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 2006_898
authors Tsangrassoulis, Aris; Vassilis Geros and Vassilis Bourdakis
year 2006
title Energy conscious automated design of building façades using genetic algorithms
source Communicating Space(s) [24th eCAADe Conference Proceedings / ISBN 0-9541183-5-9] Volos (Greece) 6-9 September 2006, pp. 898-902
summary Various European Directives have been issued concerning the energy efficiency of the buildings. The target is the achievement of a near optimum energy efficient environment while at the same time satisfying occupant needs throughout the year within an integrated “holistic” or “whole building” framework. A variety of different antagonistic parameters should be balanced such as window size and glazing transmittance or daylighting and shading and in most cases this requires an examination of various scenarios. Thus the design of building envelopes should address a careful balance between internal requirements and loads, the materials and properties of the façade and the external environment. Nowadays, the available tools for façade design-in terms of building’s energy efficiency- are inappropriate for interactive or creative use. In this paper we examine the development of a genetic algorithm which is capable to optimise the opening areas, glazing properties and shading configurations –on the basis of minimum energy consumption- and then to design automatically simplistic alternative scenarios of the building façade.
keywords Genetic algorithms; building energy efficiency
series eCAADe
email atsagras@uth.gr
full text file.pdf (347,475 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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acadia15_47d1, b968, 954b, ijac201614208g14, 9aca, b753, 8919, 3eb4, c0ff, acadia14_589e, fbf7, f54d, c45a, e725, 1e0c, ddd4, b3ba, 22da, 9c90, ecaade2016_166n47, 8017, 321b, dc12, dc65, a1a6, 2c84, b50c, d008, 0a15, 3dd1, 180d, a583, 76aa, 0601, 9ba0, 3fa9, 0a45, 947e, f303, bb07, e919, 245f, 8cbc, d9d9, 46fe, c223, 6eb5, 1099, e81c, 9c15, 0b1d, ea80, 0a40, sigradi2013_112f, 62f8, caadria2016_055m3, 498c, sigradi2013_117r, 930b, 5c71, 20f1, 2152, 96f7, ecaade2014_016a4, 1a23, c455, 065a, a6a2, c5c6, 2661, 3c2a, sigradi2013_429c, 9e45, deed, 2000, 56ac, 4904, 8fa6, ecaade2015_229p51, 8be5, 536b, sigradi2016_781zz, acadia15_417d18, e746, fd96, acadia14projects_609ar, 94e1, e70c, 79fe, caadria2017_016t6, 2b49, 29ac, 91dd, 6344, b3f6, acadia14_229f, 6a0f, 46c0, f72d, f1df, 62f7, 27d1, f27f, acadia16_260s16, dfd9, caadria2015_194p28, 