연구동향 분석

Vibration Analysis for Thrombosis Detection in Centrifugal Blood Pumps = 원심성 혈액 펌프의 혈전 검출을 위한 진동 해석

주윤하 2022년

논문상세정보
인용/피인용
' Vibration Analysis for Thrombosis Detection in Centrifugal Blood Pumps = 원심성 혈액 펌프의 혈전 검출을 위한 진동 해석' 의 주제별 논문영향력
논문영향력 선정 방법
논문영향력 요약
주제
  • 화학공학과 관련공학
  • adaptive boosting convolutional neural network
  • artificial neural network
  • centrifugal blood pump
  • machine fault detection
  • pump head thrombosis
  • recursive feature addition
동일주제 총논문수 논문피인용 총횟수 주제별 논문영향력의 평균
1,595 0

0.0%

' Vibration Analysis for Thrombosis Detection in Centrifugal Blood Pumps = 원심성 혈액 펌프의 혈전 검출을 위한 진동 해석' 의 참고문헌

  • `` Vibration monitoring of UH-60A main transmission planetary carrier fault , in Annual Forum Proceedings- American Helicopter Society
    J . A. Keller and P. Grabill vol . 59 , no . 2pp . 1233-1243 . [2003]
  • `` Transformation of vibration signals in rotary blood pumps : The diagnostic potential of pump failure
    Kawahito K vol . 16 , no . 3 , pp . 393-396 [2013]
  • `` The condition monitoring of rolling element bearings using vibration analysis
    J. Mathew and R. Alfredson , vol . 106 , no . 3 , pp . 447-453 , [1984]
  • `` Simulation and analysis of machinery fault signals
    M. White vol . 93 , no . 1 , pp . 95-116 , [1984]
  • `` Review of vibration signal processing techniques towards gear pairs damage identification
    R. Bajric , D. Sprecic , and N. Zuber , vol . 11 , no . 4 , pp . 124-128 [2011]
  • `` Review of condition monitoring and fault diagnosis technologies for wind turbine gearbox
    M. Nie and L. Wang , vol . 11 , pp . 287-290 , [2013]
  • `` Pump head thrombosis in extracorporeal membrane oxygenation ( ECMO )
    Diehl A and Gantner D vol . 44 , no . 3 , pp . 376-377 , [2018]
  • `` Pro-oxidant and cytotoxic effects of circulating heme
    V. Jeney et al. , vol . 100 , no . 3 , pp . 879-887 , [2002]
  • `` Optical dynamic analysis of thrombus inside a centrifugal blood pump during extracorporeal mechanical circulatory support in a porcine model
    Fujiwara T et al. vol . 41 , no . 10 , pp . 893- 903 , [2017]
  • `` Long-term outcome following heart transplantation : current perspective
    M. J. Wilhelm vol . 7 , no . 3 , pp . 549-551 , [2015]
  • `` Left ventricular assist devices are underutilized
    L. W. Miller , vol . 123 , no . 14 , pp . 1552-1558 , [2011]
  • `` Left Ventricular Assist Device Thrombus Detection Using Wavelets and Image Classification
    Reuter SP , Prechtl IR , Day SW , and Kolodziej JR vol . 84522 , p. V005T05A078 ,doi : 10.1115/IMECE2020-24465 . [2020]
  • `` Hemolysis during cardiac surgery is associated with increased intravascular nitric oxide consumption and perioperative kidney and intestinal tissue damage ,
    I. C. Vermeulen Windsant et al. , vol . 5 , p. 340 , [2014]
  • `` Heart disease and stroke statistics -- 2010 update : a report from the American Heart Association
    D. Lloyd-Jones et al. , vol . 121 , no . 7 , pp . e46-e215 , [2010]
  • `` Gear failure prediction using multiscale local statistics
    S. Loutridis vol . 30 , no . 5 , pp . 1214-1223 , [2008]
  • `` Features for fault diagnosis and prognosis of gearbox
    X. Zhang , J. Kang , J. Zhao , and D. Cao , vol . 33 , pp . 1027-1032 , [2013]
  • `` Enhanced hemolysis in pediatric patients requiring extracorporeal membrane oxygenation and continuous renal replacement therapy
    C. Betrus et al. vol . 13 , no . 6 , p. 378 [2007]
  • `` Diagnosis , Non s urgical Management , and Prevention of LVAD Thrombosis
    C. R. Bartoli , G. Ailawadi , and J . A. Kern vol . 29 , no . 1 , pp . 83-94 , [2014]
  • `` Detection of thromboembolic events and pump thrombosis in HeartWare HVAD using accelerometer in a porcine model
    I. Schalit et al. vol . 66 , no . 1 , pp . 38-48 , [2020]
  • `` Detection of rolling element bearing damage by statistical vibration analysis
    D. Dyer and R. Stewart vol . 100 , no . 2 , pp . 229-235 , [1978]
