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Transcript of My Journal Paper Sha Version 3
Development of a Design Feature Database to support Design for Additive Manufacturing
Shajahan Bin Maidin and Dr R. I. CampbellDepartment of Design & Technology, Loughborough University,
Loughborough, United Kingdom
Abstract
This paper introduces a method to aid the conceptual design of additive manufactured product or part particularly for the Selective Laser Sintering (SLS) system to enable the achievement of improved design concepts by implementing the tool in the form of additive manufactured design feature database. A taxonomy has been developed as a guide for the development of the tool that comprises four taxons of reasons for additive manufacturing (AM) utilisations. These are user fit requirements, improved product functionality, parts consolidation and improvement of aesthetics (or form). Each of these requirements has been expanded into thirteen sub categories of application that contains various examples of design features that are only possible to manufacture using AM technology. The collected and grouped design features will be presented in a form of a database as a method to aid designing for AM by enabling industrial designers to visualise and gather design feature information that could be incorporated into their own design work. Finally, the results from the user trial and the validation of the tool are presented.
Keywords
Additive Manufacturing, Laser Sintering, Design Support Tool, Design Feature Taxonomy & Design Feature Database
Correspondence DetailsCorresponding Author: Shajahan Bin MaidinEmail address: [email protected] address: Department of Design & Technology
Loughborough UniversityLeicestershireLE11 3TUUnited Kingdom
1. Introduction
AM is a process and technology that currently has the potential and promise for
great flexibility in supporting customization of products via creative design, less
tooling cost and fast product development cycle time that enable companies to be
competitive in the market. One of the most important factors that enable this time
compression technique is the process of fast development of design ideas. At
present, industrial designers design additive manufactured part or product without a
proper design support tool, thus would sometimes reach wrong perceptions of the
value and advantage of designing for AM.
Use of current AM technology is developing a large amount of design information
such as the innovative design features and complex geometry that is generated
during designing a product or part for AM. This information often does not get
recorded, resulting in a potential loss of important design knowledge. This paper
introduces a method to aid the conceptual design of AM product or part particularly
for the Selective Laser Sintering (SLS) system to enable the achievement of
improved design concepts by implementing a tool in the form of additive
manufactured design feature database. This is expected to contribute new
knowledge to the development of the design support tool useful to industrial
designers.
1.1 Previous Work
The subject of design for AM is relatively new and thus not much information on how
to best exploit the advantages that it offers from the perspective of design. Most of
the AM support tools developed to date have been focusing on AM material and
system selection (Campbell and Bernie 1996) (Bibb, Taha et al. 1999) (Phillipson
1997)(Jones and Campbell 1997)(Masood and Soo 2002)(Byun and Lee 2005)(Rao
and Padmanabhan 2007)(Munguia 2008) (Cheng, Fuh et al. 1995)(Xu, Wong et al.
1997) (Lan, Chou et al. 1997) (Pandey, Thrimurtullu et al. 2004) (Pandey, Venkata
Reddy et al. 2007)
At present there are few established design support tools to aid industrial designers
to design products specifically for AM processes such as laser sintering. Previous
work, undertaken by Burton (2005) hypothesises that he can manipulate existing
Design for Manufacture (DFM) concept into his design for additive manufacturing
(DfAM) strategy. Providing a questionnaire feedback to five areas of concern to AM
such as production volume, part or product form, its function, its construction and
logistics issue confirms that a part or product is suitable for additive manufacture
and provide the concepts profile statements (Burton 2005). The statements serve as
guidelines and advice as to how to best exploit the design benefits of AM. However,
this method is time consuming because it was done manually. Moreover, there are
limited concepts profile statements and design features examples. Other authors
have made statements of what should constitute AM design methodology. Adding
aesthetic quality and consolidating parts are seen as techniques that AM design
methodology should adopt (Hague, Mansour et al. 2004).
Page at el. (2005), demonstrated the generation of 3D CAD data using coded
pattern projection and laser triangulation systems. The research demonstrated the
generation of 3D models using these two systems and claimed that imaging-based
scanners offer faster and more automated methods of generating CAD models
(Page, Koschan et al. 2005)
Kruf et al. (2006) published an ongoing research on design for AM of functional LS
parts that focus on materials properties and reproducibility, AM texturing software,
coatings for LS parts and design rules for LS. This research is about the use of
Computer Aided Optimization (CAO) software that has been used to remove non-
efficient material from an initial 3D CAD model to create a new design optimised for
laser sintering (Kruf, Van de Vorst et al. 2006)
Gerber (2008) proposed a design for manufacture guideline specifically for laser
sintering parts by selecting and analysing a range of available design for injection
moulding guidelines. However the accuracy of the design guideline for laser
sintering that have been proposed have to be verified by experimental work to
ensure it is reliable and relevant (Gerber and Barnard 2008)
Ariadi (2008) proposed a design template which a simple program containing a
database of product family architecture which allows consumers to customise the
features or aspects of a products design which is expected to be easy-to-operate for
instead of conventional Computer Aided Design. However, the interface between
design template, customisation features (uploading photo/image/logo, texting) and
pre-manufacturing process (creating STL file) still needs to be developed further
(Ariadi and Rennie 2008).
