CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id caadria2016_529
authors Rust, Romana; David Jenny, Fabio Gramazio and Matthias Kohler
year 2016
title Spatial Wire Cutting: Cooperative robotic cutting of non-ruled surface geometries for bespoke building components
source Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 529-538
summary The research project Spatial Wire Cutting (SWC) investi- gates a multi-robotic cutting technique that allows for an efficient production of geometrically complex architectural components. Being pursued by the group of Gramazio Kohler Research at ETH Zurich, this approach involves a spatially coordinated movement of two six- axis robotic arms that control the curvature of a hot-wire, which adopts itself against the resistance of the processed material (e.g. pol- ystyrene). In contrast to standard CNC hot-wire cutting processes, in which the cutting medium remains linear, it allows the automated fab- rication of non-ruled, doubly curved surfaces. This pursuit includes the development of a custom digital design and robotic control framework that combines computational simulation and manufactur- ing feedback information. Ultimately, SWC enables a considerably expanded design and fabrication space for complex architectural ge- ometries and their construction through automated robotic technology. This paper addresses the applied workflow and technology 1) such as computational design and simulation, robotic control and adaptive fabrication, 2) results of application within a two-week design and building workshop, and 3) will conclude with further steps of future research.
keywords Computational design and digital fabrication; feedback-based automated manufacturing; multi-robot control; digital simulation; hot-wire cutting
series CAADRIA
email rust@arch.ethz.ch
full text file.pdf (5,877,924 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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sigradi2016_690ww, 90e5, abc4, 8fb2, 7742, 8892, 6ec0, 1dcb, 4e55, caadria2015_168k25, ef0c, 0db0, 83fa, 0fa3, f100, 2fe4, 92e3, 6f5a, 9981, 444f, 7872, fdea, ecaade2015_172d37, 40a8, 2c07, 8ee0, caadria2017_072b23, bf2c, b85b, 4b4f, caadria2015_122g19, ef44, 4e3b, 4ac3, e215, 60a3, 1f2f, 8c94, 4675, 5bac, 2311, 11b6, ab25, 30ed, fb05, c40e, 78f8, 2570, 7ca1, 2370, 88d1, 86f6, 06da, 2c1f, 5e4a, 8c5f, 7943, ecaade2014_133v29, 3899, 59f9, fa3b, 7f01, c089, f499, 166e, eed1, f4dd, 3ef2, b948, 28d4, e391, 2a04, ecaade2014_078r18, 761d, ecaade2014_095t22, fe12, a852, f22a, 8752, acadia16_62i4, cd68, 21bc, f0c5, b7e7, 9435, 3d94, sigradi2016_817d, 06e7, 5648, a418, sigradi2014_186w5, acadia14_627f, 44a7, 3758, 859b, d81d, f1e2, a9ea, d9eb, d875, 68f4, 37a9, acadia16_478p28, cec2, af7c, 4269, e06b, ecaade2016_216y54, ecaade2016_241e64, 2158, acadia14projects_479ay, 69a0, f56b, 6f00, c701, 3f1c, ascaad2016_030e12, ascaad2014_008s4, 3d43, sigradi2015_10.309v21, d0cc, c8ee, c864, ecaade2015_110i21, 26af, 09e9, 4cfa, acadia14_229n, 8724, sigradi2014_345g8, 0d94, 0e40, 0bae, 9345, 262f, a761, 4f23, acadia15_110v3, d11f, 3e97, 6139, 5b20, 6328, 32ec, b8fb, 0495, a272, e9fc, 7a20, 13a2, bcdd, 42bf, f39f, 2eca, 6b0b, 3d24, 6655, 4a8c, ascaad2014_024v5, 2dd7, 6beb, 2cf0, 6a54, 5e86, 078f, bd2a, 92bd, 8f0d, 2168, af36, eac7, bb5b, 04d4, bb3a, 5ff2, caadria2017_155m39, 0684, cbda, fa26, 84e7, acadia16_124f9, ecaade2016_048s13, f2e8, 673e, d515, c86a, 3152, 4aa6, 0184, caadria2017_183f44, b210, 0cff, a7b8, ecaade2014_220d56, b56e, 8685, 5357, ijac201614302k1, cd80, 2991, fa09, a9c2, 2927, ascaad2014_019r2, 87fb, faed, 4dc6, 05a0, 0e6a, acadia15_232r9, 4a29, 57d5, a0a5, 1aaa, 