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Stable and Adjustable Mechanisms for Optical Instruments and Implants

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Metal printing, in particular powder bed fusion with laser beam (LPBF) of metals, combined with appropriate design techniques permits the creation of yet unknow monolithic mechanisms that make use of engineered compliance to allow specific motions. This subject has been recently explored in the SAMOII project, in which a team of researchers at TU Delft and Fontys worked on creating mechanisms for alignment of optical components as well as spine implants with tailored flexibility. This article covers two topics that can be of broad interest: the developed design techniques to generate complex flexures and mechanisms, and the challenges and solutions in printing metal flexures. Following that, an application case study is presented as well as a discussion on remaining challenges.
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Dit is de nieuwsbrief van IAMM waarmee binnen het consortium kennis en nieuws gedeeld
wordt. In deze editie komt een samenwerking tussen Fontys en de TU Delft aan bod.
Veel leesplezier.
Stable and Adjustable Mechanisms for Optical Instruments and Implants
Koppen, S.1, Yasir, A.1, Langelaar, M.1, Herder, J. 1, Mast, R. van der2
1TU Delft, Faculty of Mechanical Engineering, Department of Precision and Microsystems
Engineering, Mekelweg 2, 2628 CD Delft, The Netherlands
2Fontys, Department of Mechanical Engineering, BIC 1, 5657 BX Eindhoven, The Netherlands
Abstract
Metal printing, in particular powder bed fusion with laser beam (LPBF) of metals, combined
with appropriate design techniques permits the creation of yet unknow monolithic
mechanisms that make use of engineered compliance to allow specific motions. This subject
has been recently explored in the SAMOII project, in which a team of researchers at TU Delft
and Fontys worked on creating mechanisms for alignment of optical components as well as
spine implants with tailored flexibility. This article covers two topics that can be of broad
interest: the developed design techniques to generate complex flexures and mechanisms, and
the challenges and solutions in printing metal flexures. Following that, an application case
study is presented as well as a discussion on remaining challenges.
Key words: Topology optimization, compliant mechanisms, flexures, additive manufacturing,
laser powder bed fusion
Wetenschappelijk
Introductie:
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Figure 1: Various compliant mechanism prototypes designed and additively manufactured
under the SAMOII project.
Motivation and Aim
Throughout the high-tech and medical engineering fields, instrumentation and high-
performance equipment critically rely on adjustable mounts for fine alignment of optical
components. State-of-the-art adjustable mounts and mechanisms typically consist of many
parts, are voluminous and heavy, and lack control of stiffness of individual degrees of freedom.
This results in cumbersome and time-consuming manual adjustment procedures of optical
setups and instrumentation.
Recent advances in additive manufacturing offer new possibilities for the development of
highly complex monolithic structures and compliant mechanisms. However, additive
manufacturing of compliant structures comes with its own challenges.
The research project `Stable and Adjustable Mechanisms for Optical Instruments and
Implants’ (SAMOII), consisting of two academic groups and seven industrial partners (TU Delft,
Fontys, TNO, ASML, VDL, Airbus, Nexperia and BAAT Medical), developed new design
methodologies combining kinematic synthesis and computational topology optimization
methods to generate monolithic compliant mechanisms with multiple fully decoupled
kinematic adjustment modes. Some examples are shown in Fig. 1 above. To enable additive
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manufacturing of the designs, the project also focused on printing of thin metal flexures. These
form critical elements in most compliant mechanisms and pose a challenge in terms of support
placement and removal, heat input, surface quality and overall reliability, as their dimensions
approach the critical dimensions of the printing process. Both research directions, i.e. the
design and printing of complex 3D compliant mechanisms, are elaborated below.
Computational mechanism design
Topology optimization of compliant mechanisms
Topology optimization allows for automated computational design of complex structural
layouts simultaneously considering various conflicting user-defined performance measures
(Bendsoe, 2013). A key advantage is that the designer does not need to provide an initial
design concept but only an outline, as the design is generated by the algorithm itself. This
property makes that very innovative designs can be generated and evaluated. In addition, the
shape of the design is virtually unrestricted, up to the resolution of the finite element analysis
that is applied in the process. This provides an enormous design freedom that allows for new
design solutions (Bendsoe, 2013).
A schematic illustration of the topology optimization process is provided in Fig. 2. The process
typically starts with the definition of a so-called design domain, that is the region of interest
to the user, and its initial design (typically homogeneous material with intermediate density).
