Design optimization of shape memory alloy structures

This thesis explores the possibilities of design optimization techniques for designing shape memory alloy structures. Shape memory alloys are materials which, after deformation, can recover their initial shape when heated. This effect can be used for actuation. Emerging applications for shape memory alloys are e.g. miniaturized medical instruments with embedded actuation, as well as microsystem components. However, designing effective shape memory alloy structures is a challenging task, due to the complex material behavior and the close relationship between geometry, electrical, thermal and mechanical properties of the structure. In this thesis, various approaches are developed to combine optimization algorithms with computational modeling of shape memory alloy structures. The focus is on the shape memory behavior of NiTi alloys that exhibit the R-phase/austenite transformation. Dedicated computationally efficient constitutive models are formulated to capture this behavior and predict the performance of designs. The considered optimization approaches include deterministic shape optimization, shape optimization under bounded-but-unknown uncertainty, gradient-based shape optimization and topology optimization. Together they provide a collection of efficient and systematic techniques to generate well-performing designs. Their applicability and effectiveness is evaluated by application to design studies of realistic complexity, involving the design of miniature grippers and steerable catheters. The developed design optimization techniques are expected to be of great use for the design of future instruments and devices that utilize shape memory alloy actuation.

[1]  Ole Sigmund,et al.  Design of multiphysics actuators using topology optimization - Part I: One-material structures , 2001 .

[2]  R. Haftka,et al.  Review of options for structural design sensitivity analysis. Part 1: Linear systems , 2005 .

[3]  David W Rattner,et al.  Future directions in innovative minimally invasive surgery , 1999, The Lancet.

[4]  C. Mattheck,et al.  A new method of structural shape optimization based on biological growth , 1990 .

[5]  K. Pister,et al.  Single mask, large force, and large displacement electrostatic linear inchworm motors , 2001, Technical Digest. MEMS 2001. 14th IEEE International Conference on Micro Electro Mechanical Systems (Cat. No.01CH37090).

[6]  Ronald S. Fearing,et al.  Powering 3 Dimensional Microrobots: Power Density Limitations , 1998 .

[7]  Peter Wriggers,et al.  Non‐linear finite element analysis of solids and structures, volume 1: Essentials, M. A. Crisfield, John Wiley. ISBN: 0‐471‐92956‐5 , 1994 .

[8]  K. I. Arai,et al.  Swimming micro-machine driven by magnetic torque , 2001 .

[9]  P. Podersen,et al.  Some general optimal design results using anisotropic, power law nonlinear elasticity , 1998 .

[10]  Kyung K. Choi,et al.  Design sensitivity analysis and optimization of non‐linear transient dynamics. Part I—sizing design , 2000 .

[11]  Yoon Young Kim,et al.  Topology Optimization for Multiphysics Problems Using the Element Connectivity Parameterization Method , 2004 .

[12]  Isaac Elishakoff,et al.  Whys and Hows in Uncertainty Modelling , 1999 .

[13]  J. N. Lyness,et al.  Numerical Differentiation of Analytic Functions , 1967 .

[14]  J E Avron,et al.  Optimal swimming at low Reynolds numbers. , 2004, Physical review letters.

[15]  Metin Sitti,et al.  Biomimetic propulsion for a swimming surgical micro-robot , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[16]  B. Lindsay,et al.  Novel, Magnetically Guided Catheter for Endocardial Mapping and Radiofrequency Catheter Ablation , 2002, Circulation.

[17]  R. Haftka,et al.  Structural design under bounded uncertainty-optimization with anti-optimization , 1994 .

[18]  S. Vogel,et al.  Life in Moving Fluids , 2020 .

[19]  George Trapp,et al.  Using Complex Variables to Estimate Derivatives of Real Functions , 1998, SIAM Rev..

[20]  Paolo Dario,et al.  Microactuators for microrobots: a critical survey , 1992 .

[21]  Jasbir S. Arora,et al.  Introduction to Optimum Design , 1988 .

[22]  Yoichi Haga,et al.  Batch fabricated flat meandering shape memory alloy actuator for active catheter , 2001 .

