Systemic fluid balance control in hemodialysis machines with ANFIS

Jozsef Klesnitz, Imre Felde, L. Kovács, Gergely Pinter, Laszlo Nadai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationRIVF 2019 - Proceedings
Subtitle of host publication2019 IEEE-RIVF International Conference on Computing and Communication Technologies
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538693131
DOIs
Publication statusPublished - May 13 2019
Event2019 IEEE-RIVF International Conference on Computing and Communication Technologies, RIVF 2019 - Danang, Viet Nam
Duration: Mar 20 2019Mar 22 2019

Publication series

NameRIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies

Conference

Conference2019 IEEE-RIVF International Conference on Computing and Communication Technologies, RIVF 2019
CountryViet Nam
CityDanang
Period3/20/193/22/19

Fingerprint

Fluids
Pumps
MIMO systems
Hemodialysis
Kidney

Keywords

  • ANFIS
  • Fluid balance control
  • Hemodialysis
  • MIMO control
  • Peristaltic pump

ASJC Scopus subject areas

  • Hardware and Architecture
  • Software
  • Information Systems and Management
  • Computer Networks and Communications
  • Computer Science Applications

Cite this

Klesnitz, J., Felde, I., Kovács, L., Pinter, G., & Nadai, L. (2019). Systemic fluid balance control in hemodialysis machines with ANFIS. In RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies [8713745] (RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RIVF.2019.8713745

Systemic fluid balance control in hemodialysis machines with ANFIS. / Klesnitz, Jozsef; Felde, Imre; Kovács, L.; Pinter, Gergely; Nadai, Laszlo.

RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2019. 8713745 (RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Klesnitz, J, Felde, I, Kovács, L, Pinter, G & Nadai, L 2019, Systemic fluid balance control in hemodialysis machines with ANFIS. in RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies., 8713745, RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, RIVF 2019, Danang, Viet Nam, 3/20/19. https://doi.org/10.1109/RIVF.2019.8713745
Klesnitz J, Felde I, Kovács L, Pinter G, Nadai L. Systemic fluid balance control in hemodialysis machines with ANFIS. In RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies. Institute of Electrical and Electronics Engineers Inc. 2019. 8713745. (RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies). https://doi.org/10.1109/RIVF.2019.8713745
Klesnitz, Jozsef ; Felde, Imre ; Kovács, L. ; Pinter, Gergely ; Nadai, Laszlo. / Systemic fluid balance control in hemodialysis machines with ANFIS. RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., 2019. (RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies).
@inproceedings{284a6ce68b8944998688628631fa3c7d,
title = "Systemic fluid balance control in hemodialysis machines with ANFIS",
abstract = "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.",
keywords = "ANFIS, Fluid balance control, Hemodialysis, MIMO control, Peristaltic pump",
author = "Jozsef Klesnitz and Imre Felde and L. Kov{\'a}cs and Gergely Pinter and Laszlo Nadai",
year = "2019",
month = "5",
day = "13",
doi = "10.1109/RIVF.2019.8713745",
language = "English",
series = "RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "RIVF 2019 - Proceedings",

}

TY - GEN

T1 - Systemic fluid balance control in hemodialysis machines with ANFIS

AU - Klesnitz, Jozsef

AU - Felde, Imre

AU - Kovács, L.

AU - Pinter, Gergely

AU - Nadai, Laszlo

PY - 2019/5/13

Y1 - 2019/5/13

N2 - 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.

AB - 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.

KW - ANFIS

KW - Fluid balance control

KW - Hemodialysis

KW - MIMO control

KW - Peristaltic pump

UR - http://www.scopus.com/inward/record.url?scp=85066631259&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85066631259&partnerID=8YFLogxK

U2 - 10.1109/RIVF.2019.8713745

DO - 10.1109/RIVF.2019.8713745

M3 - Conference contribution

AN - SCOPUS:85066631259

T3 - RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies

BT - RIVF 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

ER -