Research Article
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Fuzzy Control of Tidal volume, Respiration number and Pressure value

Year 2010, Volume: 14 Issue: 2, 98 - 105, 01.12.2010

Abstract

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References

  • Perel A, Stock Mc: Handbook of Mechanical Ventilatory support. 1st Ed. Williams and Wilkins,Philadelphia,1992
  • Kirby RR, Banner Mj, Downs JB(Eds), Ventilatory Support 1st Ed Churchill Luingstone inc. Newyork 1990
  • Smith RA, Respiratory Care MechanicalAnesthesia 2nd Ed. Churchill Livingstone,New York ,1986
  • Pillbeam SP „ Mechanical Ventilation: Physiological and Clinical Application‟ 2nd Ed. St Louis,Mosby,1992
  • A.Tzavaras, P.R.Weller, B.Spyropoulos, „A Neuro- Fuzzy Controller for the Estimation of Tidal Volum and Respiration Frequency Ventilator Settings for COPD Patients Ventilated in Control Mode‟, Proceedings of the Annual International Conference,of the IEEE,2007
  • H.Zhu,K.Möller, „Ventilator Control Based on Fuzzy- Neural Network Approach, Proceedings-30th International Conference-IEEE/EMBS-2008
  • D.S.Nelson,J.H.Strickland,T.C.Jannet „Simulation of Fuzzy Control for Management of Respiratory Rate in Assist Control Mechanical Ventilaton‟ Proceedings-19th International Conference-IEEE/EMBS-1997
  • C.S.Wang, D.Shaw, K.S.Jih „An Intelligent Control System for Ventilators‟,Medical Engineering & Physics 20- 1998,534-542-Elseiver
  • J.L.Larrabe, F.J.Alvarez ,E.G.Cuesta, A.V.Soller, L.F. Alfonso „Development of a Time-Cycled Volume Controlled
  • Mechanics System for Total Liquid Ventilator‟ IEEE Transactions on Information Technology in Biomedicine Vol.48 no.10-1134-1142-2001 Respirator and
  • Lung [10]H.F.Kwok,D.A.Linkens,M.Mahfouf,G.H.Mills,C.L.Sim pson,K.M.Goode „Fuzzy Logic Knowledge Elicitation for Model Based Ventilator Management in the ICU‟ Proceedings-26th International Conference-IEEE/EMBS- 2002
  • P.Cappa,S.A.Scuito „Experimental Analysis of the Airway Circuit Effects on Breathing Pattern Generates by Neonatal
  • International Conference-IEEE/EMBS-2000 Ventilators‟
  • Proceedings-22nd [12] H.Luepschen,L.Zhu,S.Leonhardt „Robust Closed Loop Control of the Inspired Fraction of Oxygen for the Online Assesment of Recruitment Maneuver‟ Proceedings-29th International Conference-IEEE/EMBS-2007
  • Güler.H, “Programlanabilir Lojik kontrolör ile Mekanik Ventilatör Tasarımı”, Fırat.Üniv.Fen Bilimleri Enst. Yük.Lis.Tezi 2007
  • Elmas.Ç. “Bulanık Mantık Denetleyiciler”,Seçkin, Ankara,2003
  • Siler,L.Ying,H. Fuzzy Control Theory.Elsevier. Fuzzy Set and System 33-1989
  • Güler.H, ATA.F, “Calculation of Inspiration and Expiration Time with Fuzzy Logic Controller in Positive Pressure Ventilation" The 6th International Symposium On Intelligent & Manufacturing Systems. 14-17 October 2008- Sakarya

Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü

Year 2010, Volume: 14 Issue: 2, 98 - 105, 01.12.2010

Abstract

In this study, control of tidal volume, respiration number and pressure value which are arrived to patient at mechanical ventilator device which is used in intensive care units were performed with fuzzy logic controller. The aim of this system is to reduce workload of aneshesiologist. By calculating tidal volume, respiration number and pressure value, the error Pe(k) between reference pressure value (Pref) and pressure of gas given ill person (Phasta) and error change rate δPe(k) were considered. Performed system is run with the pressure control ventilation (PCV) which is one of the most used modes among other ventilation modes. With the simulation study, it can be said that the obtained datas from the outputs of fuzzy controller are suitable for patients having lung disease.