  • `` Deep residual networks with dynamically weighted wavelet coefficients for fault diagnosis of planetary gearboxes
    Zhao M , Kang M , Tang B , and Pecht M , vol . 65 , no . 5 , pp . 4290-4300 , [2017]
  • `` Condition monitoring and fault diagnosis of planetary gearboxes : A review
    Y. Lei , J. Lin , M. J. Zuo , and Z . He vol . 48 , pp . 292-305 , [2014]
  • `` Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models ,
    J. Yu vol . 25 , no . 7 , pp . 2573-2588 , [2011]
  • `` An analysis of pump thrombus events in patients in the HeartWare ADVANCE bridge to transplant and continued access protocol trial
    S. S. Najjar et al. vol . 33 , no . 1 , pp . 23-34 , [2014]
  • `` AdaBoost-CNN : An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning
    A. Taherkhani , G. Cosma , and T. M. McGinnity , vol . 404 , pp . 351-366 , [2020]
  • `` Acoustic spectral analysis for determining pump thrombosis in rotary blood pumps
    Kaufmann F et al. vol . 60 , no . 5 , pp . 502- 507 , [2014]
  • `` Accelerometer detects pump thrombosis and thromboembolic events in an in vitro HVAD circuit
    Schalit I et al. vol . 64 , no . 5 , pp . 601-609 , [2018]
  • `` A review of vibration and acoustic measurement methods for the detection of defects in rolling element bearings
    N. Tandon and A. Choudhury , vol . 32 , no . 8 , pp . 469-480 , [1999]
  • `` A multicenter study of the HeartWare ventricular assist device in small children ,
    O. Miera et al. , vol . 35 , no . 5 , pp . 679-681 , [2016]
  • `` A Review of Gear Fault Diagnosis Using Various Condition Indicators
    V. Sharma and A. Parey , vol . 144 , pp . 253- 263 , [2016]
  • [8] Hastings SM, Deshpande SR, Wagoner S, Maher K, and Ku DN, "Thrombosis in centrifugal pumps: location and composition in clinical and in vitro circuits," Int J Artif Organs vol. 39, no. 4, pp. 200-204, 2016, doi: 10.5301/ijao.5000498.
    [2016]
  • [7] J. A. LaRose, D. Tamez, M. Ashenuga, and C. Reyes, "Design concepts and principle of operation of the HeartWare ventricular assist system," ASAIO Journal, vol. 56, no. 4, pp. 285-289, 2010, doi: 10.1097/MAT.0b013e3181dfbab5.
    [2010]
  • [73] K. K. Khush et al., "The International Thoracic Organ Transplant Registry of the International Society for Heart and Lung Transplantation: thirty-fifth adult heart transplantation report—2018; focus theme: multiorgan transplantation," The Journal of Heart and Lung Transplantation, vol. 37, no. 10, pp. 1155-1168, 2018, doi: 10.1016/j.healun.2018.07.022.
    [2018]
  • [72] T. de Nattes, P.-Y. Litzler, A. Gay, C. Nafeh-Bizet, A. François, and D. Guerrot, "Hemolysis induced by Left Ventricular Assist Device is associated with proximal tubulopathy," PloS one, vol. 15, no. 11, p. e0242931, 2020, doi: 10.1371/journal.pone.0242931.
    [2020]
  • [71] J. F. Gummert, A. Haverich, J. D. Schmitto, E. Potapov, R. Schramm, and V. Falk, "Permanent implantable cardiac support systems," Deutsches Ärzteblatt International, vol. 116, no. 50, pp. 843-848, 2019, doi: 10.3238/arztebl.2019.0843.
    [2019]
  • [6] "ECLS Registry Report International Summary," Extracorporeal Life Support Organization, https://www.elso.org/Registry/InternationalSummaryandReports/Inte rnationalSummary.aspx, 2021. Accessed: February 02, 2022.
    [2022]
  • [69] Oscar DP, Daniel MS, and Marcelo PA, "Diagnosis of induction motors fed by supplies with high harmonic content using motor current signature analysis," in IEEE International Conference on Power Engineering, Energy and Electrical Drives 2011, pp. 1-6, doi: 10.1109/PowerEng.2011.6036558.
    [2011]
  • [68] Selvaraju RR, Cogswell M, Das A, Vedantam R, Parikh D, and Batra D, "Grad-cam: Visual explanations from deep networks via gradient１２４ based localization," in Proceedings of the IEEE International Conference on Computer Vision, 2017, pp. 618-626.
    [2017]
  • [67] Simonyan K and Zisserman A, "Very deep convolutional networks for large-scale image recognition," arXiv preprint arXiv:1409.1556 2014.