6c43, caadria2015_226j34, cea6, 6a95, ecaade2015_294k64, ecaade2016_222o57, 0d2d, a39e, a7de, d27d, ecaade2014_195j50, fc6a, 7f0e, acadia14projects_609an, 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89ca, sigradi2015_9.141c16, 3be9, 0d02, acadia16_352w21, b330, e93d, 8a30, 43d9, 27c6, 26cb, 69d1, 14ff, 4fe0, be2e, sigradi2013_183s, 35e4, caadria2017_070h22, 2a2b, ecaade2015_64a13, df8f, acadia16_12r1, 8cf7, e9d9, 0317, f5b7, 1bff, ec65, d52f, ecaade2016_bkon65, ecaade2016_154f42, dc79, 12a6, caadria2015_111i17, caadria2017_008y3, a21d, 9ba6, 9fcd, 442e, 476d, 04f2, 61cb, 2b53, 3669, 88d1, 8a38, b8a9, a5f1, afb5, c670, aa63, 315a, acadia15_297e12, 9a71, 8139, ecaade2014_185t46, 14e7, 9ae1, ecaade2016_065w15, 4477, 168d, 1f43, a716, 64c6, c169, a036, ecaade2015_118s23, 20f2, b122, be3b, 59b1, 159b, d8c2, e136, f290, 6b58, d7b8, ijac201614301c1, 6701, 01c4, 495c, f020, e5fc, ijac201412207g5, 661c, 47a2, 13db, ecaade2015_100y19, 5e67, 63c9, 4217, 8df8, acadia16_62g4, 588c, sigradi2015_3.201v3, 923b, a7f2, d572, a6f4, 935f, 1d66, 2006, e2bc, 92c9, ecaade2014_023c6, 6452, cb65, 6049, dd3f, 1794, d182, 1b31, b953, caadria2017_085c25, 5312, 65e3, a4f6, d859, acd6, e0a8, f96f, df52, 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sigradi2016_771s, 8f0d, 022a, 98c1, 61d9, 7c5f, adc0, a5bd, caadria2016_851a36, b8ab, f663, 771b, 0e7b, 0a24, 7875, 92a0, 1140, acadia14projects_435av, caadria2015_181h27, dbb4, sigradi2016_771t, 14ab, b68a, 7fa0, 3172, caadria2017_070m22, f5df, 5387, ascaad2016_035m13, 14c6, ef35, 33b2, e818, 7560, ad23, 3976, 5397, ecaade2015_319e70, sigradi2015_7.203i10, c4a3, 11e4, 0a26, ff4a, c52a, b541, 7fdb, 8c1a, 79d6, sigradi2016_360r, 8fbf, fe8e, 85b4, 0abd, 8ff1, f417, ecaade2014_138m30, 8daa, 2937, 0563, ec69, 4be5, fc72, ijac201614407s4, d8cf, 6b63, c97a, e6d6, 8728, 20b7, c723, sigradi2016_814o, acadia16_196d13, sigradi2015_3.268m5, 47b4, 523d, 130d, e794, d96c, 334a, bf8a, 35c5, c40f, d188, acadia14_565ab, 1439, 51ef, a3e0, 56db, ed66, e7c1, d9d5, 1514, 6b62, a1ad, cf18, caadria2017_018t7, ecaade2015_230n52, 6079, ea21, dcff, sigradi2013_414t, 9eac, caadria2017_054g18, be09, 0faf, 34d6, 958e, a747, 7f8c, 1bcd, 2bee, ecaade2016_011a3, ecaade2015_114p22, 27a2, db74, 1e25, 566a, 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caadria2015_054k6, e7b7, c9b5, ijac201614305g3, cf63, 730f, 95a3, acadia14projects_291b, 1836, a427, fe2a, ijac201614303h2, caadria2015_043j5, d0c4, caadria2017_018s7, ecaade2016_128l35, e719, cc64, ascaad2014_001g1, dc55, sigradi2015_10.7i18, ecaade2016_021z5, 8c58, sigradi2014_144t2, acd0, acadia14projects_709am, 