GENG Guo-hua, SHI Chen-chen, WEI Xiao-ran etc. Model segmentation and packaging in 3D printing[J]. Editorial Office of Optics and Precision Engineering, 2016,24(6): 1439-1447
GENG Guo-hua, SHI Chen-chen, WEI Xiao-ran etc. Model segmentation and packaging in 3D printing[J]. Editorial Office of Optics and Precision Engineering, 2016,24(6): 1439-1447 DOI: 10.3788/OPE.20162406.1439.
To improve the printing efficiency of three-dimensional model of 3D printing technology and reduce the cost of printing materials and shorten printing time
a kind of global optimal model segmentation and packaging algorithm was proposed. Firstly
the model given was segmented into several blocks with the shape of pyramid. Then
the advantages of a kind of improved taboo search algorithm was taken to search for the optimal packaging scheme
and the volume of backing materials were reduced as far as possible. According to the volume of blocks
the initial solution which is beneficial to global optimization was provided
and by controlling neighborhood generative rule and candidate solution
the search was more efficient and the speed of optimization searching was sharply improved. Finally
various components formed by printing were compounded into the entirety. The experimental results indicate that for generated packaging scheme
the printing time with 14%-38% is saved
while the printing materials with 21%-46% are also saved. From the model segmentation by this method
there is few number of blocks caused
efficient and reasonable packages
which not only availably improves printing efficiency but also reduces printing time and backing materials consump- tion.
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references
HU R Z, LI H H, ZHANG H, et al.. Approximate pyramidal shape decomposition[J]. Acm Transactions on Graphics, 2014, 33(6):Article No. 213.
LUO L J, BARAN I, RUSINKIEWICZ S, et al.. Chopper: partitioning models into 3D-printable parts[J]. Acm Transactions on Graphics, 2012, 31(6):439-445.
HAO J, FANG L, WILLIAMS R E. An efficient curvature-based partitioning of large-scale STL models [J]. Rapid Prototyping Journal, 2011, 17(2):116-127.
CHEN D, PITCHAYA S, LAN J T, et al.. Computing and fabricating multiplanar models[J]. Computer Graphics Forum, 2013, 32(32):305-315.
XIN S Q, LAI C F, FU C W, et al.. Making burr puzzles from 3D models[J]. Acm Transactions on Graphics, 2011, 30(4):76-79.
SONG P, FU C W, COHEN-Or D. Recursive interlocking puzzles[J]. Acm Transactions on Graphics, 2012, 31(6): 439-445.
SCHWARTZBURG Y, PAULY M. Fabrication-aware Design with intersecting planar pieces[J]. Computer Graphics Forum, 2013, 32(2):317-326.
SONG P, FU Z, LIU L, et al.. Printing 3D objects with interlocking parts[J]. Computer Aided Geometric Design, 2015, 35-36:137-148.
PAVLIDIS V F, FRIEDMAN E G. Three-Dimensional Integrated Circuit Design[M]. Massachusetts :Morgan Kaufmann Publishers Inc, 2009.
DOWSLAND K A. Some experiments with simulated annealing techniques for packing problems[J]. European Journal of Operational Research, 1993, 68(93):389-399.
WANG H, CHEN Y. A hybrid genetic algorithm for 3D bin packing problems[C]. 2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 2010, 703-707.
CHERNOV N, STOYAN Y, ROMANOVA T. Mathematical model and efficient algorithms for object packing problem[J]. Computational Geometry, 2010, 43(5):535-553.
VANEK J, GARCIA J A, BENES B, et al.. PackMerger : A 3D print volume optimizer[J]. Computer Graphics Forum, 2014, 33(6):322-332.
CHEN X, ZHANG H, LIN J. Dapper: decompose-and-pack for 3D printing[J]. ACM Transactions on Graphics, 2015,34(6): Article No. 213 .
GLOVER F, MARTI R. Tabu search[J]. General Information, 1998, 106(2):221-225.
冯筠,陈雨,仝鑫龙,等. 三维颅骨特征点的自动标定[J]. 光学 精密工程,2014,22(5):1388-1394. FENG J, CHEN Y, TONG X L, et al.. Automatic feature point extraction for three-dimensional skull [J]. Opt.Precision Eng., 2014, 22(5):1388-1394.(in Chinese)
张雨禾,耿国华,魏潇然. 散乱点云谷脊特征提取[J]. 光学 精密工程,2015,23(1):310-318. ZHANG Y H, GENG G H, WEI X R.Valley-ridge feature extraction from point clouds[J].Opt.Precision Eng., 2015, 23(1):310-318. (in Chinese)
宋长辉,杨永强, 张曼慧,等. 基于数字化3D技术的股骨假体再设计与激光选区熔化制造[J]. 光学 精密工程, 2014, 22(8):2117-2126. SONG CH H, YANG Y Q, ZHANG M H, et al.. Redesign and selective laser melting manufacturing of femoral component based on digital 3D technology[J]. Opt. Precision Eng. , 2014, 22(8):2117-2126. (in Chinese)