This paper presents a method for assessing the quality of a progressive design process by measuring the profitability of the product that the process generates. The proposed approach uses separations, a type of problem decomposition, to model progressive design processes. The subproblems in the separations correspond roughly to phases in the progressive design processes. The proposed method simulates the choices of a bounded rational designer for each subproblem using different search algorithms. This paper presents a simple two-variable problem to help describe the approach and then applies the approach to assess motor design processes. Different types and versions of these search processes are considered to determine if the results are robust to the decision-making model. The results indicate that well-designed progressive design processes are the best way to generate profitable product designs. Methods for assessing the quality of engineering design processes can be used to guide improvements to engineering design processes and generate more valuable products.

1.
Pahl
,
G.
, and
Beitz
,
W.
, 1996,
Engineering Design: A Systematic Approach
,
K.
Wallace
, ed.,
Springer
,
London
.
2.
Asimow
,
M.
, 1962,
Introduction to Design
,
Prentice-Hall
,
Englewood Cliffs, NJ
.
3.
Ullman
,
D. G.
, 2003,
The Mechanical Design Process
, 3rd ed.,
McGraw-Hill
,
Boston
.
4.
Ulrich
,
K. T.
, and
Eppinger
,
S. D.
, 2004,
Product Design and Development
, 3rd ed.,
McGraw-Hill
,
Irwin, NY
.
5.
Cooper
,
R. G.
, 1994, “
Third-Generation New Product Processes
,”
J. Prod. Innovation Manage.
0737-6782,
11
(
1
), pp.
3
14
.
6.
Cooper
,
R. G.
, 2008, “
The Stage-Gate Idea-to-Launch Process—Update, What's New, and NexGen Systems
,”
J. Prod. Innovation Manage.
0737-6782,
25
(
3
), pp.
213
232
.
7.
Herrmann
,
J. W.
, and
Schmidt
,
L. C.
, 2002, “
Viewing Product Development as a Decision Production System
,”
ASME
Paper No. DETC2002/DTM-34030.
8.
Herrmann
,
J. W.
, and
Schmidt
,
L. C.
, 2006, “
Product Development and Decision Production Systems
,”
Decision Making in Engineering Design
,
K.
Lewis
,
W.
Chen
, and
L. C.
Schmidt
, eds.,
ASME
,
New York
.
9.
Lewis
,
K.
, and
Mistree
,
F.
, 1998, “
Collaborative, Sequential, and Isolated Decisions in Design
,”
ASME J. Mech. Des.
0161-8458,
120
(
4
), pp.
643
652
.
10.
Shiau
,
C. -S. N.
, and
Michalek
,
J. J.
, 2009, “
Should Designers Worry About Market Systems?
,”
ASME J. Mech. Des.
0161-8458,
131
(
1
), p.
011011
.
11.
Hazelrigg
,
G. A.
, 1998, “
A Framework for Decision-Based Engineering Design
,”
ASME J. Mech. Des.
0161-8458,
120
, pp.
653
658
.
12.
Renaud
,
J. E.
, and
Gu
,
X.
, 2006, “
Decision-Based Collaborative Optimization of Multidisciplinary Systems
,”
Decision Making in Engineering Design
,
K.
Lewis
,
W.
Chen
, and
L. C.
Schmidt
, eds.,
ASME
,
New York
, pp.
173
186
.
13.
Michalek
,
J. J.
,
Ceryan
,
O.
,
Papalambros
,
P. Y.
, and
Koren
,
Y.
, 2006, “
Balancing Marketing and Manufacturing Objectives in Product Line Design
,”
ASME J. Mech. Des.
0161-8458,
128
(
6
), pp.
1196
1204
.
14.
Williams
,
N.
,
Azarm
,
S.
, and
Kannan
,
P. K.
, 2008, “
Engineering Product Design Optimization for Retail Channel Acceptance
,”
ASME J. Mech. Des.
0161-8458,
130
(
6
), p.
061402
.
15.
Smith
,
P. G.
, and
Reinersten
,
D. G.
, 1991,
Developing Products in Half the Time
,
Van Norstrand Reinhold
,
New York
.
16.
O’Donovan
,
B.
,
Eckert
,
C.
,
Clarkson
,
J.
, and
Browning
,
T. R.
, 2005, “
Design Planning and Modelling
,”
Design Process Improvement: A Review of Current Practice
,
J.
Clarkson
and
C.
Eckert
, eds.,
Springer
,
London
, pp.