8dd9, b9da, 0a73, 0589, c3a3, sigradi2014_032d2, b3a5, 9631, db81, 46d1, 60f1, e13a, ecaade2015_227r50, ijac201412408c3, 1560, 2d68, ecaade2016_036n9, e710, 1893, sigradi2016_695s, b199, caadria2015_218z33, 61f3, 7510, afd4, 3ed4, sigradi2013_267u, ecaade2015_193c40, e7ab, 9941, 4ebd, b2cd, c2c3, sigradi2015_10.309x21, a24a, ecaade2015_138a28, dfa0, 3f7a, ecaade2016_021a6, 855c, c35c, 6215, 8bab, a5f5, d935, 54e2, 1378, 4c82, sigradi2014_103y8, 8b2a, 4c59, cacd, bd3e, 32d4, 136f, 2333, ijac201412304v1, 98b0, a317, 3b17, 14e3, a448, a303, 91bd, 698a, 19ba, 04e5, 0ed7, 5bba, 8190, f7d4, 9967, 8002, 64b5, 42db, 0f1b, e179, c737, dff1, acadia14projects_189al, de01, f09d, 5fd1, 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caadria2015_070k9, 6c92, 5e31, 9e0c, 4d4b, ijac201614201d7, dd99, acadia14_135s, 258e, sigradi2013_200e, 6ae5, 5aa1, acadia16_154f11, 80fc, 79b4, ecaade2014_092a22, 77e9, abf0, ba20, 227f, fc9e, b77d, ee50, sigradi2014_232o8, 2d27, 249f, 0bf0, 7b5f, eb6b, 71da, 25a1, a164, 81eb, 26f8, b112, f1ee, b7c5, cb5e, db19, 7156, acadia15_333r13, 47e6, 1570, 16c3, sigradi2015_2.213y1, 1e0d, a2fc, acadia15_195e8, 80a1, 727c, 6a22, e531, 03fb, e3ef, 4acf, ece3, 92db, 189b, fb65, 3850, 67df, b4fd, 19e0, 9041, ecaade2015_74p14, 5b54, ecaade2014_084t19, 4380, 1c44, 9fe1, 73d9, b048, 8f70, acadia15_274k11, 6e8c, 4cef, d04b, bc6a, 0af5, caadria2017_040m12, acadia14_167aa, db53, 8409, acadia14projects_317y, ecaade2015_18e3, 2a54, 63c3, 03e2, d0a9, 3c90, 2cf7, df8c, 0449, sigradi2015_sp_2.112p29, 9061, 3848, 7ab5, 4db7, 8fb2, acadia14projects_699p, d89a, 35df, 41f9, sigradi2015_11.165z25, 2e30, acadia14projects_539d, 271c, sigradi2014_227l8, 832d, 1efa, 516d, ijac201412303g9, b294, e2de, 4ad4, 8465, 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ecaade2013r_007e5, d1ed, d383, 0f55, 551f, 27ec, 44cf, 1afc, ecaade2014_046s11, 3078, ascaad2016_022m9, d47a, 5968, f844, 94a0, 177d, 3bcb, 2369, caadria2016_033a3, da58, aaa9, bf13, f852, 220e, 79b9, 685f, 5e1a, 8628, ascaad2016_008b4, 336e, 0673, 37e8, 47fa, c479, ff9e, 84d0, sigradi2016_685pp, 2524, 1d4c, 51e5, 77e7, 6dbc, 71e4, ijac201614102a3, 01ba, 7593, ijac201614303v2, 851b, eeac, 1da6, d987, 5c8f, 937f, c513, 1144, caadria2017_056a19, d4c4, 373b, c1d7, 3d38, 99d0, 23fa, 4e5b, caadria2016_157o6, d665, b978, 852c, bb9b, 52e8, 6419, 52f7, 106a, df14, 77ce, 6b70, sigradi2016_673hh, 752d, f39d, e3ed, 25c1, ijac201614403g2, 9c85, cc6b, a0a3, 19a4, 764c, 961f, sigradi2016_431s, fc71, d503, 05fa, 97a1, ecaade2016_038i10, 488f, 8003, bab8, 4eda, f0e7, 