2. Development of the AM design feature taxonomy
A decision was made to apply a “software rapid prototyping” approach to develop
the design aid tool for AM. The starting point for this was the categorisation of 113
additive manufactured design features that have been gathered and grouped into a
taxonomy that would form the basis to assist the development of the design support
tool. Some examples of these design features are shown in Table 1. Taxonomy is
normally developed by analysing various sources of literatures and various domains
and grouping similar information until all the sub groups are included in a particular
group. However, there were not much published material existed to support and
form a comprehensive and organised AM design feature taxonomy. Therefore,
several iterations of the taxonomy were proposed before a satisfactory classification
was achieved.
A total of 113 design features have been collected progressively and a decision was
made to group and categorise them accordingly to form a taxonomy. Figure 1 to
Figure 4 shows four versions of the taxonomy. Finally, a decision was made to
select and developed further the taxonomy base on AM reasons of utilisations
because from an inital study conducted, it was noticed that one of the most
important issue related to designing for AM is it’s reasons of utilisation.
Figure 1 shows taxonomy of design features that have been divided into internal and
external design features. This taxonomy has been developed to group the design
features according to features that could be visualise externally and features that
was included internally in a part or product. As AM supports freedom of design, this
taxonomy was developed to group the design features by external and internal
geometries. Figure 2 shows another variation of the taxonomy. It is a taxonomy of
additive manufactured design features that has been grouped under functionality
and form. The justification behind the development of this features is, as AM
improve product functionality and also capable to manufacture complex design
features, the design features that has been collected has been grouped under these
two taxons.
Feature 1: Integrated ball and socket
Functionality Keywords:
i. Ball jointii. Encapsulationiii. Spherical movementiv. Self-levellingv. Ready assembled
Application: Consumer productMaterial: SLSOriginating Designer: Ian Campbell, Loughborough University, UK
Feature 2 : Snap fit hook
Functionality Keywords:
i. fasteningii. holding
Application: Avionic Enclosure Material: SLSOriginating Designer: Du Plessis, Saab Aviatronics, South Africa
Feature 3 : Internally Hinged Button
Functionality Keywords:
i. Integral buttonii. Internal accessiii. Hingeiv. Orthogonal operation
Application: AutomotiveMaterial: SLSOriginating Designer : Mike Burton, RMIT Australia
Table 1: Examples of Additive Manufactured Design Features
AM Design FeaturesExternal Design Features
Enclosed Volume
Thin Wall
Lofted Surface
Customised Thread / Helix
Embossed FeatureLogo
Serial Number
External Blade
Mounting Boss
Snap Fit Hook
Revolved Feature
Assembly Integration
Dual Functional Product
Circular Pocket
Sweeped Feature
Conformal Geometry
Rectangular Pocket
Spiral
Knot
Biomimics
Parts Consolidation
Internal Design Features Internal Channel
Internal Core Section
Internal Blade
Selective Reinforce Feature
Internal Hinge Button
Integrated Ball & Socket
Internal Chassis
Close Fit Enclosure
Integrated Cable Support
Internal Cooling Feature
Undercut
Variable Wall Thickness
HoleThreaded
Countersunk
Counter Bore
Blind
Drafted
Shelling
Internal Voids
Internal Flow Path
Dual Materials
Figure 1: Taxonomy of Internal and External AM Design Features
AM Design Features
Functionality
Enclosed Volume
Customised Thread
External Blade
Snap Fit Hook
Assembly Integration
Dual Functional Product
Dual Materials
Conformal Geometry
Form or Features
Drafted Feature
Shelling
Revolve Feature
Circular pocket
Sweeped Feature
Rectangular pocket
Spiral
Mounting boss
Knot (Fabrics)
Bio mimics (Asthethics)
Lofted Surface
Helix
Hole
Blind
Through
Embossing
Logo
Serial Number
Text
Thin Wall
Rib Feature
Figure 2: Taxonomy of Functionality and Form of AM design features
One of the methods to provide design aid for conceptual design of AM part or
product is having visual examples of design features by areas of application. Figure
3 shows a taxonomy of AM design features that has been grouped under areas of
applications. The areas of applications are medical, sport, consumer product,
automotive, military and marine, aerospace, motorsport and fabrics. These areas of
applications has been grouped under three taxons namely customised features,
consolidated features, complex geometrical features.
