Abstract

Flexible design, often embodied as Real Options, has proven valuable in sustaining system performance under operational uncertainty. By building “options,” decision-makers buy the right, but not the obligation, to upgrade at a later time. Prior studies implicitly assume decision-makers can “call” the option in a timely manner, however, in most sociotechnical systems, this is far from certain. Budget cycles, supply chain logistics and separation of authority and budget lead to implementation delays. To test, we developed a Monte Carlo simulation of a representative Army vehicle project. We first replicate prior studies without implementation delays, then incorporate delays for comparison. Once added, the value of flexibility degrades rapidly. The rate of degradation varies based on the flexibility strategy. Our results suggest a need to consider implementation uncertainty in evaluating flexible design options and open a new path for matching flexible design strategies to anticipated sources of implementation uncertainty.

References

1.
Fricke
,
E.
, and
Schulz
,
A. P.
,
2005
, “
Design for Changeability (DfC): Principles to Enable Changes in Systems Throughout Their Entire Lifecycle
,”
Syst. Eng.
,
8
(
4
), pp.
342
359
. 10.1002/sys.20039
2.
Hastings
,
D.
, and
McManus
,
H.
,
2005
, “
A Framework for Understanding Uncertainty and its Mitigation and Exploitation in Complex Systems
,”
15th Annual International Symposium of the International Council On Systems Engineering (INCOSE)
,
Rochester, NY
, pp.
29
31
.
3.
De Weck
,
O.
,
Eckert
,
C. M.
, and
Clarkson
,
P. J.
,
2007
, “
A Classification of Uncertainty for Early Product and System Design
,”
Proceedings of ICED 2007, the 16th International Conference on Engineering Design
,
Paris, France
,
July 28–31
, pp.
159
160
.
4.
Cox
,
A.
, and
Szajnfarber
,
Z.
,
2015
, “
Case Study Research of User Design Methods
,”
Proceedings of the International Annual Conference of the American Society for Engineering Management
,
Indianapolis, IN
, p.
1
.
5.
De Weck
,
O. L.
,
De Neufville
,
R.
, and
Chaize
,
M.
,
2004
, “
Staged Deployment of Communications Satellite Constellations in Low Earth Orbit
,”
J. Aerosp. Comput. Inf. Commun.
,
1
(
3
), pp.
119
136
. 10.2514/1.6346
6.
De Neufville
,
R.
,
Scholtes
,
S.
, and
Wang
,
T.
,
2006
, “
Real Options by Spreadsheet: Parking Garage Case Example
,”
J. Infrastruct. Syst.
,
12
(
2
), pp.
107
111
. 10.1061/(ASCE)1076-0342(2006)12:2(107)
7.
Mikaelian
,
T.
,
Rhodes
,
D. H.
,
Nightingale
,
D. J.
, and
Hastings
,
D. E.
,
2011
, “
A Logical Approach to Real Options Identification With Application to Uav Systems
,”
IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum.
,
42
(
1
), pp.
32
47
. 10.1109/TSMCA.2011.2157133
8.
Lin
,
J.
,
de Weck
,
O.
,
de Neufville
,
R.
, and
Yue
,
H. K.
,
2013
, “
Enhancing the Value of Offshore Developments With Flexible Subsea Tiebacks
,”
J. Petr. Sci. Eng.
,
102
, pp.
73
83
. 10.1016/j.petrol.2013.01.003
9.
Esders
,
M.
,
Della Morte
,
N.
, and
Adey
,
B.
,
2015
, “
A Methodology to Ensure the Consideration of Flexibility and Robustness in the Selection of Facility Renewal Projects
,”
Int. J. Archit. Eng. Constr.
,
4
(
3
), pp.
126
139
. 10.7492/icsdm.2015.013
10.
Cardin
,
M.-A.
,
Ranjbar-Bourani
,
M.
, and
De Neufville
,
R.
,
2015
, “
Improving the Lifecycle Performance of Engineering Projects With Flexible Strategies: Example of On-Shore Lng Production Design
,”
Syst. Eng.
,
18
(
3
), pp.
253
268
. 10.1002/sys.21301
11.
Kang
,
N.
,
Bayrak
,
A. E.
, and
Papalambros
,
P. Y.
,
2018
, “
Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties
,”
ASME J. Mech. Des.
,
140
(
10
), p.
101404
. 10.1115/1.4040629
12.
Szajnfarber
,
Z.
,
McCabe
,
L.
, and
Rohrbach
,
A.
,
2015
, “
Architecting Technology Transition Pathways: Insights From the Military Tactical Network Upgrade
,”
Syst. Eng.
,
18
(
4
), pp.
377
395
. 10.1002/sys.21311
13.
Ross
,
A. M.
,
Rhodes
,
D. H.
, and
Hastings
,
D. E.
,
2008
, “
Defining Changeability: Reconciling Flexibility, Adaptability, Scalability, Modifiability, and Robustness for Maintaining System Lifecycle Value
,”
Syst. Eng.
,
11
(
3
), pp.
246
262
. 10.1002/sys.20098
14.
Saleh
,
J. H.
,
Mark
,
G.
, and
Jordan
,
N. C.
,
2009
, “
Flexibility: a Multi-Disciplinary Literature Review and a Research Agenda for Designing Flexible Engineering Systems
,”
J. Eng. Des.
,
20
(
3
), pp.
307
323