[23]  F. van Keulen,et al.  Gradient-enhanced response surface building , 2004 .

[24]  Sergej Fatikow,et al.  Microsystem Technology and Microrobotics , 1997, Springer Berlin Heidelberg.

[25]  Reinhold Steinhauser,et al.  Application of vector performance optimization to a robust control loop design for a fighter aircraft , 1983 .

[26]  Panayiotis Papadopoulos,et al.  Constitutive modelling and numerical simulation of multivariant phase transformation in superelastic shape‐memory alloys , 2004 .

[27]  J. Korvink,et al.  Structure topology optimization: fully coupled level set method via FEMLAB , 2005 .

[28]  H. Gea,et al.  Topology optimization of nonlinear structures , 2004 .

[29]  G. Lim,et al.  Future of active catheters , 1996 .

[30]  C. M. Wayman,et al.  The R-phase transition and associated shape memory mechanism in Ti-Ni single crystals , 1988 .

[31]  Craig A. Rogers,et al.  Design of Shape Memory Alloy Actuators , 1992 .

[32]  James G. Boyd,et al.  Thermomechanical Response of Shape Memory Composites , 1993, Smart Structures.

[33]  Sunil K. Agrawal,et al.  Biomedical Assist Devices and New Biomimetic Machines—A Short Perspective , 2005 .

[34]  F. van Keulen,et al.  Rigorous improvement of semi-analytical design sensitivities by exact differentiation of rigid body motions , 1998 .

[35]  B. Stambler,et al.  Novel Steerable Telescoping Catheter System for Implantation of Left Ventricular Pacing Leads , 2005, Journal of Interventional Cardiac Electrophysiology.

[36]  Fred van Keulen,et al.  Modeling of a Shape Memory Alloy Active Catheter , 2004 .

[37]  C. M. Wayman,et al.  Shape-Memory Materials , 2018 .

[38]  Y. Y. Kim,et al.  Hinge-free topology optimization with embedded translation-invariant differentiable wavelet shrinkage , 2004 .

[39]  P. Dario,et al.  A miniature device for medical intracavitary intervention , 1991, [1991] Proceedings. IEEE Micro Electro Mechanical Systems.

[40]  Maria Chiara Carrozza,et al.  A microrobotic system for colonoscopy , 1997, Proceedings of International Conference on Robotics and Automation.

[41]  Marco A. Zenati,et al.  Crawling on the Heart: A Mobile Robotic Device for Minimally Invasive Cardiac Interventions , 2004, MICCAI.

[42]  M. J. de Ruiter,et al.  Topology Optimization using a Topology Description Function Approach , 2005 .

[43]  S. Shankar Sastry,et al.  Applications of micromechatronics in minimally invasive surgery , 1998 .

[44]  R. Maboudian,et al.  High-performance surface-micromachined inchworm actuator , 2003, Journal of Microelectromechanical Systems.

[45]  Scott H. Goodwin-Johansson,et al.  Integrated force arrays: theory and modeling of static operation , 1995 .

[46]  Panos Y. Papalambros,et al.  Panos Papalambros a Survey of Structural Optimization in Mechanical Product Development , 2022 .

[47]  Shoichi Endo,et al.  Effect of Hydrostatic Pressures on Thermoelastic Martensitic Transformations in Aged Ti–Ni and Ausaged Fe–Ni–Co–Ti Shape Memory Alloys , 1992 .

[48]  K. Tanaka,et al.  Deformation behaviour of tini shape memory alloy undergoing R-phase reorientation in torsion-tension (compression) tests , 1999 .

[49]  Hugh Herr,et al.  A swimming robot actuated by living muscle tissue , 2004, Journal of NeuroEngineering and Rehabilitation.

[50]  Gene Hou,et al.  First- and Second-Order Aerodynamic Sensitivity Derivatives via Automatic Differentiation with Incremental Iterative Methods , 1996 .

[51]  Masayoshi Esashi,et al.  An Active Guide Wire With Shape Memory Alloy Bending Actuator Fabricated By Room Temperature Process , 2002 .