Figure 4 shows AM design feature taxonomy of functionality & complex geometrical
features which is similar to Figure 3. However, under the functionality taxon, the
design features that has been collected was grouped under eight different sub
categories namely fastening or holding features, weight reduction features,
embbosed features, size variations features, personalised parts or product,
consolidated parts, dual functionality product and dual material product. Under the
complex geometry taxon, the design features was grouped under instant assembly,
internal structuring, shape optimisation and profile features.
Following a pilot study with the MSc Industrial Design Postgraduate students from
the department during the first year of the research, it was noticed that one of the
most important issue related to designing for AM is its reasons of utilisation.
Designers have to understand the advantages and limitations of AM and its reasons
of utilisation prior to design and producing parts or product with AM systems. Figure
5 shows the design feature taxonomy base on AM reasons of utilisation. The second
level of taxons shows five groups of AM reason of applications that are user fit
requirement, improve functionality requirement, parts consolidation requirement,
aesthetics or form requirement and dual material requirement. There are fifteen sub
categories of applications that have been further expanded from the second level of
taxons. There are various design features that have been grouped under this
second level of taxons. Figure 6 shows a second version and Figure 7 shows the
simplified version of the final taxonomy that consist of four reasons of AM utilisation
and its thirteen sub categories of applications.
Figure 3: AM application design features
AM Design Features ApplicationsCustomised
Features Medical
Ear Implant
Dental Implant
Face / Body Reconstruction
Scaffold
Sport
Footwear
Body / Head Protective
Consumer Product
Furniture
Fashion
Electronics Appliances
Consolidated Features
Automotive
Dashboard
Military and Marine
Engine
UAV
Whale tracking device
Aerospace
Air Duct
Motorsport
Formula 1 Air Duct
Sport engine
Complex Geometrical Features
Consumer Product
Furniture
Arts
Electronic Products
Fabrics
Knots
Automotive
Dashboard
Body
Jigs & Fixtures
Why AM?
User fit requirement
Sport
Protective sport
garment
Golf Club Grip
Sport Safety Helmet
Rowing Helmet
Medical
Hearing Aid
Dental Joint
Skull Joint
Consumer Product
Joystick
Improve functionalityCombi
ne Functionality
Smoke
alarm & bulb holde
r
Weight
ReductionUndercut
Thin wall
Variable
wall thicknessInternal
selective reinforcin
gHollow
structure
Internal
Structuring
Internal
channel – cable route etc Internal
flow path
– liquid etcInternal
Blade
Geometr
yInternal
cooling
feature
Internal
shelving
Multiple
versionsSize
Variations
Customis
ed Thread
Surface
texture
Parts Consolidation
Remove Fasteners
Internal cable support
Snap fit hook
Mounting boss
Encapsulated spring
Snap fit cap
Instant Assembly
Integrated ball & socket
Internal hinge button
Enclosed volume –
single shell
Ready assembled
gear
Multiple links
Encapsulated bearing
Ball & Socket Joint
Self centring bracket
Aesthetics or Form
Profile
Freeform Geometry profile
External Blade
Geometry
Variable or lofted profile
Swept profile
Biomimics
feature
External ribbing
Surface texture
Embossed feature
Dual or Multi- materials
Over moulding
Tooth brush
Sat Nav
Razor Blade
Integrated damping
Wheel
AM Design Features
Functionality Features
Fastening or
Holding
FeaturesInternal
cable suppo
rt
Snap Fit
Hook
Mounting Boss
Weight saving Feature
s
Undercut
Thin Wall
Rectangular
Circular
Embossed
Features
Logo
Serial Numb
er
Size Variati
ons
Tooth brush
Personalised Part /
Product
Customised Threa
d
Consolidated
Part/Product
Dual Functio
nal ProductSmok
e alarm and bulb holde
r
Dual Materia
l Product
s
Tooth brush
Multimeter
Complex Geometrical Features
Instant Assembly
Integrated Ball & Socket
Internal Hinge Button
Assembly Integration
Internal Structuring
Internal channel or flow path
Internal Core
Section
Internal Chassis
Internal Cooling Feature
Internal Selective
Reinforcing
Shape Optimisation
Freeform Geometry – Golf Club
Grip
Enclosed Volume –
Whale Detector
Variable Wall
Thickness
Profile
Lofted
Revolved
Sweeped
Drafted
Figure 4: AM design feature taxonomy of functionality & complex geometrical features
Figure 5: AM reason of utilisation design feature taxonomy version 1
Figure 6: AM reason of utilisation design feature taxonomy version 2
AM Utilisations ReasonsUser Fit Requirement
Customised Profile FeaturesSport Application
Medical Application
Consumer Product Application
Improve functionality RequirementWeight Reduction Features
Internal Structuring Features
Increase Surface Friction Features
Multiple Version Features
Consolidation RequirementFasteners Removal Features
Instant Assembly Features
Multiple Functions Features
Dual Material Features
Aesthetics RequirementVisual Features
Surface Features
Embossed Features
Customised Form features
Figure 7: AM design feature taxonomy version 3 (simplified layout)
The taxonomy in Figure 7 categorises various AM enabled features under four
groups of AM reason of utilisations namely user fit requirements, product
functionality improvement, consolidation, aesthetic and form requirements. These
four groups of AM reason of utilisations forms the top level taxons of the proposed
taxonomy and were further expanded to include thirteen sub categorise of
application on the second level of the taxons. User fit requirements can be defined
as parts or product that has been customised to accommodate user requirements
with the application of AM. From the perspective of AM, the user fit requirements
were applied into three groups of application namely sport, medical and consumer
product that forms the customised profile features.