References

  • Perel A, Stock Mc: Handbook of Mechanical Ventilatory support. 1st Ed. Williams and Wilkins,Philadelphia,1992
  • Kirby RR, Banner Mj, Downs JB(Eds), Ventilatory Support 1st Ed Churchill Luingstone inc. Newyork 1990
  • Smith RA, Respiratory Care MechanicalAnesthesia 2nd Ed. Churchill Livingstone,New York ,1986
  • Pillbeam SP „ Mechanical Ventilation: Physiological and Clinical Application‟ 2nd Ed. St Louis,Mosby,1992
  • A.Tzavaras, P.R.Weller, B.Spyropoulos, „A Neuro- Fuzzy Controller for the Estimation of Tidal Volum and Respiration Frequency Ventilator Settings for COPD Patients Ventilated in Control Mode‟, Proceedings of the Annual International Conference,of the IEEE,2007
  • H.Zhu,K.Möller, „Ventilator Control Based on Fuzzy- Neural Network Approach, Proceedings-30th International Conference-IEEE/EMBS-2008
  • D.S.Nelson,J.H.Strickland,T.C.Jannet „Simulation of Fuzzy Control for Management of Respiratory Rate in Assist Control Mechanical Ventilaton‟ Proceedings-19th International Conference-IEEE/EMBS-1997
  • C.S.Wang, D.Shaw, K.S.Jih „An Intelligent Control System for Ventilators‟,Medical Engineering & Physics 20- 1998,534-542-Elseiver
  • J.L.Larrabe, F.J.Alvarez ,E.G.Cuesta, A.V.Soller, L.F. Alfonso „Development of a Time-Cycled Volume Controlled
  • Mechanics System for Total Liquid Ventilator‟ IEEE Transactions on Information Technology in Biomedicine Vol.48 no.10-1134-1142-2001 Respirator and
  • Lung [10]H.F.Kwok,D.A.Linkens,M.Mahfouf,G.H.Mills,C.L.Sim pson,K.M.Goode „Fuzzy Logic Knowledge Elicitation for Model Based Ventilator Management in the ICU‟ Proceedings-26th International Conference-IEEE/EMBS- 2002
  • P.Cappa,S.A.Scuito „Experimental Analysis of the Airway Circuit Effects on Breathing Pattern Generates by Neonatal
  • International Conference-IEEE/EMBS-2000 Ventilators‟
  • Proceedings-22nd [12] H.Luepschen,L.Zhu,S.Leonhardt „Robust Closed Loop Control of the Inspired Fraction of Oxygen for the Online Assesment of Recruitment Maneuver‟ Proceedings-29th International Conference-IEEE/EMBS-2007
  • Güler.H, “Programlanabilir Lojik kontrolör ile Mekanik Ventilatör Tasarımı”, Fırat.Üniv.Fen Bilimleri Enst. Yük.Lis.Tezi 2007
  • Elmas.Ç. “Bulanık Mantık Denetleyiciler”,Seçkin, Ankara,2003
  • Siler,L.Ying,H. Fuzzy Control Theory.Elsevier. Fuzzy Set and System 33-1989
  • Güler.H, ATA.F, “Calculation of Inspiration and Expiration Time with Fuzzy Logic Controller in Positive Pressure Ventilation" The 6th International Symposium On Intelligent & Manufacturing Systems. 14-17 October 2008- Sakarya
There are 18 citations in total.

Details

Primary Language Turkish
Subjects Engineering
Journal Section Research Articles
Authors

Hasan Guler This is me

Fikret Ata This is me

Publication Date December 1, 2010
Submission Date March 14, 2014
Published in Issue Year 2010 Volume: 14 Issue: 2

Cite

APA Guler, H., & Ata, F. (2010). Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü. Sakarya University Journal of Science, 14(2), 98-105. https://doi.org/10.16984/saufbed.85590
AMA Guler H, Ata F. Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü. SAUJS. December 2010;14(2):98-105. doi:10.16984/saufbed.85590
Chicago Guler, Hasan, and Fikret Ata. “Tidal Volüm, Solunum Sayısı Ve Basınç Değerinin Bulanık Kontrolü”. Sakarya University Journal of Science 14, no. 2 (December 2010): 98-105. https://doi.org/10.16984/saufbed.85590.
EndNote Guler H, Ata F (December 1, 2010) Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü. Sakarya University Journal of Science 14 2 98–105.
IEEE H. Guler and F. Ata, “Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü”, SAUJS, vol. 14, no. 2, pp. 98–105, 2010, doi: 10.16984/saufbed.85590.
ISNAD Guler, Hasan - Ata, Fikret. “Tidal Volüm, Solunum Sayısı Ve Basınç Değerinin Bulanık Kontrolü”. Sakarya University Journal of Science 14/2 (December 2010), 98-105. https://doi.org/10.16984/saufbed.85590.
JAMA Guler H, Ata F. Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü. SAUJS. 2010;14:98–105.
MLA Guler, Hasan and Fikret Ata. “Tidal Volüm, Solunum Sayısı Ve Basınç Değerinin Bulanık Kontrolü”. Sakarya University Journal of Science, vol. 14, no. 2, 2010, pp. 98-105, doi:10.16984/saufbed.85590.
Vancouver Guler H, Ata F. Tidal Volüm, Solunum Sayısı ve Basınç Değerinin Bulanık Kontrolü. SAUJS. 2010;14(2):98-105.