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| Constraint Dominance Relation in Engineering Design |
Reasoning
about relationships among design constraints can facilitate
objective and effective decision making at various stages of
engineering design. Exploiting dominance among constraints is one
particularly strong approach to simplifying design problems and to
focusing designers’ attention on critical design issues.
Three
distinct approaches to constraint dominance identification have been
reported in the literature. We study the basic principles of these
approaches with simple examples and then study their relative
advantages and disadvantages (Figure 2).
We apply
these methods to a practical linear electric actuator design
problem. The task is to design a direct drive electric actuator as
an alternative to the existing hydraulic cylinder drive of a
Universal Modular Mast (or periscope
hoist assembly) of a submarine as shown in Figure 1. Linear
Synchronous Motors (LSM) are potential design options (Figure 3). A
number of configurations are possible for a LSM including
single-sided, double sided or tubular LSMs.
With the
help of the design problem we demonstrate strategies to
synergistically employ the dominance identification methods.
Specifically, we present an approach that utilizes the transitive
nature of the dominance relation. The identification of dominance
provides insight into the design of linear actuators, which leads to
effective decisions at the conceptual stage of the design.
We show
that the dominance determination methods can be synergistically
employed with other constraint reasoning methods such as Interval
Propagation methods and Monotonicity Analysis to achieve an optimal
solution for a particular design configuration of the linear
actuator. The dominance determination methods and strategies for
their employment are amenable for automation and can be part of a
suite of tools available to assist the designer in detailed as well
as conceptual design.

Figure 1 |

Figure 2 |

Figure 3 |
Dominance among constraints exists when the
satisfaction of one constraint guarantees the satisfaction
of another, rendering the second constraint irrelevant.
Identifying dominance not only facilitates numerical
solution but may also focus the designer’s attention on
critical aspects of the design. A number of dominance
identification methods have been described in the
literature, including the Constraint Difference Method,
the Constraint Transformation Method, and the
Necessary-Sufficient Interval Method.
We elaborate on the basis for and the character of
these methods and we discuss relative similarities,
differences, strengths, and weaknesses of the methods.
We also discuss computational issues relevant to the
application of these methods, most specifically function
range determination and interval analysis issues.
We observe that the differences among the methods
lead to advantages for each method in circumstances that
depend on the nature of the constraints and the extent of
the design space. These distinct advantages suggest a
synergism among the methods in the identification of
constraint dominance in complex design problems.
Journal Articles in Engineering Design Area
Intelligent Strategies for the
Application of the Constraint Dominance Methods: Demonstration with
Linear Motor Design Problem
Deshpande, A. D., and
Rinderle, J. R.,Artificial Intelligence for Engineering Design,
Analysis and Manufacturing (AIEDAM), Special Issue on Constraints
and Design.
[Abstract], Download:
pdf [KB]
Constraint Dominance Identification
Methods
Rinderle, J. R., and Deshpande, A. D.,
Submitted to
Journal of Mechanical Design.
[Abstract]
Conference Papers in Engineering Design Area
Constraint Dominance Methods Applied to
the Design of a Linear Synchronous Motor
Deshpande, A. D., and Rinderle,
J. R., In International Design Engineering
Technical Conference, 2003. [Abstract], Download:
pdf [KB]
Constraint Dominance Determination Methods
Rinderle, J. R., and
Deshpande, A. D., In ASME Design Theory and Methodology Conference,
2003. [Abstract], Download:
pdf [KB]
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