5924, b1b4, e847, caadria2016_239d11, 1892, 18c0, 2608, 4441, 0cf4, c96f, caadria2017_067m21, aeeb, 2bc7, e966, 3c19, caadria2015_070c9, e617, a785, 8ad5, 58d7, 6e7a, 434f, caadria2016_457l19, 46d2, 314f, ecaade2014_220f56, 6d2f, 065a, 0375, a3dc, ascaad2014_033a1, 1d5c, bf82, b452, 1584, d406, 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0aac, ad89, caadria2015_102y15, 216e, 3dcc, 7e30, b619, 2534, fd9d, acadia16_470o27, c5e9, 2452, 4e3d, 65a6, 66ae, cf7d, 528a, df73, 80d0, ecaade2014_218y55, 94ac, 92e9, f9e1, 604d, babe, 2f3f, 51ce, d852, 7220, a5ff, 3c1a, 5258, 383c, f3f2, ee0d, c892, 9448, b981, 6699, adf2, 9285, ijac201412303g8, a247, ecaade2015_200h43, sigradi2015_1.288a1, ebaf, ijac201412303k8, caadria2015_124x19, c89d, 4b27, sigradi2015_10.7e18, ecaade2016_079r23, acadia16_12w1, 6900, dd17, 9ec7, 923c, 16f6, sigradi2015_11.8j23, 09b1, 2e41, 1b75, fd5c, 1d00, f9a3, 48af, 6a07, ijac201614407x4, cef1, 1831, d832, 618e, 55ec, 5d44, 69b9, acadia14projects_311t, b47f, c05d, acadia15_311l12, fdd6, d0fe, 2f37, sigradi2014_045g4, 273b, ijac201412302c7, 0fab, f043, 784a, sigradi2013_275e, 9826, 44aa, 88ac, b385, f1f8, acadia16_130n9, 1e43, 7f25, bb4f, 7843, sigradi2015_4.219d7, 9c91, 5b3c, 524d, sigradi2013_243c, 29be, ecaade2014_036g9, caadria2016_777b33, c496, 9a97, 20b4, bfad, ad24, e2d1, caadria2015_081r12, caadria2015_208b31, 4945, cd29, 25b3, ijac201412305g2, 7e84, acadia15_417f18, 94a4, 4b7f, 39e1, acadia14_177p, acadia15_47c1, 0ad4, 859a, 9eb0, 739f, 71f7, 0a63, 3fde, ijac201412401u3, acadia16_478f28, 3e1f, 58dc, 7c63, 3abc, 4639, ecaade2016_163l45, ee2e, 8e21, f199, a286, ascaad2014_004e2, sigradi2013_359l, 63c3, c870, 179d, 9aa2, bc7f, 4107, d9ef, 250c, 96e2, sigradi2013_379, acadia14projects_291i, 2f97, 361d, 8c47, acadia15_469j20, 7985, fe14, caadria2017_067s21, ijac201513203l7, b1fb, a6e6, ecaade2015_233d53, caadria2017_058i20, ecaade2015_285u62, 9a6a, bdfc, acadia16_260l16, 6c97, e89a, ad2e, sigradi2016_752xx, 227d, ijac201412408v1, ijac201412403a7, 66ef, ae39, 1740, 7829, d61c, 2229, 2cf2, f41c, 08bc, caadria2015_126g21, 9cd2, d603, 9380, 998a, 1915, fb48, b7dc, f5d3, acadia16_12m2, 7191, 7417, 98c1, e6ff, 04c8, 6e0c, ecaade2015_317h69, sigradi2013_112b, d516, 7f29, 1858, 6ba9, ijac201513201z5, f46a, acadia14_497aa, ascaad2014_001i1, b942, febc, ecaade2015_334p72, f35e, a36b, acadia14_463g, 50cb, 6e43, 204c, 6b60, 97a5, d42f, 36bc, f600, af18, acadia14projects_135o, caadria2017_069e22, ecaade2016_208t53, fecc, acadia16_280n17, 55ab, cfeb, e051, 2d42, 5c83, 46b0, 7cad, acadia14projects_75ay, db53, 0cef, ecaade2013r_009j6, caadria2017_051n17, 7eab, acadia14_219av, 8ca6, caadria2017_101j27, 918b, c674, d2c7, c1ca, 61cd, 4eca, 26eb, fb85, f81f, a839, ecaade2013r_003u2, 5f61, c92f, 197c, ef88, c3ed, 2ce7, 045c, 7c0c, acadia16_140r10, 29bd, acadia14_291c, ijac201614303s2, 6ee3, 2c4f, 3a9a, 5cbe, 4b43, f11a, 307f, a2b8, d7ca, f90e, 45a2, 6646, 3361, fb4d, 79c5, ijac201412303i9, caadria2017_035x11, ascaad2014_017t9, abb9, 2c24, 30db, 5088, 07ab, dc6c, fd67, 54b4, 8e1f, 40fb, 2664, ijac201614207l12, sigradi2015_3.394e6, fc80, 2063, ebe2, 90d0, 85ac, 9c2e, 32f1, ecaade2014_138o30, af95, ecaade2014_052u12, 3eab, 2df0, 5773, aad1, c53c, acadia15_483d21, 0df4, sigradi2013_295, 924f, ascaad2016_007v3, e589, 0fed, acadia14_709an, e819, 6af9, cf8b, f48a, 35e3, 7b3f, 7c1e, 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ecaade2016_ws-intelligentb69, f943, 6cb1, 7c01, 2eee, a05b, f8a2, 6b19, ae4e, 03c9, 05ac, caadria2016_105b5, 7545, 79c3, ecaade2014_186m47, 255b, caadria2016_549l23, ecaade2016_068p17, 2280, 4c03, 5f7e, 5b8c, 1d94, 75e1, 298a, f8db, caadria2015_130r21, 84b6, e06e, 1a3d, 