Descriptive design structure matrices for improved system dynamics qualitative modeling

被引:2
|
作者
Qureshi, Rameez R. [1 ]
Ford, David N. [2 ]
Wolf, Charles M. [3 ]
机构
[1] Texas A&M Univ, Zachry Dept Civil & Environm Engn, College Stn, TX 77843 USA
[2] Virginia Tech, Charles Edward Via Jr Dept Civil & Environm Engn, Construct Engn & Management, Blacksburg, VA 24061 USA
[3] Texas A&M Univ, Zachry Dept Civil & Environm Engn, Practice, College Stn, TX 77843 USA
关键词
DISASTER;
D O I
10.1002/sdr.1764
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Qualitative modeling approaches can be useful in system information collection, model analysis, and formal model development. This is difficult when the number of elements and their interactions in the system is large. System dynamicists need additional tools and methods to conceptually model these large tightly coupled systems. We propose and test the Descriptive Design Structure Matrix (DDSM) as a qualitative system dynamics modeling tool and approach for systems with many elements and more interactions that can reasonably be modeled individually using traditional system dynamics methods. A DDSM consists of four parallel and internally consistent matrices that describe system interactions with binary relations, nontechnical text, technical text, and literature support. By including and documenting system information in multiple forms, DDSMs facilitate multiple stages of system dynamics modeling, improve modeler communication with system participants and domain experts, and improve model rigor. DDSM construction is described. A case study of the 2014 flooding in Kashmir is used to illustrate and test a DDSM and its application. Due to their compact format, DDSMs provide a useful visual communication aid, intuitive reasoning tool, and foundation for formal system dynamics modeling and analysis. (c) 2024 The Authors. System Dynamics Review published by John Wiley & Sons Ltd on behalf of System Dynamics Society.
引用
收藏
页数:23
相关论文
共 50 条
  • [21] BINARY MATRICES IN SYSTEM MODELING
    WARFIELD, JN
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (05): : 441 - 449
  • [22] Swirl Brake Design for Improved Rotordynamic Vibration Stability Based on Computational Fluid Dynamics System Level Modeling
    Ali, Shujan
    Mortazavi, Farzam
    Palazzolo, Alan
    ASME Open Journal of Engineering, 2023, 2
  • [23] A Structure of Restricted Boltzmann Machine for Modeling System Dynamics
    Padiolleau, Guillaume
    Bach, Olivier
    Hugget, Alain
    Penninckx, Denis
    Alexandre, Frederic
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [24] Computational fluid dynamics analysis for improved escape system design
    Marquette, TJ
    PROCEEDINGS OF THE THIRTY-FOURTH ANNUAL SYMPOSIUM - SAFE ASSOCIATION, 1996, : 308 - 317
  • [25] INCORPORATING CONSTRAINTS IN SYSTEM MODULARIZATION BY INTERACTIVE CLUSTERING OF DESIGN STRUCTURE MATRICES
    Sanaei, Roozbeh
    Otto, Kevin N.
    Holtta-Otto, Katja
    Wood, Kristin L.
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2016, VOL 2B, 2016, : 491 - 503
  • [26] Interconnect modeling for improved system-level design optimization
    Carloni, Luca
    Kahng, Andrew B.
    Muddu, Swamy
    Pinto, Alessandro
    Samadi, Kambiz
    Sharma, Puneet
    2008 ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, VOLS 1 AND 2, 2008, : 177 - +
  • [27] Qualitative System Dynamics Modeling to Support Community Planning in Opioid Overdose Prevention*
    Sabounchi, Nasim S.
    Lounsbury, David W.
    Iftikhar, Pulwasha
    Lutete, Priscila
    Trajkoska, Biljana
    Estrada, Weanne Myrrh
    El-Bassel, Nabila
    Rapkin, Bruce
    Gilbert, Louisa
    Hunt, Timothy
    Goddard-Eckrich, Dawn A.
    Feaster, Daniel J.
    Huang, Terry T-K
    RESEARCH ON SOCIAL WORK PRACTICE, 2023, 33 (03) : 282 - 295
  • [28] Qualitative modeling of the dynamics of detonations with losses
    Faria, Luiz M.
    Kasimov, Aslan R.
    PROCEEDINGS OF THE COMBUSTION INSTITUTE, 2015, 35 : 2015 - 2023
  • [29] CONNECTING QUALITATIVE AND QUANTITATIVE ANALYSIS THROUGH BOND GRAPH MODELING AND SYSTEM DYNAMICS
    Suk, Hailie
    Hall, John
    PROCEEDINGS OF ASME 2021 INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, IDETC-CIE2021, VOL 3B, 2021,