5508, bcf7, ecaade2016_152r41, sigradi2016_515g, aa5c, 491c, e22b, 9ef1, 92c5, acadia14_101ah, fa21, 490f, ecaade2015_144h31, 4bae, 4453, 5be5, 7102, 5c4a, sigradi2014_347p10, ascaad2016_001f1, 9bb9, e4e6, 3fd6, 6d2b, f908, 0798, 46b4, dd95, 9920, 9f86, 841e, 79a7, 1cdf, e586, 9ca1, 25da, ecaade2014_072s17, 76a6, 06b5, 5a95, 99da, 0e15, 6623, d695, a257, 70bd, 3dce, 4241, ba16, 5d37, b500, d856, fd44, 39f6, d3e1, b579, a187, 540f, 2f69, 943f, 376b, 4667, 5655, 00ce, 7cd9, efda, acadia14projects_699s, bd15, 0c01, 3f41, ijac201614402t1, e5b8, a2a0, ascaad2014_029k8, 3a99, 70e0, 2a20, ecaade2014_168h42, e497, ecaade2014_149a35, b861, sigradi2016_817m, b61b, 17a2, 53f9, 8c4f, 8bcf, fb50, bd85, 305c, 7bc5, cb99, f74d, fd51, caadria2016_259s11, 9784, 84ce, ascaad2016_048o20, sigradi2015_3.370b6, 462e, 9151, 3c37, f6b8, f08b, 57d2, 1f67, e09e, c2ef, e09f, ecaade2015_314a68, 44e9, 5675, acadia14projects_291ar, a1fe, 7e76, 015f, 6501, a663, 159d, 277d, c363, ecbc, 8937, 4982, fce5, 2ee2, 57a3, ad48, a288, a2bb, caadria2017_125x33, ffe2, 0c05, ascaad2016_025n10, sigradi2015_sp_10.311k31, 5dc5, sigradi2015_6.183k8, 50fe, sigradi2013_389m, ecaade2014_140r31, 59c4, ecaade2014_052l13, 54d1, 84fc, 4479, sigradi2014_307o5, ijac201412201m1, 0b34, 619b, acadia14_609ar, 1bd8, 785b, a8f0, d3e9, 4e10, ecaade2015_48c8, 110b, cdce, 9fe6, fde7, 205b, 3546, bdb9, 0de6, 1ab6, d8ec, 9547, 2c9d, 7b6b, ecaade2016_144e40, bc6f, 103c, 288a, 3236, caadria2017_057s19, 3dd2, 280e, 7265, acadia15_123o4, d947, af1f, ijac201513105e4, 60d5, 366c, 536c, 46fc, 8afc, sigradi2013_389l, c777, 93e4, caadria2017_105k28, 5c88, 4dc0, 7638, 953b, 500d, 0511, a92a, c71a, dfde, ecaade2015_152t31, 8313, ce77, 0bb6, ecaade2014_121x27, ebf6, 1f45, 04f7, f4f0, 5a75, e30c, ecaade2014_224n57, 86ce, 321d, 85a8, ea01, ee73, 8de0, 3e9e, 8908, d8df, 27ee, 6b51, 1a63, 756e, e0c0, d50c, b88d, ac73, ijac201513205e8, 8ee7, 9208, ascaad2014_009f5, caadria2017_055j18, 7ea3, caadria2017_051l17, d4af, d589, sigradi2014_284f4, caadria2017_056d19, ba93, 88f3, ijac201412402p4, 502a, fa32, c744, 8072, 0ff0, caadria2017_183d44, 8a9b, 98b2, bbae, c68d, 9f78, aab2, fcf4, 2939, 8b4e, 9a15, 468a, 3cb6, sigradi2015_12.107i27, 2d0a, ecaade2015_28x5, sigradi2014_313w5, 00a1, 3b7f, e7fb, 4fa2, 42fb, ascaad2014_025o6, bf1e, 4aa1, d128, 4858, ecaade2014_053p13, 9d51, ecaade2014_042p10, ijac201412306z2, 497a, 8417, 90f7, 7b8a, sigradi2014_074m6, c471, dc9d, 1a15, 1c1f, d0a0, c316, bff8, 587d, ecaade2014_153s37, d938, 51d9, ec28, ce8a, fc4b, a4c0, 292d, 9879, 0d83, e6e7, cf27, ijac201614102v1, 2f90, febb, acadia14projects_53n, acadia14projects_189ax, 