869f, ecaade2016_162e44, 124f, 95f2, a15d, 3567, caadria2017_163h40, 6a64, e9e2, 322a, d67b, 2053, acadia16_88c6, ecaade2016_077v22, 2356, 11fa, 64a0, sigradi2014_015f1, 3e7b, ecaade2014_031r8, 3736, bcd0, 4879, acadia14_125ad, 2b53, ecaade2015_287u63, 6fca, caadria2017_030z10, 729c, 1c62, 99ac, ea26, acadia14projects_53m, 1f6d, 8524, 10a3, caadria2016_135w5, 8a23, 58a4, 6be5, 436f, a274, ecaade2013r_005o4, baa3, d488, 2843, 9d38, b3e4, ecaade2015_164s34, c0c9, beff, 9fb2, dd52, 1d37, a2c0, f66f, 7072, f80f, 0cea, 94cf, acadia14_43w, d027, e981, f76c, f3f4, 093d, 5a36, 186f, 8904, ecaade2015_64r13, a145, 0f51, 9b8a, 295e, 8df0, acadia16_62x4, 427c, 55cb, 6308, aca1, ba05, 387e, 1cca, 2e78, caadria2015_061j7, b2b2, c9a1, 8694, acadia16_470k27, 2182, caadria2015_218z33, b127, 001b, 4a15, b0a4, acadia14_627am, 87e0, 476d, c087, 613d, acadia14projects_517m, 74fe, 098f, 1830, ecaade2014_184m46, 50a0, 0bf7, f3a2, 86fd, 8b38, sigradi2016_595ff, f8d7, 0ce5, 28ff, e8e3, a5dd, 72ab, 9a93, sigradi2016_669bb, baf7, e668, ecaade2015_48x7, 4c89, 3666, 863e, ecaade2016_027f8, 7256, ascaad2016_056h22, aff8, 3c91, d555, adee, cd0f, fcb3, 08e6, 7d86, bdf9, 34eb, dcfa, 4d66, c43d, 30f7, ddde, 9082, 9a35, 590d, acadia14projects_43y, 8c2f, b980, 4c72, 14cf, sigradi2016_560bb, 7b33, 6d20, a98e, 2d0c, 6848, ecaade2016_021v5, ascaad2016_021d8, 7464, edc1, 58af, 294f, ecaade2016_075m22, 7309, 312a, 580d, 1c0f, ab96, 5f4c, c57c, 8623, 9b37, caadria2016_861y36, ecaade2015_319i70, ee85, 7c2d, d15c, 99d3, 8f2c, 9211, acadia14projects_91t, 2971, ecaade2015_215s47, ecaade2016_222e57, f38c, ascaad2016_046s19, 7c59, bee3, acadia14projects_709an, ecaade2016_ws-dleadv67, 254a, 4cdd, 5dda, b235, d746, 65fe, 0a99, 8aee, 4065, 6a1b, d39f, sigradi2015_10.177y19, ascaad2014_035u1, 7229, 1cb8, 6f78, f9e7, 3cda, 321f, ijac201513103v2, 4aed, 983e, 0022, 19ba, 4a49, 434d, c3f1, ab23, 4cbe, 80c5, fd87, 9735, caadria2016_797u33, 30e2, ecaade2015_202o44, 9e4f, 8730, acadia14projects_365an, ecaade2014_191v48, fc02, 347c, 388b, a8d8, d1c5, bdf3, 6d53, ed4f, 6f1a, d846, 8352, ascaad2014_018e2, 3bf2, sigradi2014_192p6, 0df6, f226, ecaade2015_195i41, 01a4, 274b, caadria2017_047i15, 19d2, ecaade2014_132c29, sigradi2016_484mm, ecaade2015_158v33, 0ac6, 5e54, ijac201614308y4, 0b2d, 20e4, b105, acadia16_130m9, acadia14_445aa, 7dbc, caadria2015_130f22, ijac201614307t4, ijac201412303c9, f647, sigradi2014_266h2, sigradi2014_178j5, 765f, caadria2017_052p17, 1ffa, 5b53, 174f, 1245, fb33, sigradi2013_189l, 8d9c, 6ab0, 9be1, ijac201614102p2, 2446, 173b, ecaade2015_74l14, 04c0, 817f, a1b1, 8c5a, 85ae, 19c4, ce56, 44b0, sigradi2014_047k4, b26d, dc77, ecaade2015_193x39, 29b4, acadia14_189as, caadria2016_363c16, ff71, 8e74, sigradi2014_032i2, sigradi2016_729yy, 5c07, 07ee, f37e, cfc0, 0118, 1f01, 18be, e69c, 01e3, f921, ecaade2015_59v10, c08d, ascaad2014_020v3, caadria2015_206z29, 6a2b, 5db0, 63d0, 4143, 1d0e, 311b, 7ec2, b75a, 70c0, 202d, 691c, 2b66, acadia15_47e1, 96cf, b494, 32ef, sigradi2013_326m, 36cb, caadria2015_137l22, fcac, 0c8e, 896e, caadria2017_015a6, 9bdd, ab3d, aeb4, d139, acadia14_579h, 3b8e, 3d82, 8806, caadria2017_101g27, 36f3, 37ae, 1b4b, 37db, 905a, 435e, a037, caadria2016_767v32, ecaade2015_138u27, 5068, 01cc, ijac201412304r1, fd1c, c5b5, acadia14_609az, 1622, acadia15_223f9, 448a, 2633, 4f93, 645a, 3e96, 59d7, 1e49, caadria2015_002e1, ffc5, ab7a, ab16, sigradi2015_10.307j21, 08a3, 0391, ad5d, 7369, d3fe, ecaade2014_180a45, ecaade2014_046v11, ijac201412204b3, acadia14projects_53k, 1d28, 8e33, caadria2017_005r3, 468e, ac15, 7621, 0df0, 851b, 31f9, 7767, a788, 4d86, 54f6, 4e8c, 173a, acadia14projects_565t, 7380, f6f1, d0ea, 9f4c, ascaad2016_028a11, 