Murtianto, Kartinah
Publisher	American Institute of Physics Inc.
ISBN (Electronic)	9780735443600
DOIs	https://doi.org/10.1063/5.0096121
Publication status	Published - 13 Jul 2022
Externally published	Yes
Event	6th National Conference on Mathematics and Mathematics Education, SENATIK 2021 - Semarang, Indonesia Duration: 11 Aug 2021 → …

Publication series

Name	AIP Conference Proceedings
Volume	2577
ISSN (Print)	0094-243X
ISSN (Electronic)	1551-7616

Conference

Conference	6th National Conference on Mathematics and Mathematics Education, SENATIK 2021
Country/Territory	Indonesia
City	Semarang
Period	11/08/21 → …

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

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10.1063/5.0096121

Cite this

Herlambang, T., Muhith, A., Irhamah, Anshori, M. Y., Rahmalia, D., & Karya, D. F. (2022). Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro. In Sutrisno, Muhtarom, D. Wulandari, N. Happy, A. Shodiqin, Y. H. Murtianto, & Kartinah (Eds.), Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021 Article 020019 (AIP Conference Proceedings; Vol. 2577). American Institute of Physics Inc.. https://doi.org/10.1063/5.0096121

Herlambang, Teguh ; Muhith, Abdul ; Irhamah et al. / Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro. Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021. editor / Sutrisno ; Muhtarom ; Dewi Wulandari ; Nurina Happy ; Ali Shodiqin ; Yanuar Hery Murtianto ; Kartinah. American Institute of Physics Inc., 2022. (AIP Conference Proceedings).

@inproceedings{ab9929eaacaf451a9b3efa1d2b405ce4,

title = "Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro",

abstract = "Blood service is an effort to provide a health service utilizing human blood as basic stuff for humanitarian purposes and not for commercial purposes. Blood transfusion services include planning and preserving blood donors, providing blood, distributing blood, and performing medical action of giving blood to patients for purposes of disease healing and health recovery. Fulfillment of the availability of blood is a crucial thing. On the one hand, too much bloodstock results in significant losses, such as expiration. On the other hand, too low bloodstock makes the people's blood needs unfulfilled. Therefore, this paper is an effort to estimate the whole blood at PMI Bojonegoro using the H-infinity and Ensemble Kalman Filter methods. The simulation results showed that the EnKF method was more accurate than the H-infinity method, with an error of 1-2 \% generated by the EnKF and that of 16 \% by the H-infinity.",

author = "Teguh Herlambang and Abdul Muhith and Irhamah and Anshori, \{Mohamad Yusak\} and Dinita Rahmalia and Karya, \{Denis Fidita\}",

note = "Publisher Copyright: {\textcopyright} 2022 Author(s).; 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021 ; Conference date: 11-08-2021",

year = "2022",

month = jul,

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doi = "10.1063/5.0096121",

language = "English",

series = "AIP Conference Proceedings",

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editor = "Sutrisno and Muhtarom and Dewi Wulandari and Nurina Happy and Ali Shodiqin and Murtianto, \{Yanuar Hery\} and Kartinah",

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Herlambang, T, Muhith, A, Irhamah, Anshori, MY, Rahmalia, D & Karya, DF 2022, Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro. in Sutrisno, Muhtarom, D Wulandari, N Happy, A Shodiqin, YH Murtianto & Kartinah (eds), Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021., 020019, AIP Conference Proceedings, vol. 2577, American Institute of Physics Inc., 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021, Semarang, Indonesia, 11/08/21. https://doi.org/10.1063/5.0096121

Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro. / Herlambang, Teguh; Muhith, Abdul; Irhamah et al.
Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021. ed. / Sutrisno; Muhtarom; Dewi Wulandari; Nurina Happy; Ali Shodiqin; Yanuar Hery Murtianto; Kartinah. American Institute of Physics Inc., 2022. 020019 (AIP Conference Proceedings; Vol. 2577).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro

AU - Herlambang, Teguh

AU - Muhith, Abdul

AU - Irhamah,

AU - Anshori, Mohamad Yusak

AU - Rahmalia, Dinita

AU - Karya, Denis Fidita

PY - 2022/7/13

Y1 - 2022/7/13

N2 - Blood service is an effort to provide a health service utilizing human blood as basic stuff for humanitarian purposes and not for commercial purposes. Blood transfusion services include planning and preserving blood donors, providing blood, distributing blood, and performing medical action of giving blood to patients for purposes of disease healing and health recovery. Fulfillment of the availability of blood is a crucial thing. On the one hand, too much bloodstock results in significant losses, such as expiration. On the other hand, too low bloodstock makes the people's blood needs unfulfilled. Therefore, this paper is an effort to estimate the whole blood at PMI Bojonegoro using the H-infinity and Ensemble Kalman Filter methods. The simulation results showed that the EnKF method was more accurate than the H-infinity method, with an error of 1-2 % generated by the EnKF and that of 16 % by the H-infinity.

AB - Blood service is an effort to provide a health service utilizing human blood as basic stuff for humanitarian purposes and not for commercial purposes. Blood transfusion services include planning and preserving blood donors, providing blood, distributing blood, and performing medical action of giving blood to patients for purposes of disease healing and health recovery. Fulfillment of the availability of blood is a crucial thing. On the one hand, too much bloodstock results in significant losses, such as expiration. On the other hand, too low bloodstock makes the people's blood needs unfulfilled. Therefore, this paper is an effort to estimate the whole blood at PMI Bojonegoro using the H-infinity and Ensemble Kalman Filter methods. The simulation results showed that the EnKF method was more accurate than the H-infinity method, with an error of 1-2 % generated by the EnKF and that of 16 % by the H-infinity.

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DO - 10.1063/5.0096121

M3 - Conference contribution

AN - SCOPUS:85134645060

T3 - AIP Conference Proceedings

BT - Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021

A2 - Sutrisno, null

A2 - Muhtarom, null

A2 - Wulandari, Dewi

A2 - Happy, Nurina

A2 - Shodiqin, Ali

A2 - Murtianto, Yanuar Hery

A2 - Kartinah, null

PB - American Institute of Physics Inc.

T2 - 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021

Y2 - 11 August 2021

ER -

Herlambang T, Muhith A, Irhamah, Anshori MY, Rahmalia D, Karya DF. Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro. In Sutrisno, Muhtarom, Wulandari D, Happy N, Shodiqin A, Murtianto YH, Kartinah, editors, Proceedings of the 6th National Conference on Mathematics and Mathematics Education, SENATIK 2021. American Institute of Physics Inc. 2022. 020019. (AIP Conference Proceedings). doi: 10.1063/5.0096121

Implementation of H-infinity and ensemble Kalman filter for whole blood (WB) estimation in PMI Bojonegoro

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