[52]  Niels Olhoff,et al.  Topology optimization of continuum structures: A review* , 2001 .

[53]  Xiaoming Wang,et al.  Structural shape and topology optimization in a level-set-based framework of region representation , 2004 .

[54]  R. Haftka Sensitivity calculations for iteratively solved problems , 1985 .

[55]  藤正 巌 Micromachines : a new era in mechanical engineering , 1996 .

[56]  Pressurized Shape Memory Thin Films , 2000 .

[57]  Greg Lindstrom,et al.  Programming with Python , 2005, IT Professional.

[58]  T. Robinson,et al.  Minimally invasive surgery , 1999, European Surgical Research.

[59]  Shuichi Miyazaki,et al.  Development of stress-optimised shape memory microvalves , 1999 .

[60]  Rachel Z. Pytel,et al.  Artificial muscle technology: physical principles and naval prospects , 2004, IEEE Journal of Oceanic Engineering.

[61]  Tsunehiko Todoroki Shape Memory Sensor and Actuator for Air Conditioners , 1990 .

[62]  S. Büttgenbach,et al.  Shape memory microactuators , 2001 .

[63]  Victor Birman,et al.  Optimum design of hybrid shape memory alloy sandwich panels for maximum natural frequencies , 1996, Smart Structures.

[64]  S. H. Lo,et al.  Finite element implementation , 1996 .

[65]  James K. Guest,et al.  Achieving minimum length scale in topology optimization using nodal design variables and projection functions , 2004 .

[66]  K. Ishiyama,et al.  Effect of machine shape on swimming properties of the spiral-type micro-machine , 1999, IEEE International Magnetics Conference.

[67]  Byungkyu Kim,et al.  Design and fabrication of a locomotive mechanism for capsule-type endoscopes using shape memory alloys (SMAs) , 2005, IEEE/ASME Transactions on Mechatronics.

[68]  Andreas Griewank,et al.  Algorithm 755: ADOL-C: a package for the automatic differentiation of algorithms written in C/C++ , 1996, TOMS.

[69]  Y. Kim,et al.  Element connectivity parameterization for topology optimization of geometrically nonlinear structures , 2005 .

[70]  Victor Birman,et al.  An approach to optimization of shape memory alloy hybrid composite plates subjected to low-velocity impact , 1996 .

[71]  T. W. Duerig,et al.  The Use of Superelasticity in Modern Medicine , 2002 .

[72]  Kazuhiro Kosuge,et al.  Micro active catheter system with multi degrees of freedom , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[73]  J. Van Humbeeck,et al.  Shape Memory Alloys: A Material and a Technology , 2001 .

[74]  Vassili Toropov,et al.  NEW DEVELOPMENTS IN STRUCTURAL OPTIMIZATION USING ADAPTIVE MESH REFINEMENT AND MULTIPOINT APPROXIMATIONS , 1997 .

[75]  Y. Kim,et al.  Optimal Layout Design Using the Element Connectivity Parameterization Method : Application to Three-Dimensional Geometrical Nonlinear Structures , 2005 .

[76]  Yoshio Kawamura,et al.  Martensitic Transformations in Sputter-Deposited Shape Memory Ti–Ni Films , 1996 .

[77]  Masayoshi Esashi,et al.  Biomedical microsystems for minimally invasive diagnosis and treatment , 2004, Proceedings of the IEEE.

[78]  M. Bendsøe,et al.  Topology optimization of continuum structures with local stress constraints , 1998 .

[79]  Georgios E. Stavroulakis,et al.  Parameter sensitivity in nonlinear mechanics. Theory and finite element computations: by M. Kleiber, H. Antúney, T. D. Hien, P. Kowalczyck (Wiley, Chichester, 1997) , 1998 .

[80]  E. Ramm,et al.  Large deformations and stability in topology optimization , 2005 .

[81]  Dominiek Reynaerts,et al.  A miniature manipulator for integration in a self-propelling endoscope , 2000 .

[82]  M. J. Fagan Finite element analysis: theory and practice , 1992 .