4501, b150, f84f, ee30, ijac201412401w3, a36e, 0486, 5c79, 3625, ba59, 01a0, 1525, c118, b1c5, ba27, 6310, 51a0, cf07, sigradi2014_032g2, 34b8, 04f3, f42d, a498, a608, ecaade2014_070s16, 18d4, b7d1, 5333, 4531, 89a0, 9404, sigradi2014_030w1, b009, d16f, sigradi2014_023z1, 96da, 9474, ecaade2016_074k21, 3f1d, ijac201412205t3, e040, b465, 5bc4, fd2e, 0e4b, b78b, 9539, 052a, 2559, 4044, sigradi2013_41h, ecaade2014_232t59, 0f1b, 69ff, c00b, 2a5a, 1709, 7d3d, 0ad5, 7e26, 578e, 6624, a389, 27f7, 1576, 8330, 5fb7, 4386, ecaade2016_134c38, a8ac, sigradi2014_313s5, 9da1, 6690, c1ce, 11b7, 6bcd, 6633, sigradi2015_10.7j18, caadria2017_030b11, 4ff7, ecaade2014_092f22, 8cc7, caadria2017_190n45, sigradi2016_590h, 3aa1, sigradi2013_101m, ecaade2014_023l6, e6cb, 3d67, caadria2015_114m18, 1bec, ecaade2014_195k50, ecaade2016_163f46, e02b, 9267, ee4c, 69cd, 7e8d, a64a, acadia14_661n, c091, acadia14projects_479t, 9d52, c65f, sigradi2016_770p, 6baf, sigradi2014_345g10, aa93, caf2, caadria2017_134y35, 4ad4, d513, 3c13, e251, b120, 236f, 3412, 5220, 9733, 74f3, f44a, 7923, 617d, 52e3, caadria2016_259o11, e4ec, 9fa6, a79c, b5a2, a0c2, f147, 9193, 2300, 4fe5, d4df, 0a7b, 5899, bc35, d888, 9e12, 3d25, 22e7, 24b0, 7c8f, 535b, a8ec, 9dd8, c312, b8e4, ecaade2015_268b59, ecaade2016_108t29, 9b99, f279, 3e88, 6109, 72ca, bec4, acadia16_414x24, acadia16_106e8, b6db, badd, f745, 7079, 7f18, f6a2, 13c2, 3d9a, c6c5, 4459, dc10, d360, dfb8, ecaade2014_140c32, acadia14projects_661l, caadria2017_095h26, ijac201513302w9, 5240, 7058, c421, 3cfa, 1ecf, 7093, c571, sigradi2016_595ii, 8792, 7501, fbee, a34c, sigradi2016_817e, 8d99, 2437, 9836, 4125, 2599, sigradi2014_314l6, c96c, b39e, 2a8f, be28, 54de, da2c, 0b62, dc00, cfa7, caadria2016_115m5, 776d, 533a, 7c87, acadia14_317z, 198d, 8fd1, 4ab5, e241, ecaade2015_297y64, 5993, b96f, 81e0, sigradi2016_637aa, 2809, b1e9, 5450, b2b5, 2934, acadia15_371j16, sigradi2016_625ll, 3151, e01a, 16cd, 7b1a, b087, ecaade2016_048w13, a330, bdd2, 89e4, 2d4d, 4f96, acadia14_111m, 65db, a9a6, 0609, ecaade2016_175j49, e35d, d44d, d587, 4b84, 3d3e, 3f28, 3a11, ijac201513305n12, ecaade2014_198r51, f743, eb84, 89f9, d2f4, d9ae, 3cd5, caadria2017_005i3, ijac201513103s2, caadria2016_177e8, ecaade2014_176p44, ecaade2016_168i48, af3c, 9aa8, f618, acadia14projects_609am, 6743, d43c, 3138, a69f, 11d9, d084, 3c18, 7c6a, 1c0a, 9be0, 64a4, acadia15_469f20, b4b8, 514c, ecaade2014_133m29, 0f8f, sigradi2015_11.34e24, 9776, a1b7, aae4, a0d0, caadria2017_124x32, 43a4, 7713, 89eb, 0f5f, 899d, acadia14_565m, 79d3, 30a1, 8b10, aa8b, afc3, 94db, ecaade2015_114s22, bf34, 806b, 9654, 87ee, 0e8e, abd0, 1180, sigradi2014_032d2, acadia16_224a15, c113, e5fe, 21b3, caadria2017_096u26, 738c, 4aa5, 4157, ad7b, 4687, 4db3, 63af, ecaade2016_045h12, 4951, 72f7, 6c03, 22a3, 923f, caadria2016_395x16, 5be9, ef6e, caadria2016_529t22, c4b4, fcd4, 5639, 41dc, 3bcc, 0d68, acadia14_247g, caadria2017_129v34, caadria2017_163w40, 1128, 124a, acadia14projects_53j, 109d, 4fc5, 53d7, 1d71, f250, d5e7, 3c68, ecaade2015_314b68, 3ba1, c5ff, f4ca, 4d17, sigradi2013_41u, 188e, 6405, 2894, 35ec, 0fd0, 5d16, b652, 83ab, 0152, 5378, cf9a, 5a11, ecaade2014_024s7, 1ff0, bccc, b907, b6f2, caadria2017_190m45, d58d, f7dc, 9027, 4c92, 57c5, 775f, 8311, 0ca4, 77a8, c47e, 28cc, 6192, 9b14, 86c1, 1aa7, cc5b, 3bd7, 0ea8, ad17, ascaad2016_054m21, ijac201412305w1, ecaade2014_168y40, 4fe3, 1232, ecaade2014_067w15, sigradi2013_303k, 101e, caadria2016_683z29, f2f8, 20bf, 3674, a2db, ecaade2015_158m33, 7a6a, 0683, dedd, fcf6, f406, sigradi2016_807kk, 62ce, acadia15_95g3, 7e9b, ecaade2014_057s14, c91a, 02d4, ecaade2014_218w55, 11d6, b70a, abf5, a99e, ijac201614208v12, f0e0, 