Product functionality improvement can be defined as methods that can be used to
improve parts or product functionality from the perspective of AM. The product
functionality improvement comes from four approaches such as weight reduction
features, increase surface friction features, internal structuring features and multiple
versions features.
Consolidation requirement can be defined as to combine parts, its functions or its
material from the perspective of AM. The consolidation technique comes from four
approaches such as instant assembly features, fasteners removal features, multiple
functional parts and over moulding.
The aesthetic and form requirement can be defined as methods that could be
applied to improve product appearance from the perspective of AM. It includes
approaches such as embossed features, surface features, visual features and
customised form. The contents of the thirteen sub-categories that form the second
level taxons will be described in the next section.
2.1 User Fit Requirement
Based on the four reasons of AM utilisation and findings from published literature
and various websites, a total of 113 DfAM features (Table 2) have been identified
and clustered into thirteen sub-categories of applications. For instance, for the
weight reduction application there are seven design features have been collected.
Most of these design features were designed and manufactured with the laser
sintering process.
From the perspective of AM the user fit requirement were applied into three groups
of application namely sport, medical and consumer product. There are four types of
design features that have been found and grouped under the sport application.
There are nine types of design features under the medical application. There are
three types of design features under the consumer product application.
2.2 Improve Functionality Requirement
The improve functionality requirement were further expanded to include weight
reduction feature, increase surface friction features and multiple version features.
Table 6 shows the total number of design features grouped for each of this category.
2.3 Consolidation Requirement
The consolidation requirement were further expanded to include fasteners removal
features, instant assembly features, multiple functional parts and over moulding.
Table 6 shows the total number of design features grouped for each of this category.
2.4 Aesthetics and Form Requirement
The aesthetics and form requirement were further expanded to include embossed
feature, surface features, visual feature and customised form. In some cases there
are features that appear to be applicable to more than one category. In this case,
the author has to decide the appropriateness and relevancy of the application group
that the feature has to be included. Table 6 shows the total number of design
features grouped for each of this category.
Reasons for AM
Application Number of design features
User fit requirement
Customised Profiles Features
Sport = 4 design features, Medical = 9 design features & Consumer Product = 7 design features
Improve functionality
Weight Reduction Features
7 design features
Increase surface friction features
3 design features
Internal structural features
8 design features
Multiple version features 2 design features
Parts consolidation
Instant assembly features
20 design features
Fasteners removal features
7 design features
Multiple functional parts 3 design features
Over moulding 1 design features
Aesthetics
Embossed features 3 design features
Surface features 13 design features
Visual features 3 design features
Customised form features
13 design features
Total 113 design features
2.5 Validation of the AM design taxonomy
Table 6: Number of design feature for a specific AM reasons and application
The final iteration of the taxonomy (Figure 7) that base on reason of AM utilisation
has to be validated before implementing and incorporating into a first “rough cut”
tool. To validate the final taxonomy, a questionnaire was send to a second group of
thirteen MSc postgraduate students on the Industrial Design Masters Programme at
Loughborough Design School. They were given a project to re-design a user-
interaction product so that it could be produced by any commercially available AM
system. They were given the paper version of the taxonomy and all the design
feature images to aid the designing task to search for applicable and innovative
features that could be included in their design work. In addition, a design diary kept
by each student also enabled further study and improvement of the DfAM system.
On completion, they were given a survey form to gain feedback on the effectiveness
and applicability of the AM taxonomy and the design feature list.