35d1, eb8f, sigradi2014_313s5, 1eca, 8452, e265, 77c9, acadia15_137j5, 945c, acadia16_234g15, ace0, 5648, caadria2017_016k6, 3c4c, 57b8, ecaade2014_035w8, d843, f30b, 193e, 98c0, 1357, ecaade2015_15y1, dcad, 13f4, 9af0, 3467, 5035, sigradi2014_049m5, 241b, a6b7, ascaad2016_047a20, b3d8, 87f5, 9978, 6df9, 29af, 38c5, ecaade2015_22m4, 1901, 40b7, fd2b, 39bd, 4623, 7637, ed0a, f95c, f036, 71e1, b7ea, caadria2017_163k40, 4cf5, 2e40, 530b, sigradi2015_10.267u20, e2cd, 07ba, 21c5, 6c1f, acadia14_619ag, 2e55, 37a6, 0952, 9c56, 3b2e, 6bef, deda, 727b, 7e9b, 2dce, 4aa8, acadia15_483n21, b0b4, 67e9, 9654, 8b51, a80b, cb80, caadria2016_777c33, ecaade2015_158c34, 1965, a321, acadia16_326s19, sigradi2013_389j, ijac201513105h4, 83b5, 9171, ecaade2015_152z31, 0fc4, 6a8f, bea1, 5a44, bdfc, ecaade2015_122o24, 5464, fdd8, 31a3, 8abe, 5a08, 3611, f439, c9ac, 1ab1, b627, acadia14_565ah, 68ac, acadia14_463av, 9a18, df89, 7e2c, 2be0, 0b87, 798b, ecaade2014_194r49, fd62, c914, caadria2017_035z11, caadria2017_142w36, ascaad2016_058e23, ecaade2014_010s1, 78e9, 0142, b830, fae8, d784, acadia14_565af, 2cd8, 5457, a838, 19fa, acadia14_565y, f96e, a6df, 86b4, ecaade2015_293x63, b55c, 643a, 93fd, 2d9c, ff75, 6edb, ddaa, a803, fe91, 9539, 635f, sigradi2014_265r1, 5c8e, bb9e, a5d9, 24cc, ijac201614207i12, 0355, 62e8, 8ae7, ijac201614101c1, 2527, ecaade2016_185g50, 23b1, 2b7a, e856, ascaad2016_038k14, sigradi2015_12.215n27, 7761, f944, e7a3, e731, caadria2015_048o5, ascaad2014_007x3, 5b0d, 2b88, ca1f, 968f, 3885, d41a, db90, caadria2017_057d20, ce8d, e1e8, sigradi2013_313s, e21d, 89b9, 1252, ecaade2015_229x51, a316, 5e6b, 5e58, 5967, caadria2015_208c31, sigradi2016_816tt, 75e2, f0fb, da66, caadria2017_123s32, 37cc, 4147, 1416, caadria2017_127e34, 2613, 8951, ijac201412301t5, caadria2016_405t17, a8aa, acadia16_44p3, acadia16_88p6, acadia14projects_79aa, 84dd, ecaade2014_046o11, 96d0, fbd6, d4fc, 121e, 6fed, d34a, 7f7d, 37bf, 05dc, 2b3b, 7143, 31b4, 3189, 6355, cde5, ecaade2016_068l17, 9486, 6517, ecaade2014_204u52, d749, 7394, acadia14projects_229g, 2e34, 3eb3, 7bc8, a7db, 6ab3, 6c21, c589, c3f9, 4775, b960, 6bc6, de50, 1cbc, bab7, ecaade2014_066m15, 3d70, 92da, 4d0f, ascaad2014_021a4, sigradi2013_32n, 4f00, e051, 5ba4, acadia14_125aa, ae37, 8ca4, f220, e605, 144a, ecaade2015_317c69, 3735, f998, b57f, ijac201614207e11, f557, d30c, d5f5, ecaade2015_200t43, acadia14projects_199al, c431, ecaade2016_095e26, caaf, ecaade2014_226a59, 27e1, b012, 52aa, ijac201513201y5, 02fa, caadria2016_405b17, sigradi2014_155x3, 0bba, 7977, 35c3, 93f8, 00b2, 85f6, 68c9, 4869, 753b, 