928b, 5cc4, a977, f2b9, 4bee, 02dd, a029, 6c08, 3a1e, b3ca, 03ff, ecaade2016_094l25, ab18, 49f8, caadria2015_084c13, ijac201513303v11, d4b8, 6676, f9c4, 47e2, 3c05, 043f, ecaade2014_072e18, acadia14projects_125p, aef8, b2f5, ecaade2014_169n42, abf7, 4c44, 054f, ebd4, f5e1, f784, 26c9, 1653, edd2, 4d75, 4006, dc04, 5e00, e586, caadria2016_829g35, 15c9, d845, 9a25, 9351, e186, 26ad, dc9e, 1362, 93ca, a43f, 04de, c584, 9ed1, 3398, 7213, 03ad, d0fc, 62c8, 95f7, 47cc, caadria2017_023u8, acadia16_344n21, c893, 3703, 1f1a, 875a, sigradi2016_360cc, 14bb, 3dc2, 4f9a, 11b8, dd55, ddef, aa4c, 6175, 8968, 87f0, caadria2017_182x43, c7e0, dcff, ecaade2014_240u62, 835c, c5f0, d92a, sigradi2015_10.140j19, 84e5, dd79, 142e, 7d6b, b70d, 3f46, 4a77, e793, 594a, b837, c4c3, e786, c1f2, 3e5f, 9f3e, d003, ea83, da5c, b763, 4314, ascaad2016_056g22, sigradi2013_43s, eec8, 0a9a, acadia15_149x5, 607b, 4a6e, 7252, 9e89, 3ff8, 90a4, 4c76, dd2f, 1fab, ffa2, 2d77, 44b5, 0e12, ecaade2015_332p71, 4419, acadia16_440i26, 58a8, 6073, 8bb1, acf0, sigradi2013_155m, 71cf, 8bbc, 7d5b, 186a, sigradi2016_694k, 2eda, 6b90, d5f4, 749e, 849f, acadia14projects_63ax, acadia15_371h16, fb3b, ecaade2015_81n15, 662b, 27ed, db0a, 1cf4, 3c4e, 958b, 2d93, 5f9d, 5d71, 61d1, 1403, fd90, 80af, 0f02, acadia16_244x15, 218d, 40c5, 07da, 4a27, 9b64, ijac201513202i6, ed02, 9b91, e8ab, 9945, 66f9, 3551, f459, 82a2, ecaade2014_186x46, 6800, 91ff, 02ba, acadia14_125af, ijac201412405p8, be7b, a944, 1c39, 4f1a, acadia14_473at, 278c, ascaad2014_023a5, 23df, 37ea, aceb, 8d66, f805, c680, 0033, 05ae, c71e, 7318, acadia14projects_427ak, 090f, ea59, sigradi2014_293w4, 8d06, 55e7, caadria2015_016n3, fdb4, 4d58, 947a, b2ef, 659e, bc92, c554, 1275, 5bea, acadia14_199ab, 7d29, 1ea7, bb8a, 4302, e0d8, f411, d3d9, f17e, 0caa, 0af5, 2578, d7cd, 8093, 3d89, 1193, 9852, dfcc, da4e, acadia14projects_637ae, a444, 57da, 83d5, 5b2f, 1b69, 63a2, 4392, ijac201614206b11, f0a6, 773b, af09, 8d45, f551, 8755, 032f, a7ea, 25ee, 17f3, acadia14projects_375g, ecaade2015_21g4, 9dc6, ce66, 7aa1, 33fc, ecaade2015_53f9, 55b3, 27fc, 0ef2, 7fe9, b595, 4a5b, 06f7, 3095, 53d4, 45c7, sigradi2016_642jj, 5cd7, 1df5, 6adf, 64af, 2ca4, a0bc, 4fdb, 3c12, acadia14projects_435as, 72b0, sigradi2016_814g, 5034, d308, 5a29, decb, 70b3, 3272, 5e7d, sigradi2013_95p, 7482, f577, 4606, caadria2015_130e22, 5dad, eb89, 64b0, d40a, ijac201412201f1, 9bb8, 42c5, caadria2016_487l20, ecaade2014_035a9, 48df, ae65, 145f, df04, d24b, 75fd, d3a1, ecaade2015_332z71, 59d8, 17ab, d5d7, 586a, 8bd5, acadia14_661p, ecaade2015_144f31, 30a7, e879, 5dd9, a159, 8fb1, 9ee4, 531c, c3e9, ijac201412403r5, ea0c, 9609, af0e, 9156, d49a, 8333, cd98, 79a3, 9d21, d1e4, fe0f, c1a2, acadia15_469h20, f565, 4b63, caadria2016_851h36, 481b, 0f10, 4408, 5b6d, 3abd, 9e8b, sigradi2015_3.370b6, be7e, 8bb9, f94d, 2c34, 4192, d811, e098, ecaade2015_235t53, ijac201412301i5, b43f, e5e9, ecaade2014_199y51, e940, 6d69, 5461, 4a32, 0c9f, 7375, 811e, 23f5, 23dd, caadria2017_125b34, 064c, 725e, 6377, 5440, ijac201412403z5, 8158, 23fa, caadria2017_057b20, 7441, afa2, acadia14projects_189ak, 15ea, 03f0, e433, 1f2c, 298f, ijac201513105b5, caadria2017_005w2, 9a3c, 5cff, c638, bf94, a68e, 5933, 856c, 672b, e85e, 9da7, 1e7e, 0870, 0a98, 6eba, 21a2, ea0e, d6a1, f1b3, 2c17, sigradi2015_11.136n24, c126, a87e, 35db, f6c7, a662, 0515, acadia16_34k3, d165, e5fd, acadia14_601ad, ecaade2015_227j50, ijac201412407e1, ff2c, 22ed, 34be, sigradi2016_357l, e969, ascaad2014_025j6, 4155, 430b, ijac201412407a1, c161, 47b7, 5f5d, 6b8a, 7c3b, 843a, dec1, 2301, ijac201614102y1, a0de, ijac201513203w6, ecaade2016_165u46, 00de, 36b4, 2ada, sigradi2015_10.7i18, db56, c29c, 