This initial design is now iteratively improved by subsequent (i) filtering technique(s), (ii) finite
element analysis, (iii) sensitivity analysis, and (iv) design update by solving an approximate
optimization problem. Special filtering techniques are employed in attempt to regularize the
spatial density description and/or imitate a manufacturing process. The finite element analysis
is required to determine the behaviour of the structure, and thereto its performance. Next,
sensitivities of this performance with respect to the local densities are calculated and form
the crucial information to judge design improvement. Since the constrained optimization
problem is typically too hard to solve directly, standard practice is to solve successive
approximate (e.g. linearized) optimization problems. The 0resulting design variables are
updated, representing a new, typically improved, design. This process of automated analysis
and design is continued until a user-defined termination criterium is met.
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Figure 2: Schematic illustration of the topology optimization process including most crucial
steps; initialization of the design domain, iterative execution of design filtering, finite element
and sensitivity analysis and design optimization until convergence.
Despite various contributions since the early work of Sigmund (2001) focusing on topology
optimization methods for compliant mechanism design, state-of-the-art methods mostly
consider only the planar case, may easily induce design artifacts and do not consider undesired
interaction between multiple inputs and outputs. What is more, despite their crucial
importance, additive manufacturing limitations such as maximum overhang angle, minimum
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printing resolution, precision and accuracy as well as thermo-mechanical (re)design
considerations have only been considered to a limited extent (Koppen, 2021).
In collaboration with industrial partners, the TU Delft team developed a simple, versatile, and
efficient topology optimization framework that allows for systematic design of decoupled
parallel compliant mechanisms, flexures, springs, and shape-morphing structures (Koppen,
2022a & Koppen 2022b). Using high-performance computing, the framework can generate
high performance designs with a resolution exceeding additive manufacturing capability, see
Fig. 3. Simultaneous modelling and measuring the performance of slightly eroded and dilated
geometries allows for control of the minimum printable feature size, and robustness of the
performance measures with respect to fabrication variations (Wang, 2011 & Koppen, 2021).
Figure 3: Example of an optimized flexure designed using the topology optimization
framework (Koppen, 2021 & artofscience, 2020). The figure displays the flexure in its
undeformed (left) and deformed (right) configurations. This flexure is optimized to exhibit a
very high ratio between the stiffness in axial, shear and specifically torsion mode, as compared
to the stiffness’ in bending.
Additive manufacturing of precise flexures
As discussed above, flexures typically constitute the most functionally important but also
thinnest parts of a compliant mechanism. Printing them correctly by laser-based powder bed
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fusion of metals (PBF-LB/M) and without artifacts requires special attention. In the SAMOII
project, this has been explored using a set of representative flexure geometries.
The objective was to evaluate the additive manufacturing system and improve it where
necessary, so that a successful production of the topology-optimized designs could be
achieved. That is why some crucial printer parameters such as layer thickness, laser power,
exposure time and point distance, as well as support material layout had to be optimized to
ensure a reliable print quality. The additive manufacturing system employed was the
Renishaw AM400 at Fontys University of Applied Sciences (see Fig. 5), equipped with a 400-
watt modulated continuous-wave fibre laser (pulse-like output) with a 70-micron focal
diameter. The applied metal powder was non-virgin stainless steel ‘PowderRange 316L F’ by
`Carpenter Additive’.
Figure 4: the `Objexlab Metal’ team of Fontys, led by Rein van der Mast (2nd from right).
Table 1: Parametric specimen design and the parameters for a flexure printing test case.
L
T
O
Build
direction
1 mm
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For the testing phase, a cross-axis flexure design was chosen, as it allowed simultaneous
evaluation of the minimum reliable flexure thickness and overhang angle limits in a single
parametric design. Several sample sets were prepared, each featuring different flexure
thicknesses and overhang angles, which were subsequently printed for assessment. In Table
1, the parametric model of a cross-axis flexure is depicted, and a set of parameters is
presented for the initial test case.
Overcoming challenges in flexure printing
The initial set of prints (see Fig. 6) revealed localized heat concentrations, leading to
distortions and even cracks. To address this, the second set of prints (see Fig. 7) incorporated
several design modifications. Dummy volumes to act as contactless support were strategically
placed under the thin flexures, positioned close enough to act as heat sinks without interfering
with the flexures themselves. Cavities were introduced in the longer sections to avoid bulk
material accumulation, which could cause excessive heat concentrations and deformations.
