Lumped models of the cardiovascular system of various complexity

被引:11
|
作者
Jezek, Filip [1 ]
Kulhanek, Tomas [2 ]
Kalecky, Karel [1 ]
Kofranek, Jiri [2 ]
机构
[1] Czech Tech Univ, Fac Elect Engn, Prague, Czech Republic
[2] Charles Univ Prague, Fac Med 1, Inst Pathol Physiol, Prague, Czech Republic
关键词
Modelica; Modeling methodology; Cardiovascular modeling; Lumped model; ARTERIAL-PRESSURE CONTROL; CIRCULATION; SIMULATION; TERM;
D O I
10.1016/j.bbe.2017.08.001
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Purpose: The main objective is to accelerate the mathematical modeling of complex systems and offer the researchers an accessible and standardized platform for model sharing and reusing. Methods: We describe a methodology for creating mathematical lumped models, decomposing a system into basic components represented by elementary physical laws and relationships expressed as equations. Our approach is based on Modelica, an object-oriented, equation-based, visual, non-proprietary modeling language, together with Physiolibrary, an open-source library for the domain of physiology. Results: We demonstrate this methodology on an open implementation of a range of simple to complex cardiovascular models, with great complexity variance (simulation time from several seconds to hours). The parts of different complexity could be combined together. Conclusions: Thanks to the equation-based nature of Modelica, a hierarchy of subsystems can be built with an appropriate connecting component. Such a structural model follows the concept of the system rather than the computational order. Such a model representation retains structural knowledge, which is important for e.g., model maintainability and reusability of the components and multidisciplinary cooperation with domain experts not familiar with modeling methods. (C) 2017 Nalecz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier B.V. All rights reserved.
引用
下载
收藏
页码:666 / 678
页数:13
相关论文
共 50 条
  • [41] ARTERIAL BRANCHING IN VARIOUS PARTS OF THE CARDIOVASCULAR-SYSTEM
    ZAMIR, M
    BROWN, N
    AMERICAN JOURNAL OF ANATOMY, 1982, 163 (04): : 295 - 307
  • [42] Dealing with complexity by using multilevel system boundary models
    Arturo Pinzon-Salcedo, Luis
    Bernal-Alvarado, Juanita
    SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE, 2022, 39 (02) : 175 - 184
  • [43] EXPLORATORY RESEARCH - MANAGING COMPLEXITY IN LARGE SYSTEM MODELS
    BLOOM, J
    CLARK, C
    WILDBERGER, M
    EPRI JOURNAL, 1994, 19 (02): : 38 - 40
  • [44] The utility of Earth system Models of Intermediate Complexity (EMICs)
    Weber, Susanne L.
    WILEY INTERDISCIPLINARY REVIEWS-CLIMATE CHANGE, 2010, 1 (02) : 243 - 252
  • [45] Object-Oriented Lumped-Parameter Modeling of the Cardiovascular System for Physiological and Pathophysiological Conditions
    Rosalia, Luca
    Ozturk, Caglar
    Van Story, David
    Horvath, Markus A.
    Roche, Ellen T.
    ADVANCED THEORY AND SIMULATIONS, 2021, 4 (03)
  • [46] Quantitative Insights into the Closed Loop Cardiovascular System using an Electrical Lumped Element Physiological Model
    Tsanas, Athanasios
    Clifford, Gari D.
    Vartela, Vassiliki
    Sfirakis, Petros
    2014 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 41, 2014, 41 : 509 - 512
  • [47] Design of a retention tank: comparison of stormwater quality models with various levels of complexity
    Mourad, M.
    Bertrand-Krajewski, J-L.
    Chebbo, G.
    WATER SCIENCE AND TECHNOLOGY, 2006, 54 (6-7) : 231 - 238
  • [48] Bifurcation analysis of various power system models
    Rosehart, WD
    Cañizares, CA
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1999, 21 (03) : 171 - 182
  • [49] Analysis of lumped models with contact and friction
    Stanisław Migórski
    Anna Ochal
    Mircea Sofonea
    Zeitschrift für angewandte Mathematik und Physik, 2011, 62 : 99 - 113
  • [50] A Lumped-Parameter Model of the Cardiovascular System Response for Evaluating Automated Fluid Resuscitation Systems
    Chalumuri, Yekanth Ram
    Arabidarrehdor, Ghazal
    Tivay, Ali
    Sampson, Catherine M.
    Khan, Muzna
    Kinsky, Michael
    Kramer, George C.
    Hahn, Jin-Oh
    Scully, Christopher G.
    Bighamian, Ramin
    IEEE ACCESS, 2024, 12 : 62511 - 62525