60
87
.
17.
Adler
,
P. S.
,
Mandelbaum
,
A.
,
Nguyen
,
V.
, and
Schwerer
,
E.
, 1995, “
From Project to Process Management: An Empirically-Based Framework for Analyzing Product Development Time
,”
Manage. Sci.
0025-1909,
41
(
3
), pp.
458
484
.
18.
Johnson
,
E. W.
, and
Brockman
,
J. B.
, 1998, “
Measurement and Analysis of Sequential Design Processes
,”
ACM Trans. Des. Autom. Electron. Syst.
,
3
(
1
), pp.
1
20
.
19.
Browning
,
T. R.
, 2001, “
Applying the Design Structure Matrix to System Decomposition and Integration Problems: a Review and New Directions
,”
IEEE Trans. Eng. Manage.
0018-9391,
48
(
3
), pp.
292
306
.
20.
O’Donovan
,
B.
,
Eckert
,
C.
, and
Clarkson
,
P. J.
, 2004, “
Simulating Design Processes to Assist Design Process Planning
,”
ASME
Paper No. DETC2004-57612.
21.
Cho
,
S. -H.
, and
Eppinger
,
S. D.
, 2005, “
A Simulation-Based Process Model for Managing Complex Design Projects
,”
IEEE Trans. Eng. Manage.
0018-9391,
52
(
3
), pp.
316
328
.
22.
Wynn
,
D. C.
, and
John Clarkson
,
P.
, 2009, “
Design Project Planning, Monitoring and Re-Planning Through Process Simulation
,”
International Conference on Engineering Design, ICED’09
, Stanford University, Stanford, CA, Aug. 24–27.
23.
Eckert
,
C. M.
, and
Clarkson
,
P. J.
, 2003, “
The Reality of Design Process Planning
,”
International Conference on Engineering Design, ICED’03
, Stockholm, Sweden.
24.
Chang
,
T. -S.
, and
Ward
,
A. C.
, 1995, “
Conceptual Robustness in Simultaneous Engineering: A Formulation in Continuous Space
,”
Res. Eng. Des.
0934-9839,
7
(
2
), pp.
67
85
.
25.
Krishnan
,
V. D.
, and
Eppinger
,
S. D.
, and
Whitney
,
D. E.
, 1992, “
Ordering Cross-Functional Decision Making in Product Development
,” Working Paper No. 3299-91, https://dspace.mit.edu/bitstream/1721.1/2360/1/SWP-3299-24063233.pdfhttps://dspace.mit.edu/bitstream/1721.1/2360/1/SWP-3299-24063233.pdf
26.
Krishnan
,
V.
,
Eppinger
,
S. D.
, and
Whitney
,
D. E.
, 1997, “
Simplifying Iterations in Cross-Functional Design Decision Making
,”
ASME J. Mech. Des.
0161-8458,
119
, pp.
485
493
.
27.
Karimian
,
P.
, and
Herrmann
,
J. W.
, 2009, “
Separating Design Optimization Problems to Form Decision-Based Design Processes
,”
ASME J. Mech. Des.
0161-8458,
131
(
1
), p.
011007
.
28.
Gurnani
,
A.
, and
Lewis
,
K.
, 2008, “
Collaborative, Decentralized Engineering Design at the Edge of Rationality
,”
ASME J. Mech. Des.
0161-8458,
130
(
12
), p.
121101
.
29.
Schoeffler
,
J. D.
, 1971, “
Static Multilevel Systems
,”
Optimization Methods for Large-Scale Systems
,
D. A.
Wismer
, ed.,
McGraw-Hill
,
New York
, pp.
1
47
.
30.
Kirsch
,
U.
, 1981,
Optimum Structural Design
,
McGraw-Hill
,
New York
.
31.
Kim
,
H.
,
Ragon
,
S.
,
Soremekun
,
G.
, and
Malone
,
B.
, 2004, “
Flexible Approximation Model for Bi-Level Integrated System Synthesis
,”
Tenth AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
, Albany, NY, Aug. 30–Sep. 1, Paper No. AIAA 2004-4545.
32.
Kim
,
H. M.
,
Michelena
,
N. F.
,
Papalambros
,
P. T.
, and
Jiang
,
T.
, 2000, “
Target Cascading in Optimal System Design
,”
Proceedings of DETC 2000, 26th Design Automation Conference
, Baltimore, MD, Sep. 10–13, Paper No. DETC2000/DAC-14265.
33.