Furthermore, to address distortions between the interconnected blocks via flexures, locking
support bars were added to the sides of the part. These bars were to be removed after the
printing process. Lastly, a finer support structure has been employed to securely connect the
samples to the build-plate. Also, the orientation of the scan path in the flexures was adjusted
in a way that the amount of inner hatch lines not parallel to the primary orientation of the
flexures was minimized.
Later this became the basis of the current Ph.D. research project by Van der Mast at KU
Leuven, which focuses on miniaturization in parts additively manufactured by laser-powder
bed fusion, including thin walls that function as leaf springs. This includes his `Scanpath Centric
Design’ method, which allows him to define the exact location of the scan path while the part
is being digitally constructed, rather than having a slicer/hatcher interpret a solid model. By
its nature, this is only applicable for small elements, for example leaf springs that may only
consist of scan lines along the longitudinal direction, instead of having a contour that encloses
many very short lines in different directions (an array of parallel lines: hatch), of different
lengths. Due to these variations, the resulting solidification is inconsistent and therefore often
lacks homogeneity and density [8-10]. Scanpath Centric Design aims to eliminate such
variations to achieve consistent material properties. From the basis laid in the SAMOII project,
Van der Mast is currently working to further develop and evaluate this method for printing
high quality precision parts.
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Post-processing involved the removal of the printed pieces from the build plate using a band
saw. Subsequently, an additional milling process was required to eliminate the remaining
support material from the parts. Upon completion of these steps, the locking support bars
were carefully cut, freeing the flexures to move as intended.
The efforts yielded promising results. Flexures with a 30° (and higher) overhang angle were
successfully printed without any defects for a flexure thickness of 400 microns. Moreover,
flexures with a thickness of 350 microns were printed with a 40° overhang angle.
Figure 5: The first set of test flexures with coarse support material.
In conclusion, the tuning of printer parameters and the introduction of design modifications
enabled successful manufacturing of samples that provided valuable insights into the
limitation on minimum feature size and overhang limits. These findings contributed to the
reliable printing of more complex designs, such as those originating from topology
optimization.
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Figure 6: The second set of flexures with design modifications: finer support material, the
support bars on sides, dummy volumes (contactless support) and the cavities to reduce heat
concentration.
Application showcase: Customized spinal implant
Lower back pain is the second most common symptom for a visit to a physician in the US, with
associated costs exceeding $100 billion per year (Dagenais, 2008). One of the leading causes
is spinal instability due to degenerative disc diseases. Degenerated intervertebral discs have a
different stiffness, causing overloading of adjacent components, tearing of fibers and
decreased disc height causing chronic pain. Traditional spinal fusion surgery permanently fixes
two or more bones in the spine, providing stability, though restricting range of motion and
increasing the stress on adjacent discs (so-called stress shielding).
As an alternative to traditional fusion surgery, we showcase the conceptual design of a fully
monolithic non-fusion spinal implant. Such designs do not wear and tear and retain the
patients range of motion. What is more, computational design optimization allows for patient-
Dummy volumes as heat sinks
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specific design by straightforward modifications to the allowed design volume and values of
design requirements, such as the desired stiffness.
The goal of the computational design optimization approach is to find the design that
maximizes the stability of two adjacent vertebrae while allowing for range of motion in
(lateral) flexion, extension and rotation of the spine. Fig. 8 shows a part of the spine with one
disc replaced by a conceptual design, located and oriented with respect to the axes displayed.
We may rephrase the goal in a more formal optimization language: that is, find the value of
the design variables that maximizes the translational stiffnesses TX and TY (shear), while
limiting the translational stiffness TZ (extension) and rotational stiffnesses RX (flexion), RY
(lateral flexion), and RZ (rotation). We furthermore restrict the allowable use of material for
weight and cost reductions.
Additive manufacturing limitations are considered by constraining the maximum radius of
curvature and minimum feature thickness, thereby effectively eliminating small cavities and
thin flexures (Wang, 2011). Note that these constraints negatively impact the achieved
performance (here shear stiffness) but allows for manufacturability of the part and limits the
sensitivity to unavoidable manufacturing errors (such as uniform geometric errors). Overhang
limitations can have a tremendous negative effect on the performance (Koppen, 2021).
Therefore, we opt to allow for overhanging features and deal with those by smart design of
the support structure and printing parameters as previously discussed.