[83]  S. Sewa,et al.  Polymer actuator driven by ion current at low voltage, applied to catheter system , 1998, Proceedings MEMS 98. IEEE. Eleventh Annual International Workshop on Micro Electro Mechanical Systems. An Investigation of Micro Structures, Sensors, Actuators, Machines and Systems (Cat. No.98CH36176.

[84]  Masayoshi Esashi,et al.  Bending, torsional and extending active catheter assembled using electroplating , 2000, Proceedings IEEE Thirteenth Annual International Conference on Micro Electro Mechanical Systems (Cat. No.00CH36308).

[85]  M. Kohl,et al.  Stress-optimised shape memory microvalves , 1997, Proceedings IEEE The Tenth Annual International Workshop on Micro Electro Mechanical Systems. An Investigation of Micro Structures, Sensors, Actuators, Machines and Robots.

[86]  R. Ohta Results of R&D on catheter-type micromachine , 2001, MHS2001. Proceedings of 2001 International Symposium on Micromechatronics and Human Science (Cat. No.01TH8583).

[87]  Thomas Pardoen,et al.  The macro- and micromechanics of TRIP-assisted multiphase steels, experiments and modeling , 2001 .

[88]  T. Fukuda,et al.  Micro active guide wire catheter system-characteristic evaluation, electrical model and operability evaluation of micro active catheter , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[89]  R. Haftka,et al.  Elements of Structural Optimization , 1984 .

[90]  Q. Pei,et al.  High-field deformation of elastomeric dielectrics for actuators , 2000 .

[91]  Manfred Kohl,et al.  A novel actuation mechanism on the basis of ferromagnetic SMA thin films , 2004 .

[92]  Kyung K. Choi,et al.  Design sensitivity analysis and shape optimization of structural components with hyperelastic material , 2000 .

[93]  Y. Ben-Haim Robust reliability in the mechanical sciences , 1996 .

[94]  F. van Keulen,et al.  REFINED CONSISTENT FORMULATION OF A CURVED TRIANGULAR FINITE ROTATION SHELL ELEMENT , 1996 .

[95]  Gene H. Golub,et al.  Matrix computations , 1983 .

[96]  F. van Keulen,et al.  Refined semi-analytical design sensitivities , 2000 .

[97]  Fred van Keulen,et al.  An Alternative Approach to Response Surface Building Using Gradient Information , 2002 .

[98]  C Lexcellent,et al.  Pseudoelastic behaviour of shape memory alloy beams under pure bending: experiments and modelling , 2002 .

[99]  Michael F. Ashby,et al.  The selection of mechanical actuators based on performance indices , 1997, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[100]  Wilhelm Pfleging,et al.  Flexible distal tip made of nitinol (NiTi) for a steerable endoscopic camera system , 1999 .

[101]  Christian Bischof,et al.  The ADIFOR 2.0 system for the automatic differentiation of Fortran 77 programs , 1997 .

[103]  J. Martins,et al.  Brazil On Structural Optimization Using Constraint Aggregation , 2005 .

[104]  Sabine Ernst,et al.  Remote Catheter Ablation of Parahisian Accessory Pathways Using a Novel Magnetic Navigation System—A Report of Two Cases , 2005, Journal of cardiovascular electrophysiology.

[105]  C. M. Friend,et al.  A review of shape memory stability in NiTi alloys , 2001 .

[106]  I. Elishakoff,et al.  Convex models of uncertainty in applied mechanics , 1990 .

[107]  Fred van Keulen,et al.  Bounded-but-Unknown Uncertainties in Design Optimization by combining the Multipoint Approximation Method and Design Sensitivities , 2002 .

[108]  G. Farin Curves and Surfaces for Cagd: A Practical Guide , 2001 .

[109]  Panos Y. Papalambros,et al.  Principles of Optimal Design: Author Index , 2000 .

[110]  Ekkehard Ramm,et al.  Structural Optimization — The Interaction between Form and Mechanics , 1999 .

[111]  Thomas F. Coleman,et al.  The Efficient Computation of Structured Gradients using Automatic Differentiation , 1999, SIAM J. Sci. Comput..