    [2014]
  • [66] J.-Y. Byeon, D.-H. Kim, H.-C. Kim, and S.-Y. Choi, "RFA: Recursive Feature Addition Algorithm for Machine Learning-Based Malware Classification," Journal of the Korea Society of Computer and Information, vol. 26, no. 2, pp. 61-68, 2021, doi: 10.9708/jksci.2021.26.02.061.
  • [65] J. J. Zakrajsek, R. F. Handschuh, D. G. Lewicki, and H. J. Decker, "Detecting Gear Tooth Fracture in a High Contact Ratio Face Gear Mesh," NATIONAL AERONAUTICS AND SPACE ADMINISTRATION CLEVELAND OH LEWIS RESEARCH CENTER, 1995.
    [1995]
  • [64] J. J. Zakrajsek, D. P. Townsend, and H. J. Decker, "An analysis of gear fault detection methods as applied to pitting fatigue failure data," NATIONAL AERONAUTICS AND SPACE ADMINISTRATION CLEVELAND OH LEWIS RESEARCH CENTER, 1993.
    [1993]
  • [63] J. J. Zakrajsek, "NASA Technical Memorandum 102340," Lewis Research Center, Cleveland, OH.
  • [62] L. J. Antolick, J. S. Branning, D. R. Wade, and P. J. Dempsey, "Evaluation of gear condition indicator performance on rotorcraft fleet," in Proceedings of the American Helicopter Society 66th Annual Forum, Phoenix, AZ, USA, 2010, vol. 1113.
    [2010]
  • [61] K. McClintic, M. Lebold, K. Maynard, C. Byington, and R. Campbell, "Residual and difference feature analysis with transitional gearbox data," in Proceedings of the 54th meeting of the society for machinery failure prevention technology, 2000, pp. 635-645.
    [2000]
  • [60] S. Klotz, A. Karluss, S. Stock, A. Frydrychowicz, and H.-H. Sievers, "HeartMate III left ventricular assist device thrombosis triggered by an automatic implantable cardioverter-defibrillator shock," The Annals of Thoracic Surgery, vol. 104, no. 6, pp. e421-e424, 2017, doi: 10.1016/j.athoracsur.2017.08.006.
    [2017]
  • [5] Y. Wang and P. Cao, "Extracorporeal membrane oxygenation (ECMO) for acute exacerbations of chronic obstructive pulmonary disease: care modalities, experience, and precautions," Am J Transl Res, vol. 13, no. 5, p. 4922, 2021.
  • [59] A. Blitz, "Pump thrombosis—A riddle wrapped in a mystery inside an enigma," Annals of Cardiothoracic Surgery, vol. 3, no. 5, pp. 450-471, 2014, doi: 10.3978/j.issn.2225-319X.2014.09.10.
    [2014]
  • [58] Nakazawa T, Makinouchi K, Takami Y, Glueck J, Tayama E, and Nosé Y, "Vibration assessment for thrombus formation in the centrifugal pump," Artificial Organs, vol. 21, no. 4, pp. 318-322, 1997, doi: 10.1111/j.1525-1594.1997.tb00368.xCitations: 4.
    [1997]
  • [56] H. Martin, "Statistical moment analysis as a means of surface damage detection," in Proceedings of the 7th international modal analysis conference, 1989, vol. 1: Society for Experimental Mechanics Las Vegas, USA, pp. 1016-1021.
    [1989]
  • [55] H. J. Decker, Spiral bevel pinion crack detection in a helicopter gearbox. National aeronautics and space administration cleveland oh glenn research center, 2003.
    [2003]
  • [52] J. Ma, "Energy operator and other demodulation approaches to gear defect detection," in Proceedings of the 49th Meeting of the Society for Machinery Failure Prevention Technology, 1995, pp. 127-140.
    [1995]
  • [50] M. Eltabach, T. Vervaeke, S. Sieg-Zieba, E. Padioleau, and S. Berlingen, "Features extraction using vibration signals for condition monitoring of lifting cranes," in Proc. of International conference (Surveillance 6), Compiegne, 2011.
    [2011]
  • [49] O. G. Gustafsson and T. Tallian, "Detection of damage in assembled rolling element bearings," ASLE TRANSACTIONS, vol. 5, no. 1, pp. 197-209, 1962, doi: 10.1080/05698196208972466.
    [1962]
  • [47] A. Rush, "KURTOSIS-CRYSTAL BALL FOR MAINTENANCE ENGINEERS," Iron and Steel International, vol. 52, no. 1, p. 23, 1979.
    [1979]
  • [46] R. Prabhu, "Rolling bearing diagnostics," in Proceedings of the Indo- US Symposium on Emerging Trends in Vibration and Noise Engineering, New Delhi, 1996, pp. 311-320.
