Analysis, design, and optimization of thermal in-plane microactuator- chevron type

被引:0
|
作者
Puneeth K.B. [1 ]
Seetharamu K.N. [1 ]
机构
[1] PES Institute of Technology, Bengaluru
来源
Journal of Microelectronics and Electronic Packaging | 2011年 / 8卷 / 03期
关键词
Artificial neural network; Finite element analysis; Genetic algorithm; Thermal actuator;
D O I
10.4071/imaps.0296
中图分类号
学科分类号
摘要
A predictive model of thermal actuator behavior has been developed and validated that can be used as a design tool to customize the performance of an actuator to a specific application. Modeling thermal actuator behavior requires the use of two sequentially or directly coupled models, the first to predict the temperature increase of the actuator due to the applied voltage and the second to model the mechanical response of the structure due to the increase in temperature. These models have been developed using ANSYS for both thermal response and structural response. Consolidation of FEA (finite element analysis) results has been carried out using an ANN (artificial neural network) in MATLAB. It is seen that an ANN can be successfully employed to interpolate and predict FEA results, thus avoiding necessity of running FEA code for every new case. Furtheroptimization of geometry for maximum actuation length has been carried out using a GA (genetic algorithm) in MATLAB. The results of the GA were verified against the ANN and FEA results.
引用
收藏
页码:102 / 109
页数:7
相关论文
共 21 条
  • [1] Design and fabrication of a MEMS chevron-type thermal actuator
    Baracu, Angela
    Voicu, Rodica
    Mueller, Raluca
    Avram, Andrei
    Pustan, Marius
    Chiorean, Radu
    Birleanu, Corina
    Dudescu, Cristian
    INTERNATIONAL CONFERENCES AND EXHIBITION ON NANOTECHNOLOGIES & ORGANIC ELECTRONICS (NANOTEXNOLOGY 2014), 2015, 1646 : 25 - 30
  • [2] Multiphysics field analysis and evolutionary optimization: Design of an electro-thermoelastic microactuator
    Di Barba, Paolo
    Liu, Bo
    Mognaschi, Maria Evelina
    Venini, Paolo
    Wiak, Slawomir
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2017, 54 (03) : 433 - 448
  • [3] Eccentricity-Based Optimization Procedure for Strength Design of RC Sections under Compression and In-Plane Bending Moment
    Lopez-Martin, D.
    Carbonell-Marquez, J. F.
    Gil-Martin, L. M.
    Hernandez-Montes, E.
    JOURNAL OF STRUCTURAL ENGINEERING, 2014, 140 (01)
  • [4] Towards the design of sandwich panel composites with enhanced mechanical and thermal properties by variation of the in-plane Poisson's ratios
    Whitty, JPM
    Alderson, A
    Myler, P
    Kandola, B
    COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING, 2003, 34 (06) : 525 - 534
  • [5] Dynamic Instability Analysis and Design Charts of Curved Panels with Linearly Varying Periodic In-Plane Load
    Patel, G.
    Nayak, A. N.
    Srivastava, A. K. L.
    INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2021, 21 (09)
  • [6] Design and optimization of lithium-ion battery protector with auxetic honeycomb for in-plane impact using machine learning method
    Biharta, Michael Alfred Stephenson
    Santosa, Sigit Puji
    Widagdo, Djarot
    FRONTIERS IN ENERGY RESEARCH, 2023, 11
  • [7] Sensitivity analysis and optimization of coupled thermal and flow problems with applications to contraction design
    Wang, ZX
    Tortorelli, DA
    Dantzig, JA
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 1996, 23 (10) : 991 - 1020
  • [8] FE analysis of the in-plane mechanical properties of a novel Voronoi-type lattice with positive and negative Poisson's ratio configurations
    Bouakba, Mustapha
    Bezazi, Abderrezak
    Scarpa, Fabrizio
    INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2012, 49 (18) : 2450 - 2459
  • [9] Parametric Analysis and Optimization Design of the Twin-Volute for a New Type of Dishwasher Pump
    Sun, Haichao
    Xu, Hui
    Li, Yanjun
    Wang, Xikun
    Li, Yalin
    PROCESSES, 2023, 11 (02)
  • [10] Electro-Thermal Coupling Finite Element Analysis and Optimization Design of Current Lead in SMES
    Ma, Jing
    Liu, Ruifang
    Zhang, Hongjie
    IEEE PEDG 2010: THE 2ND INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS, 2010, : 778 - 781