[112]  W. K. Anderson,et al.  Sensitivity Analysis for Navier-Stokes Equations on Unstructured Meshes Using Complex Variables , 2001 .

[113]  John G. Webster,et al.  In vivo measurement of swine endocardial convective heat transfer coefficient , 2004, IEEE Transactions on Biomedical Engineering.

[114]  L. C. Brinson,et al.  Simplifications and Comparisons of Shape Memory Alloy Constitutive Models , 1996 .

[115]  Y. Ueda,et al.  Development of a microfine active bending catheter equipped with MIF tactile sensors , 1999, Technical Digest. IEEE International MEMS 99 Conference. Twelfth IEEE International Conference on Micro Electro Mechanical Systems (Cat. No.99CH36291).

[116]  A. Moore Of silicon and submarines , 2001, EMBO reports.

[117]  Philippe Bidaud,et al.  Optimal design of micro-actuators based on SMA wires , 1999 .

[118]  A. Pelton,et al.  An overview of nitinol medical applications , 1999 .

[119]  F. Keulen,et al.  Uncertainty-based Design Optimization of Shape Memory Alloy Microgripper using Combined Cycle-based Alternating Anti-optimization and Nested Parallel Computing , 2005 .

[120]  Tian Jian Lu,et al.  Optimal design of a flexural actuator , 2001 .

[121]  Matthijs Langelaar,et al.  Bounded-but-unknown uncertainty optimization of micro-electro-mechanical systems , 2003 .

[122]  Hisaaki Tobushi,et al.  Stress-Strain-Temperature Relationship Associated with the R-Phase Transformation in TiNi Shape Memory Alloy , 1992 .

[123]  H. Power Bio-fluid mechanics , 1995 .

[124]  Kyung K. Choi,et al.  Structural sensitivity analysis and optimization , 2005 .

[125]  Gregory D. Buckner,et al.  Actuation and Control Strategies for Miniature Robotic Surgical Systems , 2005 .

[126]  Yong Qing Fu,et al.  TiNi-based thin films in MEMS applications: a review , 2004 .

[127]  K. Svanberg The method of moving asymptotes—a new method for structural optimization , 1987 .

[128]  Shigenori Kobayashi,et al.  Thermomechanics of Transformation Pseudoelasticity and Shape Memory Effect in Alloys , 1986 .

[129]  K. Matsui,et al.  Continuous approximation of material distribution for topology optimization , 2004 .

[130]  Raphael T. Haftka,et al.  Anti-optimization technique for structural design under load uncertainties , 1998 .

[131]  Erik Lund,et al.  A Method of “Exact” Numerical Differentiation for Error Elimination in Finite-Element-Based Semi-Analytical Shape Sensitivity Analyses* , 1993 .

[132]  Georges Dumont,et al.  Finite element simulation for design optimisation of shape memory alloy spring actuators , 2005 .

[133]  M. Zhou,et al.  Checkerboard and minimum member size control in topology optimization , 2001 .

[134]  Vassili Toropov,et al.  BOUNDED-BUT-UNKNOWN UNCERTAINTIES IN DESIGN OPTIMIZATION , 2001 .

[135]  Vassili Toropov,et al.  Multiparameter structural optimization using FEM and multipoint explicit approximations , 1993 .

[136]  P. Lehenkari,et al.  Behaviour of nitinol in osteoblast-like ROS-17 cell cultures. , 2002, Biomaterials.

[138]  M. Mack,et al.  Minimally invasive and robotic surgery. , 2001, JAMA.

[139]  M. Bendsøe,et al.  Generating optimal topologies in structural design using a homogenization method , 1988 .

[140]  Michel Wautelet,et al.  Scaling laws in the macro-, micro- and nanoworlds , 2001 .

[141]  Craig A. Rogers,et al.  Design of Shape Memory Alloy Actuators , 1992 .

[142]  Pauli Pedersen,et al.  Optimal design based on power-law non-linear elasticity , 1993 .