The validation of the taxonomy shows that differences between the top four levels of
taxons are reasonably clear and there is no overlap between them. Results from the
students’ questionnaires feedback can be summarised that the taxonomy is relevant
and usable. To improve the design feature list, one student suggested to include
more design feature examples. However, there are also suggestion to include the
explanation for all AM systems available and all other types of suitable materials
data into the list that is beyond the scope of this research at this stage. The
development of the AM taxonomy has been an aid in the identification and
organisation of AM design features for easy retrieval and assistance in conceptual
design. The design features taxonomy is by no means exhaustive and will be
expanded by adding more design features in the various sub-categories.
3.0 Implementation of the Design for Additive Manufacturing (DfAM) Feature Database
The DfAM feature database was developed based on four AM reasons of utilisation.
These are user fit requirements, improved product functionality, parts consolidation
and aesthetics or form requirement. These four top levels of the taxonomy were
further expanded into thirteen sub categories of application features namely
customised profile features, weight reduction features, increase surface friction
features, multiple version features, instant assembly features, fasteners removal
features, multiple functional parts, over moulding, embossed features, surface
features, visual features and customised form.
A “rapid prototyping” software approach has been utilised where a “quick and dirty”
version of the tool has been developed to enable rapid user testing and
improvement of the system. The tool have been implemented within a Ms Access
database known as the DfAM design feature database. A series of forms have been
created to enable designers to interact, guide, search or browse through the feature
categories. The database enables industrial designers to visualise and gather
design feature information from examples in the database that could be incorporated
into their own design work. Figure 8 shows the welcome screen and Figure 9 shows
the general information screen where the user is requested to provide the users
general information.
Figure 8: Screen shot of the welcome page of the DfAM feature database
Figure 9: General Information Screen
Before a user proceeds to the concept profile generation stage the feasibility for
additive manufacture of a certain part has to be evaluated. As shown in Figure 10
there are four AM feasibility evaluation criteria. The first question is regarding the
number of targeted production unit. If the given answer to this question is more than
100,000 units, then a message informing that AM is not suitable will appear (Figure
11). If the production unit is less than 10,000 units the user may proceed to provide
answer to the next three general questions which evaluate the overall surface finish,
overall mechanical property and the importance of the tolerance and accuracy of the
part or the product.
Figure 1: AM feasibility validation screen
Figure 21: Message showing AM is not suitable for production volume more than 100,000 units
For question about the overall surface finish, overall mechanical property and the
importance of the tolerance and accuracy of a part or product, a scoring technique is
used to evaluate the feasibility of AM. Figure 12 showing AM is not suitable if the
general mechanical property, surface finish and tolerance are very important for a
certain application.
Figure 3: Message showing that AM is not suitable if the general mechanical property, surface finish and tolerance is very important
Figure 13 shows the concept profile generation screen. There are 11 options that
can be selected individually. These questions have been grouped under the four AM
reasons of utilisation and its sub categories of application as shown in Table 7. For
example if a user select the first option (need custom fitting for individual user), then
by clicking the generate concept profile button, the customised profile feature button
and the customised form button will be enabled (Figure 14). This will assist the user
in selecting the appropriate features to be applied in their concept design.
Figure 13: AM Concept Profile Generation Screen
Figure 14: Buttons that has been enabled base on the concept profile selection
Table 7 shows which feature buttons will be enabled base on the concept profile
button that has been selected. Figure 15 shows a quick search function that enable
a user to find a specific features or information from the database.
Selected Options Enabled Button Reasons for AM
Does the product need custom fitting that conform to individual user?
Customised Profiles Features
User fit requirement
Does the product need to be light lightweight?
Weight Reduction Features
Improve functionality
Does the product subjected to hand held?
Increase surface friction features
Does the product have internal structures?
Internal structural features
Does the product benefit from being made available in a range of sizes or shapes to fit different users?
Multiple version features
Does the product benefit from number of parts reduction?
Instant assembly features
Parts consolidation
Does the product need to attach to other components?
Fasteners removal features
Does the product benefit from having several other functions?
Multiple functions parts
Does the product require over moulding?
Over moulding
Does the product need to be aesthetically pleasing?
Embossed features
Aesthetics
Surface features
Visual features
Does creative and innovative shape or geometry an important factor for the product?
Customised form features
Table 1: Result of concept profile selection
Figure 45: Quick search screen
The images currently used in the database have been sourced from various
websites, literatures and personal contact with the designers. Therefore, permission
would need to be sought from the owners of the images before the system be made
available online. The feature database contains macros and visual basic scripts that
could not be made available online at the time of writing.