    [1996]
  • [45] A. Stronach, C. Cudworth, and A. Johnston, "Condition monitoring of rolling element bearings," Condition Monitoring84, pp. 162-177, 1984.
    [1984]
  • [44] L. Martins and S. Gerges, "Comparison of signal analyses for detecting incipient bearing damage," Condition Monitoring84, pp. 191-204, 1984.
    [1984]
  • [41] A. Papoulis and S. U. Pillai, Probability, random variables, and stochastic processes. Tata McGraw-Hill Education, 2002.
    [2002]
  • [40] K. Pearson, Contributions to the mathematical theory of evolution (Philosophical Transactions of the Royal Society of London. A). 1894, pp. 71-110.
  • [39] P. Večeř, M. Kreidl, and R. Šmíd, "Condition indicators for gearbox condition monitoring systems," Acta Polytechnica, vol. 45, no. 6, 2005, doi: 10.14311/782.
    [2005]
  • [38] H. J. Decker, "Crack detection for aerospace quality spur gears," Defense Technical Information Center, 2002.
    [2002]
  • [34] P. D. Samuel and D. J. Pines, "A review of vibration-based techniques for helicopter transmission diagnostics," Journal of Sound and Vibration, vol. 282, no. 1-2, pp. 475-508, 2005, doi: 10.1016/j.jsv.2004.02.058.
    [2005]
  • [32] V. Giurgiutiu, A. Cuc, and P. Goodman, "Review of vibration-based helicopters health and usage monitoring methods," Defense Technical Information Center, 2001.
    [2001]
  • [2] E. A. Rose et al., "Randomized Evaluation of Mechanical Assistance for the Treatment of Congestive Heart Failure (REMATCH) Study Group. Long-term use of a left ventricular assist device for end-stage heart failure," N Engl J Med, vol. 345, pp. 1435-1443, 2001, doi: 10.1056/NEJMoa012175.
    [2001]
  • [29] M. Lebold, K. McClintic, R. Campbell, C. Byington, and K. Maynard, "Review of vibration analysis methods for gearbox diagnostics and prognostics," in Proceedings of the 54th meeting of the society for machinery failure prevention technology, 2000: Virginia Beach, VA, pp. 623-634.
    [2000]
  • [26] Kim HC, Park SK, Hindrichs HL, Bearnson GB, Khanwilkar PS, and Olsen DB, "Noninvasive diagnosis of mechanical failure of the implanted total artificial heart using neural network analysis of acoustic signals," ASAIO J vol. 41, no. 3, pp. M271-6, 1995, doi: 10.1097/00002480-199507000-00010.
    [1995]
  • [1] "The top 10 causes of death," World Health Organization https://www.who.int/news-room/fact-sheets/detail/the-top-10- causes-of-death, 2020. Accessed: January 29, 2022.
  • [19] K. Lehle et al., "Technical-induced hemolysis in patients with respiratory failure supported with veno-venous ECMO–prevalence and risk factors," PloS One, vol. 10, no. 11, p. e0143527, 2015, doi: 10.1371/journal.pone.0143527.
    [2015]
  • [18] R. Gbadegesin, S. Zhao, J. Charpie, P. D. Brophy, W. E. Smoyer, and J.-J. Lin, "Significance of hemolysis on extracorporeal life support after cardiac surgery in children," Pediatr Nephrol, vol. 24, no. 3, pp. 589-595, 2009, doi: 10.1007/s00467-008-1047-z. Epub 2008 Nov 12.
  • [15] D. J. Schaer, P. W. Buehler, A. I. Alayash, J. D. Belcher, and G. M. Vercellotti, "Hemolysis and free hemoglobin revisited: exploring hemoglobin and hemin scavengers as a novel class of therapeutic proteins," Blood, vol. 121, no. 8, pp. 1276-1284, 2013, doi: 10.1182/blood-2012-11-451229.
    [2013]
  • [13] M. D. Cappellini, "Coagulation in the pathophysiology of hemolytic anemias," Hematology Am Soc Hematol Educ Program, vol. 2007, no. 1, pp. 74-78, 2007, doi: 10.1182/asheducation-2007.1.74.
    [2007]
  • [12] R. P. Rother, L. Bell, P. Hillmen, and M. T. Gladwin, "The clinical sequelae of intravascular hemolysis and extracellular plasma hemoglobin: a novel mechanism of human disease," JAMA, vol. 293, no. 13, pp. 1653-1662, 2005, doi: 10.1001/jama.293.13.1653.
    [2005]
  • [11] M. Skogby, K. Mellgren, K. Adrian, L. Friberg, J. Chevalier, and G. Mellgren, "Induced cell trauma during in vitro perfusion: a comparison between two different perfusion systems," Artif Organs, vol. 22, no. 12, pp. 1045-1051, 1998, doi: 10.1046/j.1525-1594.1998.06064.x.
    [1998]