[143]  Mathias Stolpe,et al.  A note on stress-constrained truss topology optimization , 2003 .

[144]  S. Hirose,et al.  Mathematical model and experimental verification of shape memory alloy for designing micro actuator , 1991, [1991] Proceedings. IEEE Micro Electro Mechanical Systems.

[145]  Steven J. Savage,et al.  ENGINEERING ASPECTS OF SHAPE MEMORY ALLOYS , 1991 .

[146]  GEORGE B. KAUFFMAN,et al.  The Story of Nitinol: The Serendipitous Discovery of the Memory Metal and Its Applications , 1997 .

[147]  Douglas C. Montgomery,et al.  Response Surface Methodology: Process and Product Optimization Using Designed Experiments , 1995 .

[148]  I. Elishakoff,et al.  Probabilistic Methods in the Theory of Structures , 1984 .

[149]  L. Dixon,et al.  Automatic differentiation of algorithms , 2000 .

[150]  J. N. Lyness Numerical algorithms based on the theory of complex variable , 1967, ACM National Conference.

[151]  Seung-Ki Lee,et al.  Development of endovascular microtools , 2002 .

[152]  K. Bathe Finite Element Procedures , 1995 .

[153]  M. Uchiyama,et al.  Active catheter with multi-link structure based on silicon micromachining , 1995, Proceedings IEEE Micro Electro Mechanical Systems. 1995.

[154]  Ole Sigmund,et al.  On the Design of Compliant Mechanisms Using Topology Optimization , 1997 .

[155]  J. Petersson,et al.  Numerical instabilities in topology optimization: A survey on procedures dealing with checkerboards, mesh-dependencies and local minima , 1998 .

[156]  Shuichi Miyazaki,et al.  SMA microgripper with integrated antagonism , 2000 .

[157]  Manfred Kohl,et al.  Linear microactuators based on the shape memory effect , 1997, Proceedings of International Solid State Sensors and Actuators Conference (Transducers '97).

[158]  D. De Rossi,et al.  Steerable Microcatheters Actuated by Embedded Conducting Polymer Structures , 1996 .

[159]  E. Hinton,et al.  A review of homogenization and topology optimization III—topology optimization using optimality criteria , 1998 .

[160]  E. Hinton,et al.  A review of homogenization and topology opimization II—analytical and numerical solution of homogenization equations , 1998 .

[161]  O. Sigmund,et al.  Stiffness design of geometrically nonlinear structures using topology optimization , 2000 .

[162]  Inderjit Chopra,et al.  Review of State of Art of Smart Structures and Integrated Systems , 2002 .

[163]  K. J. Gabriel,et al.  New opportunities for microactuators , 1991, TRANSDUCERS '91: 1991 International Conference on Solid-State Sensors and Actuators. Digest of Technical Papers.

[164]  Tom Quirk,et al.  There’s Plenty of Room at the Bottom , 2006, Size Really Does Matter.

[165]  Ekkehard Ramm,et al.  SENSITIVITY ANALYSIS AND OPTIMIZATION FOR NONLINEAR STRUCTURAL RESPONSE , 2001 .

[166]  Koji Ikuta,et al.  Safety-Active Catheter with Multiple-Segments Driven by Micro-hydraulic Actuators , 2002, MICCAI.

[167]  H. Tobushi,et al.  Stress-Strain-Temperature Relationship Associated with the R-Phase Transformation in TiNi Shape Memory Alloy : Influence of Shape Memory Processing Temperature , 1993 .

[168]  Victor Birman,et al.  Review of Mechanics of Shape Memory Alloy Structures , 1997 .

[169]  P Dario,et al.  Development and in vitro testing of a miniature robotic system for computer-assisted colonoscopy. , 1999, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

[170]  Vassili Toropov,et al.  The Multi‐Point Approximation Method in a Parallel Computing Environment , 1999 .

[171]  A Ruzzu,et al.  Positioning system for catheter tips based on an active microvalve system , 1998 .

