Pre-processing methodology for optimizing stereolithography apparatus build performance

被引:43
作者
Canellidis, V. [1 ]
Dedoussis, V. [1 ]
Mantzouratos, N. [1 ]
Sofianopoulou, S. [1 ]
机构
[1] Univ Piraeus, Dept Ind Management Technol, Ctr Prod Dev Rapid Prototyping, GR-18534 Piraeus, Greece
关键词
rapid prototyping; stereolithography; orientation problem; packing problem; build performance; genetic algorithm;
D O I
10.1016/j.compind.2006.02.004
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The performance of a rapid prototyping technology depends, to a great extent, on the way parts are oriented and packed on the machine's build platform. The present work focuses on stereolithography systems. It describes a pre-processing methodology that 'automates' the procedure of finding 'good' fabrication orientations and packing arrangements. The method proposed consists of two separate, but interrelated, stages: the orientation and the packing stage. At first, each part is appropriately oriented to achieve better surface quality and either minimal support structure or lower build time or minimal projection area. The second stage considers the projections of the parts on the fabrication platform. The associated 2D bin-packing problem is addressed by a genetic algorithm in conjunction with a new improved placement rule. The performance of the present approach is demonstrated via two sets of case studies, which concern simple nearly orthogonal-shaped parts and representative 'real-world' objects/parts. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:424 / 436
页数:13
相关论文
共 21 条
  • [1] [Anonymous], 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
  • [2] CANELLIDIS V, 2002, THESIS U PIRAEUS
  • [3] Chambers L., 1995, PRACTICAL HDB GENETI, V1
  • [4] Chambers L.D., 1995, The Practical Handbook of Genetic Algorithms: New Frontiers, V2
  • [5] DICKINSON JK, 1998, SPIE INTELLIGENT ROB, V17, P130
  • [6] Some UK medical schools make the grade
    Dickson, D
    [J]. NATURE MEDICINE, 1997, 3 (02) : 133 - 133
  • [7] SOLUTION APPROACHES TO IRREGULAR NESTING PROBLEMS
    DOWSLAND, KA
    DOWSLAND, WB
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1995, 84 (03) : 506 - 521
  • [8] An algorithm for polygon placement using a bottom-left strategy
    Dowsland, KA
    Vaid, S
    Dowsland, WB
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 141 (02) : 371 - 381
  • [9] A study of the build-time estimation problem for Stereolithography systems
    Giannatsis, J
    Dedoussis, V
    Laios, L
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2001, 17 (04) : 295 - 304
  • [10] Evolution of appropriate crossover and mutation operators in a genetic process
    Hong T.-P.
    Wang H.-S.
    Lin W.-Y.
    Lee W.-Y.
    [J]. Applied Intelligence, 2002, 16 (1) : 7 - 17