924b, caadria2017_015j5, 3a57, b89a, ec94, d6bb, 1907, 19ea, d8fb, 5b85, 55a9, 95c8, 8242, cbc1, 45da, 5c75, ecaade2016_ws-dleadc68, e899, sigradi2016_777ee, ba90, acadia14projects_609ak, ecaade2014_084z19, c09f, 9513, 1fa5, cd5b, 2a35, 5f23, 9645, ff00, a80f, adc2, c90e, d5f6, 4c63, ascaad2014_029u8, 2713, sigradi2013_400, 3b1b, acadia14_117b, d217, eab4, 6254, b599, e0e1, cbea, dd73, a2a9, 38cf, caadria2017_104p27, 9b54, 296e, 1656, 7605, e0fe, ccba, dedf, 09fb, 7ea5, sigradi2013_54o, 1b46, bfd0, 48ef, aa81, 925a, a4e1, 2541, c02b, 616b, 84fb, b858, 7fe3, ecaade2015_269n59, acadia16_460t26, a103, ecaade2015_180c39, 1cc1, 2e12, ecaade2015_13t1, 0de8, acadia14projects_339au, de14, ecaade2014_177s44, 8f1f, 5474, 7c84, b339, 1221, 368b, 6f4f, sigradi2016_441ii, 9846, 9c19, 49c4, acadia15_483d22, ec2a, ascaad2016_009i4, 582c, 6c38, be27, acadia14_365an, ascaad2016_048c20, 7dcc, ec3d, acadia14_473ar, caadria2015_194z28, acadia14_389ay, 7b10, ae80, 1115, 47f3, sigradi2016_659n, 38ba, f767, e592, b993, 3e90, 8651, 6e19, 9202, caadria2015_114p18, 5d99, ecaade2015_171p36, 4b04, a6bb, 6772, eb4a, a8f4, 1088, 5ec6, d4c1, ecaade2014_230k59, 8ecd, 1669, 89ab, daf6, 06be, 72ed, bda4, ecaade2015_155h32, a956, caadria2017_016g6, 7f07, cc33, 15ff, da83, b0b2, b86b, a1f0, ff08, 1bea, 12c3, c2d8, b7f9, b45f, 37ad, 2363, 0341, 6313, 2902, ed29, 0361, a4ab, afc4, 517e, 0756, sigradi2016_367vv, d58f, 4681, 8dfd, f357, acadia14projects_463e, 6e41, 00db, 2f6e, acadia14_435a, d5f1, 2ddb, 99f6, 36a2, 2628, f985, 279e, bffb, c053, d253, c3cc, ae71, 8e8b, c773, 4858, e6be, ecaade2014_159j39, 9bfc, 1665, c702, bf13, 9208, 844b, ecaade2015_333w71, 7314, 998e, 44dc, caf0, sigradi2015_3.268m5, fce5, 1b7e, 6b86, cd23, ecaade2015_81o15, 0383, 5d00, e1ec, bc1e, 1659, 612a, ced0, e8d6, 08cf, 439e, 40d3, bd72, 9a39, 0ec0, 60d2, ac10, be73, ecaade2015_284n61, acadia14projects_333az, 4436, sigradi2015_12.259y27, dcd4, 9b0b, 34b9, 1dbe, caadria2016_601n25, 7c45, e1b2, 2e19, 3f4c, d578, acadia14_101y, 3964, 14e9, 67b0, 3381, 85dd, 73d8, edf1, c44d, 91c5, 3cb5, sigradi2014_265n1, ecaade2014_151p35, 02d1, acadia15_57r1, 1b1f, e995, b6c8, 9c77, f01d, 5814, c9f6, 54b6, 73f4, b211, 52d3, 65b3, 29fc, sigradi2014_244i9, e423, 47f4, acadia14_463ax, d85f, 47df, c8a4, c74d, a563, 37aa, 0887, 0beb, 40c1, c4ad, 6130, 2979, ffd8, c28d, ec4b, 9484, ba70, 6036, ecaade2016_mrtx65, dece, ecaade2016_077n22, 3a62, 235d, 9a0c, 1b2b, b59d, 638a, 6dc4, 9d64, 231b, ijac201614302j1, ecaade2016_013o3, aae5, 35f7, d9ea, a937, c196, f0ab, f002, ecaade2014_226w58, beb9, 636f, aea2, acadia16_214s13, ecaade2016_063n15, ijac201614104w3, b863, bef9, e04d, sigradi2013_285, 9623, b124, sigradi2015_10.307k21, 51d1, ecaade2016_038g10, ac95, 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sigradi2014_213o7, b40b, cbeb, 5757, 40e3, 6c83, 189d, e26b, acadia15_251n10, sigradi2014_345d10, 9306, 266a, ecaade2015_248o56, a29d, 30ba, 5d0b, caadria2017_149k39, 2f53, ecaade2014_175z43, caadria2017_134b36, 850b, ecaade2016_046d13, 583a, dd94, caadria2017_174e42, 6499, 7341, 9d33, f118, 0b2c, ecaade2016_ws-dleadg68, 7114, ecaade2015_319e70, b953, b12f, ascaad2014_015v8, e1b1, 5654, ecaade2014_065e15, b654, caadria2015_087g14, 4936, 4874, ea6c, ecaade2014_145d33, f01a, 2dd9, 86cf, 6bed, caadria2016_861i37, b2b7, 671c, 48ad, 18fc, 9a4c, a469, 42d7, e6d1, 05c2, 1cfa, 8202, f617, d2eb, 88e7, b180, c904, 1369, 80a4, 46ff, 21b9, 6091, a5c9, sigradi2014_213v7, 18e2, 0705, dde3, a66d, sigradi2016_483ll, 8c1b, caadria2016_683i29, 5112, cb83, 2f04, 52e0, cf6d, 393b, 916d, c458, 6e34, a91c, caadria2016_135x5, 85ea, b6ba, 75c8, 041b, b659, db6c, 1a06, ecaade2014_225h58, 9c29, 