[172]  Koji Ikuta,et al.  Safety active catheter with multi-segments driven by innovative hydro-pressure micro actuators , 2003, The Sixteenth Annual International Conference on Micro Electro Mechanical Systems, 2003. MEMS-03 Kyoto. IEEE.

[173]  E. Hinton,et al.  A review of homogenization and topology optimization I- homogenization theory for media with periodic structure , 1998 .

[174]  R. Haber,et al.  Design sensitivity analysis for rate-independent elastoplasticity , 1993 .

[175]  F. van Keulen,et al.  Modeling and design of shape memory alloy actuators , 2005, EuroSimE 2005. Proceedings of the 6th International Conference on Thermal, Mechanial and Multi-Physics Simulation and Experiments in Micro-Electronics and Micro-Systems, 2005..

[176]  N. Toyama,et al.  Innovations: Laser-Cutting Nickel-Titanium , 2002 .

[177]  M. Wang,et al.  Radial basis functions and level set method for structural topology optimization , 2006 .

[178]  Jan Van Humbeeck,et al.  Non-medical applications of shape memory alloys , 1999 .

[179]  T. Ikeda,et al.  Micromechanical modeling of polycrystalline shape-memory alloys including thermo-mechanical coupling , 2003 .

[180]  K. Yamazaki,et al.  A new approach for the solution of singular optima in truss topology optimization with stress and local buckling constraints , 2001 .

[181]  A. Ziółkowski,et al.  Thermodynamical model of reversible R-phase transformation in TiNi shape memory alloy , 1994 .

[182]  Robert V. Kohn,et al.  Symmetry, texture and the recoverable strain of shape-memory polycrystals , 1996 .

[183]  Seonho Cho,et al.  Topological shape optimization of geometrically nonlinear structures using level set method , 2005 .

[184]  Kyung K. Choi,et al.  Structural Sensitivity Analysis and Optimization 1: Linear Systems , 2005 .

[185]  Moshe Shoham,et al.  Propulsion of a Swimming Micro Medical Robot , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[186]  Masayoshi Esashi,et al.  A multilink active catheter with polyimide-based integrated CMOS interface circuits , 1999 .

[187]  Hisaaki Tobushi,et al.  Thermodynamical modelling of recovery stress associated with R-phase transformation in TiNi shape memory alloys , 1994 .

[188]  Hisaaki Tobushi,et al.  Thermomechanical properties due to martensitic and R-phase transformations of TiNi shape memory alloy subjected to cyclic loadings , 1996 .

[189]  Mirko Schiemann,et al.  Vascular guide wire navigation with a magnetic guidance system: experimental results in a phantom. , 2004, Radiology.

[190]  E. Ramm,et al.  Adaptive topology optimization of elastoplastic structures , 1998 .

[191]  Jasbir S. Arora,et al.  Guide to structural optimization , 1997 .

[192]  M. Esashi,et al.  An active catheter with integrated circuit for communication and control , 1999, Technical Digest. IEEE International MEMS 99 Conference. Twelfth IEEE International Conference on Micro Electro Mechanical Systems (Cat. No.99CH36291).

[193]  K. Melton,et al.  Ni-Ti Based Shape Memory Alloys , 1990 .

[194]  Kazuhisa Yanagisawa,et al.  Multi-Freedom Tube Type Manipulator with SMA Plate , 1996 .

[195]  Keith J. Rebello,et al.  Applications of MEMS in surgery , 2004, Proceedings of the IEEE.

[196]  Eckhard Quandt,et al.  Thin film shape memory microvalves with adjustable operation temperature , 2000 .

[197]  Thomas A. Poulsen A new scheme for imposing a minimum length scale in topology optimization , 2003 .

[198]  R. L. Smith,et al.  Electrostatic inchworm microsystem with long range translation , 2004 .

[199]  J. Ostrowski,et al.  Experimental feedforward and feedback control of a one-dimensional SMA composite , 2002 .

[200]  Dong-Chul Han,et al.  Intravascular micro active catheter for minimal invasive surgery , 2000, 1st Annual International IEEE-EMBS Special Topic Conference on Microtechnologies in Medicine and Biology. Proceedings (Cat. No.00EX451).