4. DfAM Feature Database Appraisal and Validation
The implementation of the DfAM tool into the Ms Access as a prototype software
took place over a period of several months, during which time a number of revisions
and improvements were made. Prior to the user trial a series of pilot trials were
performed to establish a suitable format and test procedure before testing a finalized
system. The pilot trial was conducted with two groups of participants which are the
final year undergraduate student designers and the professional industrial
designers.
An exercise was devised for the trials in which both groups of participants were
asked to sketch a redesign of a familiar product of their choice for AM using the
DfAM tool. The students’ pilot trial was conducted in a room at the Design School.
Due to work commitment and travel distances the professional designers trials was
done by sending the database in a CD format accompanied with the design brief
and feedback questionnaire. Although the number of participant in this trial is small,
it provides an initial feedback of the usefulness of the tool prior to a more formal
validation.
4.1 Student Designer Pilot Trial
To ascertain user perceptions and verify its overall feasibility and to gather
suggestions for the improvement of the DfAM feature database, six final year
undergraduate students on the Industrial Design programme at Loughborough
University and two postgraduate students were recruited for the design trial. These
students were regarded as being competent industrial designers. In general, most of
these students have had some exposure to product design and had used AM
technology in their project due to the nature of the engineering and design courses
they were undertaking.
The basic idea behind the trial was that the students should develop sketches of
redesign concepts of a product of their choice with and without the use of the DfAM
tool and the results of doing so could be compared. Therefore, the trial was divided
into two concept sketching exercise sessions for each student, one using the
repository, one not. As shown in Table 8, students 1 to 4 were given access to the
DfAM feature database for their first sketching exercise, students 5 to 8 were given
access for their second sketching exercise. The students were given access to the
websites to get ideas and to help them in the conceptual sketch when they were not
using the repository. Table 8 shows the products that were sketched for the trial by
the students.
Student Designer
Product Sketched Using DfAM feature database
Product Sketched Without DfAM feature
database (Website Access)1 Table Lamp Toy
2 Toy Table Lamp
3 Chair Computer mouse
4 Computer mouse Chair
5 Salt Shaker Kettle
6 USB Stick Salt Shaker
7 Kettle Ice-cream scoop
8 Ice-cream scoop USB Stick
Table 8: Products that has been sketched by student designers
4.2 Student Designer Pilot Trial Discussion
Each student has produced six sketches in total, three concept sketches using the
website and three concept sketches using the feature database as an aid. In total
there are forty eight sketches that have been collected. A decision has been made
to evaluate the concept sketches and choose each best concept from each group
and compare them. There were eight criteria that have been evaluated: safety,
usability, manufacturability, functionality, ergonomics, durability and aesthetics.
Using pair wise comparison, the weight for each criteria has been assigned. Table 9
and Table 10 shows two examples of the selected concept sketches of products
with some text annotation developed by the student designers without using and
with using the DfAM features database.
Salt Shaker design without using DfAM feature database Salt Shaker design using DfAM feature database
Design Feature:1. Embossed Feature2. Snap fit feature
Design Feature:1. Weave Surface Feature2. Hock Clip Feature3. Spiral Element 4. Over moulding feature5. Hand grip contour
Table 9: Comparison of salt shaker sketched using and without using the DfAM feature database
Table 9 shows the comparison of the salt shaker sketched using and without using the DfAM feature database. Salt shaker sketched without using the DfAM feature database shows only two features such as embossed feature for its aesthetics and snap fit feature to open and close the lid. However, the salt shaker sketched using the DfAM feature database shows various features from the library such as weave surface feature, spiral element for enhanced aesthesis. The hand grip contour and over moulding feature for better ergonomics and the hook clip feature for improved functionality.
Ice-cream scoop design without using DfAM feature database Ice-cream scoop design using DfAM feature database
Design Feature:1. Press in mechanism load and unload the ice cream
Design Feature:1. Over moulding feature2. Transparent feature3. Hollow structure on the scoop4. Embossed pattern on the scoop
Table 20: Comparison of ice-cream scoop sketched using and without using the DfAM feature database
Table 10 shows the comparison of the ice-cream scoop sketched using and without using the DfAM feature database. Ice-cream scoop sketched without using the DfAM feature database shows just the press in mechanism load and unload the ice cream. However, the ice-cream scoop sketched using the DfAM feature database shows transparent feature that enhance its
aesthetics, over moulding feature for better ergonomic and hollow structure for reduced weight and embossed pattern for better functionality elements.
