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2024 | OriginalPaper | Buchkapitel

An Interactive Dashboard to Support Design of an Artillery System

verfasst von : Stephanie McDonough, Ariela Litvin, Benjamin Steinwurtzel, Robert Feliciano, Steven Hoffenson, Mark Blackburn

Erschienen in: The Proceedings of the 2023 Conference on Systems Engineering Research

Verlag: Springer Nature Switzerland

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Abstract

Interactive dashboards are decision support tools that enable users to explore the relationships between their decisions and the consequences of those decisions. These dashboards in previous research have been proven to be most effective when customized to the specific context of the decision scenario. The objective of this project is to design an interactive dashboard using best practices in optimization and strategic decision-making, for the application of an artillery system derived from publicly available sources. Using Python’s dash library, the resulting dashboard enables users to explore design decisions, model mission success likelihood, optimize the design, explore Pareto-optimal trade-offs, trace performance improvement goals back to design parameters, and compare designs with existing systems. The dashboard is described in detail, and several use cases are put forward to illustrate the functionality and implementation scenarios for such an interactive dashboard for complex decision analysis.

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Literatur
1.
Zurück zum Zitat U. Aslak, B. Maier, Netwulf: interactive visualization of networks in Python. J. Open Source Softw. 4, 1–3 (2019)CrossRef U. Aslak, B. Maier, Netwulf: interactive visualization of networks in Python. J. Open Source Softw. 4, 1–3 (2019)CrossRef
2.
Zurück zum Zitat I. Berry, J.-P.R. Soucy, A. Tuite, D. Fisman, Open access epidemiologic data and an interactive dashboard to monitor the Covid-19 outbreak in Canada. Can. Med. Assoc. J. 192(15), E420 (2020) I. Berry, J.-P.R. Soucy, A. Tuite, D. Fisman, Open access epidemiologic data and an interactive dashboard to monitor the Covid-19 outbreak in Canada. Can. Med. Assoc. J. 192(15), E420 (2020)
3.
Zurück zum Zitat J. Blank, K. Deb, pymoo: multi-objective optimization in Python. IEEE Access 8, 89497–89509 (2020) J. Blank, K. Deb, pymoo: multi-objective optimization in Python. IEEE Access 8, 89497–89509 (2020)
4.
Zurück zum Zitat V. Chankong, Y.Y. Haimes, Multiobjective Decision Making: Theory and Methodology (Courier Dover Publications, Mineola, 2008) V. Chankong, Y.Y. Haimes, Multiobjective Decision Making: Theory and Methodology (Courier Dover Publications, Mineola, 2008)
5.
Zurück zum Zitat B. Chell, S. Hoffenson, B. Kruse, M.R. Blackburn, Mission-level optimization: complex systems design for highly stochastic life cycle use case scenarios, in International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (American Society of Mechanical Engineers, 2020) B. Chell, S. Hoffenson, B. Kruse, M.R. Blackburn, Mission-level optimization: complex systems design for highly stochastic life cycle use case scenarios, in International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (American Society of Mechanical Engineers, 2020)
6.
Zurück zum Zitat J. Eddy, K. Lewis, Multidimensional design visualization in multiobjective optimization, in 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization (2002), pp. 1–11 J. Eddy, K. Lewis, Multidimensional design visualization in multiobjective optimization, in 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization (2002), pp. 1–11
7.
Zurück zum Zitat M.-E. Froese, M. Tory, Lessons learned from designing visualization dashboards. IEEE Comput. Graph. Appl. 36(2), 83–89 (2016)CrossRef M.-E. Froese, M. Tory, Lessons learned from designing visualization dashboards. IEEE Comput. Graph. Appl. 36(2), 83–89 (2016)CrossRef
8.
Zurück zum Zitat P. MacCalman, Multiobjective decision analysis with probability management for systems engineering trade-off analysis, in 2016 49th Hawaii International Conference on Systems Sciences (HICSS) (2016), pp. 1527–1536 P. MacCalman, Multiobjective decision analysis with probability management for systems engineering trade-off analysis, in 2016 49th Hawaii International Conference on Systems Sciences (HICSS) (2016), pp. 1527–1536
9.
Zurück zum Zitat A. Marler, Survey of multi-objective optimization methods for engineering. Struct. Multidisc. Optim. 26, 370–389 (2004)MathSciNetCrossRef A. Marler, Survey of multi-objective optimization methods for engineering. Struct. Multidisc. Optim. 26, 370–389 (2004)MathSciNetCrossRef
10.
Zurück zum Zitat M. Oghbaie, M. Pennock, W. Rouse, Understanding the efficacy of interactive visualization for decision making for complex systems, in Annual IEEE Systems Conference (SysCon) (2016), pp. 1–6 M. Oghbaie, M. Pennock, W. Rouse, Understanding the efficacy of interactive visualization for decision making for complex systems, in Annual IEEE Systems Conference (SysCon) (2016), pp. 1–6
11.
Zurück zum Zitat P.Y. Papalambros, D.J. Wilde, Principles of Optimal Design: Modeling and Computation, 3rd edn. (Cambridge University Press, Cambridge, 2017)CrossRef P.Y. Papalambros, D.J. Wilde, Principles of Optimal Design: Modeling and Computation, 3rd edn. (Cambridge University Press, Cambridge, 2017)CrossRef
12.
Zurück zum Zitat N.N. Ramly, F.M. Nor, N.H. Ahmad, M.H. Aziz, Comparative analysis on data visualization for operations dashboard. Int. J. Inf. Educ. Technol. 2(4), 287–290 (2012) N.N. Ramly, F.M. Nor, N.H. Ahmad, M.H. Aziz, Comparative analysis on data visualization for operations dashboard. Int. J. Inf. Educ. Technol. 2(4), 287–290 (2012)
13.
Zurück zum Zitat G. Sedrakyan, E. Mannens, K. Verbert, Guiding the choice of learning dashboard visualizations: linking dashboard design and data visualization concepts. J. Comput. Lang. 50, 19–38 (2019)CrossRef G. Sedrakyan, E. Mannens, K. Verbert, Guiding the choice of learning dashboard visualizations: linking dashboard design and data visualization concepts. J. Comput. Lang. 50, 19–38 (2019)CrossRef
14.
Zurück zum Zitat S. Hossain, Visualization of bioinformatics data with dash bio, in Proceedings of the 18th Python in Science Conference, ed. by C. Calloway, D. Lippa, D. Niederhut, D. Shupe (2019), pp. 126–133 S. Hossain, Visualization of bioinformatics data with dash bio, in Proceedings of the 18th Python in Science Conference, ed. by C. Calloway, D. Lippa, D. Niederhut, D. Shupe (2019), pp. 126–133
15.
Zurück zum Zitat A. Ustjanzew, J. Preussner, M. Bentsen, C. Kuenne, M. Looso, Creation of flexible, interactive and web-based dashboards for visualization of omics data, genomics, proteomics and bioinformatics, in ISSN (2021), pp. 1672–0229 A. Ustjanzew, J. Preussner, M. Bentsen, C. Kuenne, M. Looso, Creation of flexible, interactive and web-based dashboards for visualization of omics data, genomics, proteomics and bioinformatics, in ISSN (2021), pp. 1672–0229
Metadaten
Titel
An Interactive Dashboard to Support Design of an Artillery System
verfasst von
Stephanie McDonough
Ariela Litvin
Benjamin Steinwurtzel
Robert Feliciano
Steven Hoffenson
Mark Blackburn
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-49179-5_29

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