The design for one specific set of input parameters (geometry and desired stiffnesses) is
shown in Fig. 9. The framework can readily address patient specific data, such as outer
geometry and desired stiffness’. Therefore, the displayed result is one of the many possible
personalised designs that may arise from this framework. The design exhibits a complicated
three-dimensional interconnection of beams under various angles. The working principle of
such design is hard to perceive, let alone engineering such a piece, which illustrates the power
of computational design to find innovative solutions. The obtained complexity furthermore
emphasizes the utilization of the extreme freedom given to the optimization scheme, fully
exploiting the capabilities of additive manufacturing.
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Figure 7: Overview of one of the non-fusion spinal implants, including an artist impression of
a placed non-fusion spinal implant in situ and definition of the relevant degrees of freedom
(top left), additively manufactured part (bottom left), and various views (right) and cross-
sections (middle) of the CAD model.
To address overhang constraints without introducing a significant amount of post-processing
tasks, which is common in general support concepts, alternative supports were developed:
'needles' were added manually to a digital representation of the design, to be printed with the
part, and then manually removed in a way that is not labour intensive, leaving only some small
scars on the downskin surfaces, thereby minimizing differences in roughness and porosity as
compared to the other sides of the printed object.
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Figure 8: Custom-made support structures, created at Fontys, for a satisfactory result that is
easy to remove.
The new approach to the requirement of support structures, shown in Fig. 10, worked
satisfactorily in 316L, in a Renishaw AM400, with a layer thickness of 50 µm. However,
manually inserting the needles digitally (in Rhino 5), especially those that were not straight,
was time-consuming. Removing them once materialized was very easy. With the smallest
diameter at the top, they all broke loose there. In this case, the diameter of the needles is 0,4
mm, with only its contour scanned as well as an offset to the inside of 0,1 mm. So, the needles
are hollow. At the top the diameter is narrower than below, leaving only the narrower
contour, so without the offset. It is the weakest spot, where the part and the support are to
break loose. (Very short) hatch lines are not included because their added value would be
limited, and the data processing time and printing time would increase.
This case study demonstrates the enriching possibilities of the proposed framework; designing
customized high-performant fully monolithic compliant structures that are readily additive
manufacturable. The intricate designs arising from this framework are not only highly detailed
and unique but can also provide academics with novel insights about the working principles
and synthesis of novel conceptual designs. In combination with smart use of sacrificial support
structures and heat sinks, and in-depth knowledge of the process, it was possible to
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successfully print complex compliant mechanisms, which illustrates the potential of combining
computational compliant mechanism design and metal additive manufacturing.
Conclusions and outlook
The SAMOII project has set new standards in the creation of complex compliant mechanisms.
Firstly, regarding their design: with a newly developed topology optimization approach,
computational design of effective compliant mechanisms and flexures was enabled. Designs
exhibiting exactly the desired functionality in terms of stiffnesses in different rotations and
translations can be generated automatically. Secondly, new approaches for the laser-powder
bed fusion additive manufacturing of such geometrically complex compliant mechanisms
were developed. These allow for fully functional flexures and other detailed features with the
required dimensions and properties, through dedicated use of sacrificial support and heat
evacuation structures. In this article a spine implant case study was presented, where the
methods proved capable of generating and manufacturing a design that met all specifications
in a very confined space. The new implant concept has resulted in a patent application and
will hopefully benefit many patients.
Next to flexures and implants, the SAMOII project also has considered compliant mechanisms
with multiple inputs and outputs, such as fully compliant monolithic optical mounts with
alignment adjustments. New designs with minimal crosstalk between different alignment
degrees of freedom were produced and are expected to find their way into various high-tech
and space applications. However, this is not the end of the story regarding printed compliant
mechanisms, but only its beginning. A fundamental assumption in all cases considered in this
project was that deflections and rotations remain sufficiently small, that geometric
nonlinearity could be neglected. For the fine adjustment of optical components this certainly
holds, but in other applications where large-stroke compliant mechanisms are required,
nonlinear effects must be considered at the computational design stage. This adds new
computational challenges both regarding computation time and stability, and research into
this direction is presently ongoing. Quite certainly larger ranges of motion will also place new
demands on material quality and printing accuracy, that are to be addressed by the metal
printing community. Another open question concerns the fatigue life of printed flexures,
particularly those with dimensions near the minimum feature size. The SAMOII specimens
thus far have performed reliably, however a systematic assessment of fatigue performance
also remains a topic for future research.