. 10.1080/09544820701870813
15.
Chalupnik
,
M. J.
,
Wynn
,
D. C.
, and
Clarkson
,
P. J.
,
2009
, “
Approaches to Mitigate the Impact of Uncertainty in Development Processes
,”
Proceedings of ICED 09, the 17th International Conference on Engineering Design
,
Palo Alto, CA
,
Aug. 24–27
, pp.
459
470
.
16.
Ryan
,
E. T.
,
Jacques
,
D. R.
, and
Colombi
,
J. M.
,
2013
, “
An Ontological Framework for Clarifying Flexibility-Related Terminology Via Literature Survey
,”
Syst. Eng.
,
16
(
1
), pp.
99
110
. 10.1002/sys.21222
17.
Wang
,
T.
, and
De Neufville
,
R.
,
2005
, “
Real Options “In” Projects
,”
Real Options Conference
,
Paris, France
.
18.
De Neufville
,
R.
, and
Scholtes
,
S.
,
2011
,
Flexibility in Engineering Design
,
MIT Press
,
Cambridge, MA
.
19.
McConnell
,
J. B.
,
2007
, “
A Life-Cycle Flexibility Framework for Designing, Evaluating, and Managing Complex Real Options: Case Studies in Urban Transportation and Aircraft Systems
,”
Ph.D. thesis
,
MIT
,
Cambridge, MA
.
20.
Cardin
,
M.-A.
,
2014
, “
Enabling Flexibility in Engineering Systems: a Taxonomy of Procedures and a Design Framework
,”
ASME J. Mech. Des.
,
136
(
1
), p.
011005
. 10.1115/1.4025704
21.
Trigeorgis
,
L.
,
1996
,
Real Options: Managerial Flexibility and Strategy in Resource Allocation
,
MIT Press
,
Cambridge, MA
.
22.
Cardin
,
M.-A.
,
Xie
,
Q.
,
Ng
,
T. S.
,
Wang
,
S.
, and
Hu
,
J.
,
2017
, “
An Approach for Analyzing and Managing Flexibility in Engineering Systems Design Based on Decision Rules and Multistage Stochastic Programming
,”
IISE Trans.
,
49
(
1
), pp.
1
12
. 10.1080/0740817X.2016.1189627
23.
Cardin
,
M.-A.
,
Deng
,
Y.
, and
Sun
,
C.
,
2017
, “
Real Options and Flexibility Analysis in Design and Management of One-Way Mobility On-Demand Systems Using Decision Rules
,”
Trans. Res. Part C: Emer. Tech.
,
84
, pp.
265
287
. 10.1016/j.trc.2017.08.006
24.
Zhang
,
S.
, and
Cardin
,
M.-A.
,
2017
, “
Flexibility and Real Options Analysis in Emergency Medical Services Systems Using Decision Rules and Multi-Stage Stochastic Programming
,”
Trans. Res. Part E: Logis. Trans. Rev.
,
107
, pp.
120
140
. 10.1016/j.tre.2017.09.003
25.
Caunhye
,
A. M.
, and
Cardin
,
M.-A.
,
2018
, “
Towards More Resilient Integrated Power Grid Capacity Expansion: A Robust Optimization Approach With Operational Flexibility
,”
Energy Economics
,
72
, pp.
20
34
. 10.1016/j.eneco.2018.03.014
26.
Spears
,
C. M.
,
2008
, “
You Go to War With the Army You Have, Not the Army You Might Want Or Need: A Case Study in Army Mediated Crisis Management
,” Master’s thesis,
University of Tennessee
,
Knoxville
.
27.
U.S. Government Accountability Office
,
2005
,
Government Accountability Office Report 05-275: Defense Logistics: Actions Needed to Improve the Availability of Critical Items During Current and Future Operations
.
28.
House Armed Services Committee
,
2006
,
House Report 109-731 – Report of the Activities of the Committee on Armed Services for the 109th Congress
.
29.
Lamb
,
C. J.
,
Schmidt
,
M. J.
, and
Fitzsimmons
,
B. G.
,
2009
, “
Mraps, Irregular Warfare, and Pentagon Reform
,”
Technical Report
,
National Defense University, Institute for National Strategic Studies
.
30.
O’Hanlon
,
M. E.
, and
Campbell
,
J. H.
,
2008
, “
Iraq Index: Tracking Variables of Reconstruction & Security in Post-Saddam Iraq
,”
Technical Report
,
Brookings Institute
.
31.
de Neufville
,
R.
,
Lee
,
Y. S.
, and
Scholtes
,
S.
,
2008
, “
Flexibility in Hospital Infrastructure Design
,”
IEEE Conference on Infrastructure Systems
,
Rotterdam, Netherlands
, pp.
8
10
.
32.
Office of the Under Secretary of Defense (Comptroller)/Chief Financial Officer
,
2019
,
Program Acquisition Costs by Weapon System, United States Department of Defense Fiscal Year 2020 Budget Request
.
33.
Department of the Army
,
2018
,
Field Manual 3-0, Operations
.
34.
Department of the Army
,
2017
,
Fiscal Year (FY) 2018 President's Budget Submission: Military Personnel, Army, Justification Book
.
35.
Bonds
,
T. M.
,
Baiocchi
,
D.
, and
McDonald
,
L. L.
,
2010
, “
Army Deployments of OIF and OEF
,”
Tech. Rep.
,
RAND Arroyo Center
,
Santa Monica, CA
.
36.
U.S. Office of Management and Budget (OMB)
,
2019
,
Discount Rates for OMC Circular No. A-94
.
37.
Department of the Army
,
2019
,
Fiscal Year (FY) 2018 President's Budget Submission: Volume I, Operations and Maintenance, Army, Justification of Estimates
.
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