Kim
,
H. M.
,
Rideout
,
D. G.
,
Papalambros
,
P. Y.
, and
Stein
,
J. L.
, 2003, “
Analytical Target Cascading in Automotive Vehicle Design
,”
ASME J. Mech. Des.
0161-8458,
125
(
3
), pp.
481
489
.
34.
Tosserams
,
S.
,
Kokkolaras
,
M.
,
Etman
,
L. F. P.
, and
Rooda
,
J. E.
, 2008, “
Extension of Analytical Target Cascading Using Augmented Lagrangian Coordination for Multidisciplinary Design Optimization
,”
Twelfth AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference
, Victoria, BC, Canada, Sep. 10–12.
35.
Bloebaum
,
C. L.
,
Hajela
,
P.
, and
Sobieszczanski-Sobieski
,
J.
, 1992, “
Non-Hierarchic System Decomposition in Structural Optimization
,”
Eng. Optimiz.
0305-215X,
19
(
3
), pp.
171
186
.
36.
Wujek
,
B. A.
,
Renaud
,
J. E.
,
Batill
,
S. M.
, and
Brockman
,
J. B.
, 1996, “
Concurrent Subspace Optimization Using Design Variable Sharing in a Distributed Computing Environment,” Concurrent Engineering
,”
Research and Applications
,
4
(
4
), pp.
361
377
.
37.
Chen
,
L.
, and
Li
,
S.
, 2001, “
Concurrent Parametric Design Using a Multifunctional Team Approach
,”
ASME
Paper No. DAC-21038.
38.
Simon
,
H. A.
, 1997,
Models of Bounded Rationality
,
MIT Press
,
Cambridge, MA
, Vol.
3
.
39.
Simon
,
H. A.
, 1997,
Administrative Behavior
, 4th ed.,
Free
,
New York
.
40.
Gerd
,
G.
, and
Todd
,
P. M.
, 1999,
Simple Heuristics That Make Us Smart
,
Oxford University Press
,
New York
.
41.
March
,
J.
, and
Simon
,
H.
, 1993,
Organizations
, 2nd ed.,
Blackwell
,
Cambridge, MA
.
42.
Dym
,
C. L.
,
Wood
,
W. H.
, and
Scott
,
M. J.
, 2002, “
Rank Ordering Engineering Designs: Pairwise Comparison Charts and Borda Counts
,”
Res. Eng. Des.
0934-9839,
13
(
4
), pp.
236
242
.
43.
Mintzberg
,
H.
,
Raisinghani
,
D.
, and
Theoret
,
A.
, 1976, “
The Structure of Unstructured Decision Processes
,”
Adm. Sci. Q.
0001-8392,
21
(
2
), pp.
246
275
.
44.
Nutt
,
P. C.
, 2005, “
Search During Decision-Making
,”
Eur. J. Oper. Res.
0377-2217,
160
, pp.
851
876
.
45.
Wang
,
Y.
, and
Chiew
,
V.
, 2008, “
On the Cognitive Process of Human Problem Solving
,”
Cogn. Syst. Res.
,
11
, pp.
81
92
.
46.
Simpson
,
T. W.
, 1998, “
A Concept Exploration Method for Product Family Design
,” Ph.D. thesis, Georgia Institute of Technology, Atlanta, GA.
47.
Simpson
,
T. W.
, 2006, “
Methods for Optimizing Product Platforms and Product Families
,”
Product Platform and Product Family Design: Methods and Applications
,
T. W.
Simpson
,
Z.
Siddique
, and
J.
Jiao
, eds.,
Springer
,
New York
.
48.
Wassenaar
,
H. J.
,
Kumar
,
D.
, and
Chen
,
W.
, 2006, “
Discrete Choice Demand Modeling for Decision-Based Design
,”
Decision Making in Engineering Design
,
K.
Lewis
,
W.
Chen
, and
L. C.
Schmidt
, eds.,
ASME
,
New York
.
49.
Wassenaar
,
H. J.
, and
Chen
,
W.
, 2001, “
An Approach to Decision-Based Design
,”
ASME
Paper No. DETC01/DTM-21683.
50.
Simon
,
H. A.
, 1981,
The Sciences of the Artificial
, 2nd ed.,
MIT Press
,
Cambridge, MA
.
51.
Sandberg
,
J.
, 2001, “
Understanding Competence at Work
,”
Harvard Bus. Rev.
0017-8012,
73
(
3
), pp.
24
28
.
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