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Acknowledgements
This work was supported by the Dutch Research Council (NWO), Applied and Engineering
Sciences (AES) project 16191 titled Stable and Adjustable Mechanisms for Optical Instruments
and Implants (SAMOII), and carried out by academic partners TU Delft and Fontys. The support
by project partners TNO, ASML, VDL, Airbus, Nexperia and BAAT Medical is also gratefully
acknowledged.
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ResearchGate has not been able to resolve any citations for this publication.
Thesis
Full-text available
High-tech equipment critically relies on the precise and reliable fine alignment of components such as mirrors and lenses for calibration and adaptation of instrumentation. To meet the ever-increasing requirements on precision, engineers typically resort to monolithic compliant mechanisms. These mechanisms gain mobility by deformation of the material, eliminating any friction and backlash. The design of compliant mechanisms with multiple degrees of freedom, so-called multi-DOF compliant mechanisms, is complex, and the resulting designs are sensitive to exhibit crosstalk between the actuation modes. The manual manipulation of coupled mechanisms is unintuitive and time-consuming, and automated actuation requires complex control scenarios. Computational approaches can greatly improve designing multi-DOF compliant mechanisms without such undesired characteristics. Topology optimisation methods take a mathematical approach to designing a structure. Such methods optimize the material layout in a design domain for a given performance measure, considering a provided set of boundary conditions, loads and design constraints. Topology optimization methods have demonstrated capable as synthesis tools for designing single-DOF compliant mechanisms. The development of topology optimisation approaches for solving multi-DOF compliant mechanism design problems is relatively undeveloped and comes with severe challenges. These design problems typically involve many different loading conditions and stringent design requirements, increasing the complexity of the optimisation problem and required computational effort. Available formulations only partly address these issues and tend to be complex to understand, implement, and use or have limited applicability. This dissertation focuses on developing topology optimisation approaches for synthesising multi-DOF compliant mechanisms with relatively short strokes, which justifies the use of linear elasticity theory. The objective is the development of a topology optimisation problem formulation that is simple to understand, implement and use, applicable to a wide range of problems and relatively computationally efficient. When parts of the structure are forced into a prescribed motion, the energy contained in a compliant system is an indirect measure of the resistance to this motion. One can thus capture the characteristic stiffness of arbitrarily complex kinematics using a single energy measure. The main discovery of this study is that topology optimisation problem formulations based on specific combinations of such energy measures provide a unique combination of simplicity, versatility and computationally efficiency. While similar to the classic compliance minimisation problem, the proposed generalisation for compliant mechanism problems holds similar advantageous optimisation properties. It minimises the number and strictness of design constraints simplifying the optimisation problem. Despite the advantages, such integrated measures come with the loss of exact control over individual displacements and stiffnesses. This dissertation demonstrates the broad applicability of this formulation to the design of high-resolution decoupled multi-DOF compliant mechanisms, as well as flexures and shape-morphing structures. Furthermore, this dissertation studies the impact of design for additive manufacturing constraints on the optimization of compliant mechanisms. A critical observation to designing practically relevant compliant mechanisms is that design for additive manufacturing considerations predominantly impacts thin flexural elements. One may exploit the observation of local impact to reduce the typically negative impact of design for additive manufacturing constraints on the performance of the optimised compliant system. This dissertation introduces a computationally efficient approach to redesign the most critical regions of compliant mechanisms considering design for additive manufacturing constraints while minimizing the negatively influence on the mechanism performance. This redesign approach allows for high-resolution design and accurate modelling of sensitive flexures, providing solutions that are superior to imposing the same restrictions on the entire design domain without substantial additional computational cost. This dissertation also addresses the aspect of computation effort. The relationship between input and output ports defines the working principle of a compliant mechanism. As a result, the response functions standard in multi-DOF design problems are typically a function of the motion at those ports, and the loads often apply to the same ports. This property provides the possibility to reduce computational costs. Such optimisation problems are typically characterised by multiple combinations of boundary and loading conditions and many constraint functions, substantially increasing the computational cost of calculating the response functions and accompanying sensitivity analysis. By exploiting the characteristics of the multi-DOF compliant mechanism design problem and using static condensation, we demonstrate increased computational efficiency in solving problems with different boundary conditions. Although this is a well-known technique, the use of static condensation and corresponding advantages have not been studied in-depth in this context. The sensitivities of the procedure can be calculated without solving other systems of equations of high dimensionality, making this approach very suitable for use in gradient-based optimisation methods. In addition to problems with varying boundary conditions, there is a significant potential for reducing the computational cost for problems involving similar boundary conditions, common in multi-DOF compliant mechanism design problems. Although not commonly detected, such problems contain linear dependencies between the encountered applied loads and adjoint loads. Manually keeping track of such dependencies becomes tedious for real-world design problems that become increasingly involved. This dissertation introduces a linear-dependency-aware-solver that can efficiently detect such linear dependencies between all loads to automatically avoid solving unnecessary equations. In summary, insights and tools are provided to efficiently and effectively (re)design practically relevant high-resolution three-dimensional multi-DOF compliant mechanisms. Energy-based measures under prescribed motion scenarios offer a versatile and straightforward basis for optimising problem formulations, allowing quantitative control over mechanism stiffness and motion transmission. We envision that such problem formulations will find widespread use in industry to design complex compliant systems such as implants, optical mounts and manipulation stages.