4.3 Student Designer Pilot Trial Results
The trial found that there are two factors that influence the results. Firstly, the skills
and creativity of the students designers and secondly, the number of features used
from the feature database. However, by analysing and comparing the sketches
produced by the student designers with using the DfAM feature database, it is found
that the tool provide ideas on how to incorporate various features to enhance and
improve aesthetics, ergonomics and functionality of a product or parts. The sketches
produced indicates that with using the DfAM tool, the student designer was able to
apply creative and innovative design features such as the variable wall thickness,
living hinge, over moulding, transparency and various surface features into the
concept sketches.
Table 11 shows the list of the features used from the repository extracted from all the
concept sketches using the DfAM feature database. An overall observation of the list
shows that the students had made used of the feature database and applied features
from twelve categories of applications with the exception of the multiple function
parts feature under the consolidation requirement. The weight reduction feature,
instant assembly features, embossed features, visual features, customised form
features has been applied in most of the conceptual sketches. The feature that was
mostly used from the feature database is the over moulding feature. As most of the
product is being hand held this is an important feature to be applied to the
conceptual sketches. However, only the hand grip contour feature has been applied
from the customised profile feature. As most of the design features in the user fit
requirement are collected from specific application areas such as medical, sport and
consumer product, this does not relevant to the student sketching exercise.
However, this is also depends to the students creativity to use the idea of the
features from the user fit requirements and apply it on other product. In summary,
Table 11 shows that the feature database is useful, relevant and helpful to support
conceptual design of parts and product for AM. The number of feature used from the
library would likely increase if the number of participants in the trial is increased.
Student Designers
AM Reason Application Design Features 1 2 3 4 5 6 7 8 Total
User Fit Requirement
Customised Profiles Features
Hand Grip Contour x x x x 4
Improve functionality
Weight Reduction Features
Undercut Feature x x 2
Thin Wall Feature x x 2
Variable Wall Thickness Feature x x x x 4
Hollow Feature x x 2
External Ribbing Feature x 1
Increase Surface Friction Features
Textured Surface Feature x 1Circular Array Feature x 1Honey Comb Feature x 1
Internal Shelving x 1Internal
structuring feature Internal cable support x 1
Multiple Version Features
Customised Thread Feature x 1
Consolidation Requirement
Instant Assemblies
Features
Living Joint Feature x x 2Torus Feature x 1
Interconnected Feature x 1Encapsulated Track & Ball
Featurex 1
Living Hinge Feature x x 2Integrated ball and socket
featurex 1
Multiple link feature x 1Encapsulated bearing x x 2Ball and socket feature x 1
Hook clip feature x x 2Slide opening & closing x 1
Snap fit hook x 1
Fasteners Removal Features
Hook clip x x 2Slide opening & closing x 1Internal cable support x 1
Snap fit hook x 1
Over Moulding Over Moulding x x x x x x x 7
Aesthetics or Form
Requirement
Embossed Features
Embossed Alphabets x x x x x 5Logo x x 2
Surface Features
Weave Element x 1Alphabet Element x 1
Spiral Element x 1Overlapping Element x x 2
Visual FeaturesNet Shadow Effect x 1
Transparent Feature x x x x x 5
Customised Form Features
Curve Feature x 1Swept Feature x x 2
Alphabet Feature x 1Freeform geometry x x 2Floating Elements x 1
Replicated Element x 1Bio- mimic feature x 1
Table 3: Range of features used from the DfAM feature database
5. Professional Designer Pilot Trial
In addition to the student designer’s trial, a second trial was conducted with
professional designers. Seven professional industrial designers who had
experienced in designing products for AM and variety of market sectors were invited
to take part in the user trial to generate feedback on the proposed DfAM feature
database. Generally these designers had at least three years of working experience
and involve in product design and development activities.
5.1 Professional Designer Trial Discussion
The focus of the trial with the professional designers is to design three conceptual
designs for a product of their choice, possibly a product that they have previously
worked on or one that has already been identified for potential manufacture using
AM that they think has a potential to have its functionality, aesthetics, ergonomics or
parts consolidation improved through the use of AM. Comparison of using and not
using the DfAM feature database was not conducted with the professional designer.
The aim of the trial is to test the DfAM feature database to see if it is relevant,
effective and applicable to aid the conceptual design of part or product that are to be
produced using AM processes from the professional designer’s point of view.
Twenty one conceptual sketches were produced by the professional designer for the
trial. The best conceptual sketches have been selected to show the range of the
features that have been selected and applied in their sketches. Table 12 shows the
product sketched by the professional designers and the concepts that have been
selected for each product.