782d, caadria2015_102a16, 37d9, 1480, 7bfb, f00a, acadia14projects_463i, 1f38, bcbc, 43d4, def5, d7b9, 69e3, 55fd, a5ad, 4f85, 8eef, afeb, 3510, ijac201614202h8, 37b6, 9a3c, a70c, 8cdf, 63a2, 21f5, 8772, 3e17, ecaade2015_309s67, acadia14_281ad, f1d6, ascaad2014_004p2, df5a, f8c1, 19f4, e594, ed44, c43f, b189, 2fd8, 1156, 988d, ecaade2015_122i24, 5ea1, ebeb, 0a35, 300b, e17c, bd05, 2962, fb33, 0db4, 6958, c121, cfa5, b959, 7561, d5db, ecaade2014_225s58, 47dd, sigradi2016_647nn, 3240, 4fd1, 1e6b, c430, 3d29, cb79, aade, b255, 061c, 3d90, c073, ce0d, 7562, acadia14_435am, f9b3, c47c, caadria2016_809f34, 22a1, caadria2017_124x32, bd40, b777, 0b5f, 7e61, 7c14, ac42, 9bd6, e552, ijac201614202s7, 37d5, b2c0, 458e, 95e9, 3483, 7d72, f5f8, ecaade2015_143s30, 3749, 6cda, 4e8f, 1566, 52cc, 2dfd, ijac201513102v1, 3795, ecaade2014_195w50, 6365, ijac201412202v1, c6c9, acadia14projects_479as, 3555, caadria2017_003v1, 2290, ecaade2016_217i55, b8f9, ff15, acadia14_719d, f5c1, 44bc, 9a68, sigradi2016_592w, 8d40, 3d84, ecaade2016_073b21, ca18, cafc, 12e5, c68a, 05ac, fa76, caadria2015_218o33, d1f4, 2761, ecaade2016_140v39, 4c07, acadia16_12i1, ce03, sigradi2015_11.34c24, ccb8, 1efe, 9bb1, ecaade2014_201h52, 9b78, f70f, 0313, c7fc, acadia14projects_555h, a19b, b9a1, 6406, 3378, 7fe8, 0416, sigradi2013_411o, sigradi2014_265l1, caadria2017_113z29, 099d, ascaad2016_003x1, f1b0, 9c32, ecaade2015_206l45, fd85, 8ae3, acadia16_224c15, a959, 2e21, cc2d, 10d8, c63c, sigradi2015_8.27l10, caadria2016_861u36, 35f2, d6a6, aae3, sigradi2016_426e, 8bc4, ab02, ecd5, 4b3b, 1868, 3dd0, f3ec, 3039, 2337, 73ec, 6882, 58e2, 5738, acadia15_123u4, 8c8d, 4381, 6858, 11c4, 96aa, b6b5, 5787, d09d, ecaade2014_094r22, fcce, 3505, 1a3b, sigradi2016_803dd, 5b7c, 2328, 74dc, 5b8f, af97, 2363, 83dc, 3a14, 6ff2, ecaade2014_044h11, f970, c668, ddc4, 2c74, a2d6, bb92, 6e24, d5b3, c219, 7b87, 37dd, 86e2, 52ca, 5f85, 8943, f1f6, 092b, f013, sigradi2016_595hh, 6ba8, caadria2015_064l7, 422c, 59fe, e033, 446b, ascaad2014_005l3, e104, d4ca, ea3d, 1563, 5e19, f040, acadia14projects_339y, f321, 372e, fc0d, 50df, f383, ecaade2015_199e43, ijac201513105p4, 3a22, 6413, 0693, ecaade2016_158s43, 565c, ecaade2014_138k30, ecaade2015_193z39, 23fc, 20ba, ca2b, ecaade2016_027x7, 2bde, 9f9c, 173c, acadia14projects_427am, sigradi2014_151d3, acadia14_671y, c770, ijac201614203f9, 04a9, 863d, 4e64, 0ad3, 7ffe, ijac201614208i13, 59bf, ecaade2016_118h32, 3dcd, d840, 57bc, b6ff, 94b7, 8ffd, 51bc, a1ff, caadria2017_155r39, 4386, 016b, f06a, caadria2016_797t33, sigradi2013_429n, a0c2, ijac201614402w1, c052, acadia14projects_565ai, 