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High-tech equipment critically relies on flexures for precise manipulation and measurement. Through elastic deformation, flexures offer extreme position repeatability within a limited range of motion in their degrees of freedom, while constraining motion in the degrees of constraint. Topology optimization proves a prospective tool for the design of short-stroke flexures, providing maximum design freedom and allowing for application-specific requirements. State-of-the-art topology optimization formulations for flexure synthesis are subject to challenges like ease of use, versatility, implementation complexity, and computational cost, leaving a generally accepted formulation absent. This study proposes a novel topology optimization formulation for the synthesis of short-stroke flexures uniquely based on strain energy measures under prescribed displacement scenarios. The resulting self-adjoint optimization problem resembles great similarity to 'classic' compliance minimization and inherits similar implementation simplicity, computational efficiency, and convergence properties. Numerical examples demonstrate the versatility in flexure types and the extendability of additional design requirements. The provided source code encourages the formulation to be explored and applied in academia and industry.
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Selective laser melting (SLM) is a promising additive manufacturing process for fabricating complex geometries of metallic parts. The SLM processing parameters can have a major effect on microstructure and mechanical behavior of the fabricated metallic parts. In this work, the effect of laser spot size, hatch spacing, energy density, scan strategy, scanning speed and laser power on the microstructure and mechanical behavior of SLM-processed 316L stainless steel samples has been studied. These samples processed with different processing parameters were characterized by performing microhardness, tensile tests, x-ray diffraction (XRD) analysis, Energy dispersive spectroscopy (EDS) and scanning electron microscopy (SEM) analysis. The samples fabricated with a larger laser spot size exhibited higher tensile strength as well as higher microhardness values. A similar trend was observed for samples processed with higher laser power and hatch spacing. For the same energy density, higher laser power and lower scanning speed significantly enhance the mechanical properties of SLM processed samples compared to those fabricated with lower laser power and higher scanning speed. Therefore, it can be concluded that laser power has a more dominant role in governing the mechanical properties of SLM processed parts than scanning speed.
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Compliant mechanisms are crucial components in current and future high-precision applications. Topology optimization and additive manufacturing offer freedom to design complex compliant mechanisms that were impossible to realize using conventional manufacturing. Design for additive manufacturing constraints, such as the maximum overhang angle and minimum feature size, tend to drastically decrease the performance of topology optimized compliant mechanisms. It is observed that, among others, design for additive manufacturing constraints are only dominant in the flexure regions. Flexures are most sensitive to manufacturing errors, experience the highest stress levels and removal of support material carries the highest risk of failure. It is crucial to impose these constraints on the flexure regions, while in others part of the compliant mechanism design, these constraints can be relaxed. We propose to first design the global compliant mechanism layout in the full domain without imposing any design for additive manufacturing constraints. Subsequently we redesign selected refined local redesign domains with design for additive manufacturing constraints, whilst simultaneously considering the mechanism performance. The method is applied to a single-input-multi-output compliant mechanism case study, limiting the maximum overhang angle, introducing manufacturing robustness and limiting the maximum stress levels of a selected refined redesign domain. The high resolution local redesigns are detailed and accurate, without a large additional computational effort or decrease in mechanism performance. Thereto, the method proves widely applicable, computationally efficient and effective in its purpose.
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