Professional Designer
Product Sketched
1 Computer mouse
2 Sensor
3 Thermometer
4 Watch Bracket
5 Electric Fan
6 Chair
7 Flashlight, Mini fan & USB
5.2 Professional Designer Trial Analysis of Results
Figure 16 and Figure 17 shows the concepts that have been selected for each
product sketched by the professional designers. These figures illustrate the features
that the designers have selected and applied in their concept sketches. Figure 16
shows the concept of a computer mouse sketched by professional designer number
1. The features that can be seen from the sketch are transparent feature that shows
the internal element of the computer mouse. The blue light from the transparent
feature will enhance the aesthetics aspect of the computer mouse. Other features
that have been used are circular array and honey comb surface features that will
improve the ergonomic aspect and the surface friction for better gripping of the
computer mouse.
Table 42: Concept Sketches by Professional Designer
Figure 56: Concept of computer mouse sketched by professional designer number 1
Figure 17 shows the concept sketch that has been selected for the thermometer. In
this sketch the designer used the integrated ball and socket feature from the instant
assembly category. From the user fit requirement category the designer applied the
hand grip contour feature. From the customised form category the designer applied
the bio mimic feature (concept of a “humming bird”). From the weight reduction
category the non uniform wall thickness feature has been applied.
Figure 17: Concept of thermometer sketched by professional designer number 3
Range of features that have been used by the professional designers for each sub
category of applications for all three conceptual designs of the product are
summarised in Table 13. An overall observation of the list shows that the designers
had applied features from all the thirteen categories of applications from the feature
database. The weight reduction feature, instant assembly features, visual features,
customised form features, increase surface friction features, aesthetic requirement
surface feature, customise form feature and the fasteners removal features has been
applied in most of the conceptual sketches. Three specific features that was mostly
used from the feature database is the Internal selective reinforce feature under the
weight reduction application, mounting boss feature under the fasteners removal
application and the transparent feature under the aesthetics or form requirement
visual feature application. In summary, Table 13 shows that the feature database is
useful, relevant and helpful to support conceptual design of parts and product for AM
from the professional designers’ perspective.
5.3 Summary
The user trial conducted to see the usability and relevancy as a means of improving
the DfAM feature database developed in this research. The user trial was conducted
twice which involve the first trial with a group of student designers and the second
trial with a group of professional designers. Both trial shows that the DfAM feature
database provides ideas on how to incorporate various features to enhance and
improve part or products aesthetics, ergonomics and functionality.
Professional DesignersAM Reason Application Design Features 1 2 3 4 5 6 7 Total
User Fit Requirement
Customise Profiles
FeaturesHand Grip Contour x x 2
Improve functionality requirement
Weight Reduction Features
Thin Wall Feature x 1Variable Wall Thickness
Featurex x 2
Internal selective reinforce feature
x x x 3
Hollow Feature x 1Increase Surface Friction
Features
Textured Surface Feature x 1Circular Array Feature x x 2
Honey Comb Feature x 1
Internal structuring
feature
Internal cable support x 1
Internal shelving x x 2
Multiple version feature
Size variations x 1
Consolidation Requirement
Instant Assemblies
Features
Living Hinge Feature x x 2Integrated ball and socket
featurex 1
Internal Hinge Button Feature
x x 2
Enclosed Volume Feature x 1Fasteners Removal Features
Internal cable support x x 2Mounting Boss Feature x x x 3
Snap fit cap x 1Multiple
Functional Part
Multiple Elements x 1
Over Moulding
Over Moulding x x 2
Aesthetics or Form
Requirement
Embossed Features
Embossed Alphabets x x 2
Surface feature
Double Mesh Feature x 1Fingerprint Feature x 1Perforated Feature x x 2
Visual Features
Transparent Feature x x x 3
Customise form feature
Replicated Element x 1Bio- mimic feature x 1
Table 53: Range of features used by the professional designers
6. Conclusions
The objective of the DfAM design feature database is to enable industrial designers
to access and reuse design knowledge accumulated over the years, specifically the
features designed for laser sintered additive manufactured parts or products. It
allows designers to visualize and retrieve AM design feature information and
knowledge at the conceptual design stage. By providing four reasons for utilization of
AM with various design feature examples that fall under thirteen sub-categories of
applications, the DfAM feature database provides an innovative way to approach AM
part or product conceptual design. The tool enables fast conceptual idea generation
and to demonstrate AM design freedom to novice designers.
The AM design features taxonomy is seen as a useful aid for industrial designers to
understand the design freedom associated with AM. The classification of four taxons
that were further expanded into sub-categories of various design features is
anticipated to help designers to visualize and extract design feature information to
assist the AM design process.
This research has shown that the DfAM method of providing designers with
examples of design features from the database is a suitable strategy to aiding the
conceptual design of additive manufactured part or product. The next stages of the
research are to improve and validate the repository with responses from professional
industrial designers and to create a web based system to gather, present and to
exploit the prominence of design for AM.
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