93b9, sigradi2015_3.155m3, b0a3, 0316, f5ad, a042, 8f55, c9be, 94a6, a461, c1e8, acadia15_203g8, e715, 5514, 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8321, 6235, acadia15_323v12, acadia16_372n23, d7df, 9525, 7ecf, 0180, 49d0, c3fe, caadria2017_055l18, 29e8, 6bf1, 3923, acadia14_473ah, cee7, c8f2, 1350, c889, c785, 313c, acadia14projects_609ar, 8543, d30a, 1158, 5c4e, 4b28, caadria2017_015b6, acadia15_357m15, bc77, aab4, 3e2d, 68a6, aa8d, c88e, a508, 6b56, sigradi2015_3.111f3, fc86, a19b, dd37, 1b6b, 800f, ascaad2016_039i15, 7598, e41c, ijac201614202e8, 6980, 98ff, 4263, 82f0, 6b99, ecaade2015_172a37, 11f2, df06, a8d5, d9bb, dda9, 0f7b, ecaade2016_016j4, 92a4, a37b, ecaade2014_024w6, 6c36, 80f1, 7753, 0b3d, b7aa, 826d, 8785, f5fb, 1d66, 449f, caadria2017_058e20, 2ad3, caadria2017_183a44, b1ad, d40f, 75b8, 2daa, sigradi2013_62v, 6e20, 425d, ecd1, d9fd, a867, caadria2016_589b25, 5c13, 5351, 105f, sigradi2016_385mm, cb8b, ecaade2015_284p61, b221, acadia14projects_291ax, cd06, ec90, abb6, c7a8, ae51, ff54, acadia16_298m18, acadia15_57c2, 9161, caadria2016_851z35, 9cfc, 9f3c, 6bdb, 84f1, e933, acadia14_409l, 4b76, 25f7, 15a2, 7828, ascaad2016_018l7, ijac201412307j3, c9b9, caadria2017_094p25, acadia14_601ag, 1f82, 1cc2, f5b8, 4ee0, bdf2, 0a23, cc92, caadria2015_139d23, 4bab, e2cd, 1593, be66, 7d1a, bd05, 7f9d, 6e83, 8ff1, 8edc, 4891, c905, a43c, 40a3, 6ef9, 39ca, 584f, 24c0, 7bfa, ecaade2015_119d24, a2ff, 3809, 14c3, 86a6, c9f5, 56a5, 0736, 305e, 1254, 5928, ecaade2014_221m56, acadia14projects_219av, ecaade2015_217c48, d94a, 108c, 2177, ascaad2014_019v2, 68bb, ecaade2015_127z24, 94bb, acadia15_483u20, c0db, sigradi2015_11.136z24, f445, b18a, 9407, c193, ijac201412303d9, 7fe7, 118c, ijac201513305s12, 0801, sigradi2016_431t, 4f70, fba0, 8929, c512, 9a0a, acadia16_344t20, cbf9, a7bb, ascaad2014_017o1, 078c, a0af, 7455, f8da, 6be8, 372b, ascaad2016_042s16, 7ce7, 0671, 4f15, cda0, 02f1, caadria2015_237m35, de91, acadia14_135ac, 32b1, bd0f, caadria2017_018p7, 64cc, 4b74, 3d3b, e76f, b57f, ecaade2015_21a4, 1e8c, ecbf, fe52, 3c20, 9d34, acadia16_130s9, 1974, caadria2015_142m23, 4e69, ecaade2014_066u15, 2179, ecaade2016_121p33, 0cae, ecaade2016_007l2, 0f55, 05b4, ecaade2016_075i22, 3b81, acadia14projects_43ae, 0739, 6070, ea1f, 3a2e, 0ac4, ad5c, ijac201513105g4, 1b65, 9254, dfce, 741e, bade, ijac201513102z1, 34ff, 9cd5, 7b2f, 88fd, db61, ec73, 0cb7, 54df, 1fa3, 5637, 5598, 5a7b, 6ec5, 6b96, 9ec1, 4753, 8c17, fd1d, 5d2f, a979, 462d, a01b, a279, 76fd, a9f1, 4ea0, 8eb9, ijac201513306h13, f2b1, sigradi2014_282t3, d6b1, 3662, acadia14_101z, c072, 64f4, caadria2016_871p37, dae0, 4d61, ef6f, 1b50, 867d, 79d8, f116, 16a2, 1ac1, a2b2, 5a7a, c966, 56ac, caadria2017_041c13, 96cd, 4063, sigradi2015_sp_2.112m29, 1b5a, f5d2, 1586, 55da, ecaade2016_067n16, 0abf, 58bf, 9646, 89c4, 0141, 5722, 40ad, c16b, 3b37, e0f9, ad61, ecaade2014_031v8, eb7e, 7cee, c43a, b33c, 42c7, 855e, f69e, ce5f, c895, dd01, acadia14projects_671t, e74d, 5b37, 7c0e, f481, b9d9, 9d91, e3ca, 1e41, 8d4f, 9421, 02aa, 0cf0, dacf, sigradi2014_197y6, caadria2015_070g9, e4ed, 2e1e, ijac201614208y12, 73ba, 2fd5, 0cba, ae2e, 4a31, afce, ecaade2015_158w33, d2e3, 9e65, fe9f, ecaade2015_119e24, e711, 1d8c, c6d7, 2444, f30d, f824, acadia14projects_531n, 5efc, sigradi2014_128b1, 6b18, ecaade2015_329l71, e525, b4ce, a7cb, b094, 8dc9, be23, 0a1d, 46fe, 9e05, 8d1f, ecaade2014_084m19, f91e, 9fba, 1256, ac8a, caadria2015_081m12, 1c59, 53a2, e1c8, 831c, 5c89, 1714, acadia14_637ah, c825, ff16, sigradi2016_803dd, a45b, 6c66, c040, f4db, 14d9, acadia14projects_565ag, 7107, 742c, 17fd, dd7d, acadia14projects_219ay, e32e, 9499, 9a57, 1c13, 43c0, 4dc0, ed18, bebc, ecaade2014_153x36, 