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The Methods and Approaches of Explainable Artificial Intelligence Read chapter Read first chapter

2021 | OriginalPaper | Chapter

Endogenous Factors Affecting the Cost of Large-Scale Geo-Stationary Satellite Systems

Authors : Nazareen Sikkandar Basha, Leifur Leifsson, Christina Bloebaum

Published in: Computational Science – ICCS 2021

Publisher: Springer International Publishing

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Abstract

This work proposes the use of model-based sensitivity analysis to determine important internal factors that affect the cost of a large-scale complex engineered systems (LSCES), such as geo-stationary communication satellites. A physics-based satellite simulation model and a parametric cost model are combined to model a real-world satellite program whose data is extracted from selected acquisitions reports. A variance-based global sensitivity analysis using Sobol’ indices computationally aids in establishing internal factors. The internal factors in this work are associated with requirements of the program, operations and support, launch, ground equipment, personnel required to support and maintain the program. The results show that internal factors such as the system based requirements affect the cost of the program significantly. These important internal factors will be utilized to create a simulation-based framework that will aid in the design and development of future LSCES.

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Literature
1.
2.
3.
Defense Acquisition Management Information Retrieval: Selected acquisition report - advanced extremely high frequency (2011)
4.
Beaurepaire, P., Broggi, M., Patelli, E.: Computation of the Sobol’ indices using importance sampling. In: Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management, pp. 2115–2124 (2014)
5.
Bhatia, G.V., Kannan, H., Bloebaum, C.L.: A game theory approach to bargaining over attributes of complex systems in the context of value-driven design. In: 54th AIAA Aerospace Sciences Meeting, San Diego, California, USA, p. 0972 (2016)
6.
Bhatia, G.V.: A game theory approach to negotiations in defense acquisitions in the context of value-driven design: An aircraft system case study. MsT, p. 63 (2016)
7.
Bloebaum, C., Sobieszczanski-Sobieski, J.: Sensitivity based coupling strengths in complex engineering systems. In: 34th Structures, Structural Dynamics and Materials Conference, La Jolla, CA, USA, p. 1472 (1993)
8.
Bloebaum, C.L., Collopy, P.D., Hazelrigg, G.A.: NSF/NASA workshop on the design of large-scale complex engineered systems—from research to product realization. In: 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Indianapolis, Indiana, USA, vol. 5572 (2012)
9.
Chaplain, C.T.: Space acquisitions: DOD continues to face challenges of delayed delivery of critical space capabilities and fragmented leadership, statement of Cristina T. Chaplain, director, acquisition and sourcing management, testimony before the subcommittee on strategic forced, committee on armed services, US Senate. United States. Government Accountability Office. No. GAO-17-619T, United States. Government Accountability Office (2017)
10.
Deshmukh, A., Collopy, P.: Fundamental research into the design of large-scale complex systems. In: 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Fort Worth, Texas, USA, p. 9320 (2010)
11.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-04-476. General Accounting Office, Washington, DC (2004)
12.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-05-476. General Accounting Office, Washington, DC (2005)
13.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-06-391. General Accounting Office, Washington, DC (2006)
14.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-07-406. General Accounting Office, Washington, DC (2007)
15.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-08-467. General Accounting Office, Washington, DC (2008)
16.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-09-326. General Accounting Office, Washington, DC (2009)
17.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-10-388. General Accounting Office, Washington, DC (2010)
18.
Dodaro, G.L.: Defense acquisitions: assessments of selected weapon programs. GAO-11-233. General Accounting Office, Washington, DC (2011)
19.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO12-400. General Accounting Office, Washington, DC (2012)
20.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-13-294. General Accounting Office, Washington, DC (2013)
21.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-14-340. General Accounting Office, Washington, DC (2014)
22.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-15-342. General Accounting Office, Washington, DC (2015)
23.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-16-329. General Accounting Office, Washington, DC (2016)
24.
Dodaro, G.L.: Assessments of major weapon programs. Technical report, GAO-17-333. General Accounting Office, Washington, DC (2017)
25.
Kannan, H.: An MDO augmented value-based systems engineering approach to holistic design decision-making: a satellite system case study. Ph.D. thesis, Iowa State University (2015)
26.
Kannan, H., Bloebaum, C.L., Mesmer, B.: Incorporation of coupling strength models in decomposition strategies for value-based MDO. In: 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Atlanta, GA, USA, p. 2430 (2014)
27.
Kwasa, B., Kannan, H., Mesmer, B., Bloebaum, C.: Capturing trust as organizational uncertainty in a value-based systems engineering framework. In: International Annual Conference of the American Society for Engineering Management, Huntsville, AL (2017)
28.
Lewis, K.E., Collopy, P.D.: The role of engineering design in large-scale complex systems. In: 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference and 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Indianapolis, Indiana, USA, vol. 5573 (2012)
29.
Lightsey, B.: Systems engineering fundamentals. Technical report, Defense Acquisition University, Fort Belvoir, VA (2001)
30.
Lilburne, L., Tarantola, S.: Sensitivity analysis of spatial models. Int. J. Geogr. Inf. Sci. 23(2), 151–168 (2009)CrossRef
31.
McBride, S., Paret, A.: Cost estimating in the department of defense and areas for improvement. Technical report, Naval Postgraduate School (2010)
32.
Saltelli, A.: Making best use of model evaluations to compute sensitivity indices. Comput. Phys. Commun. 145(2), 280–297 (2002)CrossRef
33.
Schwartz, M.: Defense acquisitions: how DOD acquires weapon systems and recent efforts to reform the process. Library of Congress Washington Dc Congressional Research Service (2010)
34.
35.
Sikkandar Basha, N., Bloebaum, C., Kwasa, B.: Study of cost overrun and delays of DoD’s space acquisition program. In: Proceedings of the International Annual Conference of the American Society of Engineering Management, Coeur d’Alene, Idaho, USA (2018)
36.
Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Math. Comput. Simul. 55(1–3), 271–280 (2001)MathSciNetCrossRef
37.
38.
39.
Walker, D.M.: Assessments of major weapon programs. Technical report, GAO-03-476. General Accounting Office, Washington, DC (2003)
40.
Wertz, J.R., Everett, D.F., Puschell, J.J.: Space Mission Engineering: The New SMAD. Microcosm Press, Portland (2011)
Metadata
Title
Endogenous Factors Affecting the Cost of Large-Scale Geo-Stationary Satellite Systems
Authors
Nazareen Sikkandar Basha
Leifur Leifsson
Christina Bloebaum
Copyright Year
2021
Book
Computational Science – ICCS 2021

Print ISBN: 978-3-030-77969-6

Electronic ISBN: 978-3-030-77970-2

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-3-030-77970-2_29

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