2de6, b572, f88a, 6ff4, d05c, sigradi2016_815cc, 6377, 71f2, 36b0, dbe0, 0bc4, a881, 370f, sigradi2015_sp_10.16f31, 5788, 9791, ad2f, e95c, 3b27, 98d0, 816f, 47a9, d2b0, e3d5, 8e7d, f505, d307, 8ddb, 3096, 481c, 410f, 3e8e, 39fd, 873a, ecaade2016_007m2, 304a, d623, caadria2015_213r32, 5679, sigradi2013_407g, 94e5, caadria2015_012c2, dde2, d5c7, 2f06, c941, 6081, d746, 7ad0, e3c2, c358, 6c04, 7172, 0d75, b33a, 3b7b, 3ca0, 0850, ecaade2013r_004p3, 3937, c538, 748c, e8df, acadia14_333au, 3e62, 9c81, 947f, c74e, 5469, b176, ecaade2015_178d38, de24, ecaade2016_163k45, ca69, 3c50, 370e, 5f9c, 5c3e, 7d30, cf6a, 722a, 8adf, 7aa9, 3968, 3db1, e945, d669, fc1a, b7e7, ecaade2014_070p16, 4322, acadia14projects_681av, sigradi2014_265u1, e5ae, 06f3, 8e9c, 56c8, b23a, 097e, bfcc, ccd0, 0916, b524, 32c6, sigradi2015_9.141d16, c12f, 8a37, 577d, ecaade2014_157r38, 5e4c, sigradi2015_8.186s12, cc09, b044, e00b, acadia14projects_247y, acadia14projects_655w, 7b2e, ed20, c017, 3b4c, 8921, 4275, 490d, 7e38, 9fd1, 563c, ea30, 87f7, ecaade2015_38r7, cbf7, 6fe2, 5333, e488, 5d2b, 4abd, 8dec, 50d2, 0beb, 7123, 17aa, ea3b, 02d4, caadria2016_405m17, 7360, 2ba7, d2c4, ecaade2013r_002b2, ecaade2016_170v48, sigradi2016_381r, 284e, dbe1, 79b5, 008d, caadria2016_291e13, 0019, 73d8, 9135, e595, 37f0, 8432, sigradi2014_314m6, dcf3, 3f79, 573d, 008c, 37d3, 8d63, fd27, ecaade2015_302m66, ba6d, sigradi2016_815bb, ascaad2016_018o7, ecaade2016_047m13, caadria2017_086g25, ecaade2015_38p7, 8ae2, 4fcb, 2e6c, 89db, 08e9, caadria2015_081u11, dea2, sigradi2013_112d, cbf3, 01ac, ecaade2016_073u20, b206, 9084, ijac201412301a6, 875c, caadria2015_084d13, 2ac4, 78d8, 0516, 9558, be13, 59d1, a573, 0e97, 1df3, 9bb0, 26d8, ecaade2014_021v5, 86d2, d423, 99f7, 9db5, 0864, 715c, b114, 59d8, a081, 27d6, bb17, a6aa, 3532, 9df1, d7f0, a649, 6533, 0c56, sigradi2016_360z, fde2, fe55, 3516, ecaade2015_318v69, 622b, 2c12, bcc2, ijac201614309v6, 622d, 2df9, acadia14projects_539e, ecef, 3dec, caadria2016_395v16, 6f08, f9b2, caadria2017_190r45, a1e6, eb1d, 67d6, aed8, e27f, f63a, sigradi2014_181v5, 059c, sigradi2014_329a7, 2de8, sigradi2016_695y, 5eba, 2dc3, 3eb8, 2f99, acadia14_479m, 7633, 86f6, 737b, ecaade2015_53a9, 6182, caadria2015_213j33, caadria2017_129m34, ad5e, 1089, 5cd3, 679f, fc7d, acadia14projects_229l, a565, 3d60, 09a1, 71be, ef2d, 6d37, 4a1d, a1db, ijac201614204o9, a6d6, b64d, b149, 6257, 2ae1, ecaade2016_102o27, 5847, 8b48, 1e5b, 8560, 4595, 8e94, 0985, be61, 7724, 31c1, caadria2015_069t8, 43a0, ac94, c218, ijac201614201h7, 6cd9, sigradi2014_157b4, ed37, ec2f, 25b4, c263, b296, b2fa, d5ba,