1dd8, 3afc, ijac201614204u9, 9687, sigradi2016_441ll, 1556, 424a, caadria2017_029l10, f30e, dd0d, 64d1, a0e7, 20f1, c1a7, ecaade2016_154t42, fd64, 8f13, ac60, d6d1, ae76, 294e, 8dc2, ba78, acadia14projects_555e, be30, 3d0e, ecaade2016_164i46, 93ff, 87ff, 0ff9, ecaade2014_226z58, 4cca, c700, 082f, 89c3, sigradi2013_389m, ecaade2015_94k19, ijac201614201y5, 5821, baf4, 19b6, 0b92, 0b77, dfaa, fda5, 574e, 92eb, acadia14_619y, ecaade2014_155x37, 7ff8, 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2d53, c4d4, ecaade2014_089l21, 733c, a363, sigradi2016_515i, 8e85, 8753, 8043, 21ec, a291, cc52, 36d7, e064, f1e6, b695, f606, 58e5, 871f, 7d8e, acadia16_372e23, bc49, 4f16, db9d, d553, 1337, bc8e, b281, 31a4, 6b70, acadia14_311w, 9194, 6311, ascaad2014_017t1, 38bc, fa60, caadria2017_008e4, 370c, ijac201412402w4, ecaade2015_202s44, 834a, 82ab, 81f9, d46d, 0677, f3d5, a611, ijac201412304c1, 90a2, 736e, 7090, 0a6e, 2bf1, 3b32, ecaade2014_072h17, acadia16_460v26, sigradi2016_561gg, 0c66, 94b3, 3ce5, 1011, bfb8, sigradi2016_695v, 9e18, db1d, b509, a06a, d7d4, 3f47, 35cf, 6ab3, acadia16_352t21, 18a5, f058, ed3c, a6b9, 13c5, 112f, ecaade2016_095i26, 5d31, 805a, acadia14_555j, fdd1, 9d80, 6e28, 324a, 065f, 3c6a, 7568, 2043, cf85, 0cc4, 599e, babd, f19d, b49b, 782b, 0366, 3f68, ecaade2014_084p19, bce2, e600, 64a1, acadia14projects_463v, 0cf9, 25ab, 1fb7, acadia14_399ak, 7f7b, 2a2d, 380a, 026e, d38d, ecaade2015_155k32, 5a5c, sigradi2013_152, acadia15_81y2, 0509, ecaade2014_188n48, 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caadria2017_043b14, abdf, 36b0, 5817, a90e, d08a, d635, 9429, 53e7, ecfc, ecf1, 2a2f, ecaade2016_191j51, 6cd4, 023c, 4195, 4644, 793a, caadria2015_032u4, 8491, 5d12, ecaade2013r_002f2, 9258, ac4e, b56f, 7597, f648, 20f3, 5111, de8c, 7bd1, d47f, ecaade2014_186d47, 0162, e89b, 34b1, 9734, 135a, 4de8, 081a, aeb8, 6f32, a9e3, 9b26, ijac201513206t9, ecaade2016_130y36, b56a, 3510, a6d4, bf59, d37a, acadia15_161h6, fadc, 1e2b, a0d3, eaa7, 8eae, 4d79, ijac201614206x10, ascaad2016_058g23, 612d, ac1d, ecaade2014_015u3, 003d, ecaade2015_73h14, 4be5, ecaade2014_104m23, b840, 93dc, 1da5, 570e, 142f, c7af, dc50, sigradi2014_345i8, 4104, f2b2, 35b8, 6fff, 5267, fb61, ijac201412406l9, ffb1, b8e6, b161, 16b7, 8f6d, 7600, 6f3b, sigradi2013_280o, 87f7, 36b9, b32d, sigradi2013_155k, 0119, b045, 0d61, 3409, ca0c, 1a7a, caadria2017_015m5, 6023, 8eb5, d365, 6252, cc09, 9605, a918, ijac201412401v3, 99f5, 51ff, e89c, d745, e1dc, cddd, sigradi2013_54n, 8a05, acadia14projects_33ao, ecaade2016_118r31, 2983, b9f7, 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caadria2017_096c27, 8aa7, acadia14_247j, b69a, 26f3, 29c6, 3dca, 06c7, 412f, 3130, 15f3, 37bc, 2afe, c2db, d773, b645, 7d0b, 1581, 36d9, 89ca, 7fdd, a40e, 788e, ecaade2016_165t46, ijac201513104e3, caadria2016_819n34, c840, 8329, 6b5f, 48c3, 8872, 69d6, sigradi2014_155w3, 57df, 81c4, 82e5, a11d, 3784, 7636, 6dbe, 43ad, ijac201614102m2, acadia16_244t15, f6a1, 05e5, 1533, 7e18, 1168, acadia16_478u27, f50e, 0a2a, f734, acadia14projects_75a, 3a73, 611c, ijac201614201o6, 1056, ecaade2016_198t52, 260a, 25d8, 85a5, e452, 83a4, caadria2017_163x40, 14ea, ecaade2015_317j69, 8cf0, ascaad2016_008f4, cd38, 033a, dba8, c10a, 2f35, 1093, 9a50, 9ad6, ba36, a703, d278, 10b8, f864, 0b10, fa0c, c552, 8820, caadria2017_183i44, 068e, b983, 642c, 0439, ebfe, 620f, 169c, 04b9, 6d47, 8d8c, a96b, fd0a, 7e29, caadria2016_187r8, 1315, 87b7, 0b70, b532, e7a8, ecaade2014_018z4, 9a15, 3a2a, 793f, ecaade2015_318z69, 1db5, 4dbd, 8899, e192, 6606, 6b52, ecaade2016_073w20, 3f40, ecaade2014_184f46, sigradi2013_155l, 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