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 sigradi2012_368
authors Vannini, Virgínia; Bueno, Ernesto; Turkienicz, Benamy
year 2012
title Otimização geométrica de superfícies de fachada para uso fotovoltaico [Geometric optimization of facade surfaces for use of photovoltaic]
source SIGraDi 2012 [Proceedings of the 16th Iberoamerican Congress of Digital Graphics] Brasil - Fortaleza 13-16 November 2012, pp. 426-430
summary This work describes a methodology to optimize solar incidence in photovoltaic facades of multi-floor buildings. The methodology identifies and parameterizes the building volume according to geometric principles of photovoltaic capture for all facades orientations. Initially, geometric modeling is made through an algorithm developed in a graphic-algorithm editor, Grasshopper – integrated with the modeling tool, Rhinoceros – then establishing the shape restrictions and variables. Secondly, twist and taper geometric transformation is correlated with solar incidence data through the interface of genetic platform, Galapagos. The results indicate that it’s possible explore the method to obtain: optimal solutions, reduced design time and better energy performance.
keywords optimization; photovoltaic facades; genetic algorithm; parametric design.
series SIGRADI
email virvannini@gmail.com
full text file.pdf (210,324 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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caadria2017_041g13, 3227, f48d, 4357, ecaade2016_199x52, 5804, e6e2, 3efb, ecaade2014_184o46, ad7b, 2736, c421, a2ec, fce8, ecaade2015_138y26, ac75, b9be, 1724, 71f4, 59e7, ae64, e09e, acadia16_116w8, ecaade2015_175m37, ecaade2015_64i13, 920e, 2883, c3a3, 3864, acadia15_407i17, cb70, 1fa3, e779, 7773, 3f22, 4922, caadria2016_851b36, 1130, d8f2, 101f, 1b3f, 050f, 6611, b8b0, acadia14projects_111n, df48, 747a, 1f3d, 13b5, e0e9, ecaade2015_317y68, 6c56, 71cc, b071, 657d, 6d94, 9208, sigradi2016_590k, 36d7, acadia14projects_409o, 64f6, 2fa0, 6c08, 0afe, 5772, acadia16_140v10, 8bf8, 75db, 5571, acadia14projects_317t, 2344, fe10, 9482, c375, 284b, ascaad2014_011a6, e38f, 6bf1, 0050, cb39, dd22, caadria2017_016j6, 68d3, ijac201614402r1, 31c2, sigradi2013_74d, 02e3, ecb7, a585, 06e2, 2a13, 7aa8, acadia14projects_189ax, b49c, 5d98, 12a1, eb2f, 44cc, e26a, 137b, eb64, e3a2, ab27, 281a, acadia16_72f5, bd48, 84f1, f98d, e7e8, ijac201412304i1, b4d8, e48e, 1513, bd19, 32ca, sigradi2013_138r, 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ascaad2016_053l21, 8869, ecaade2016_079o23, 7101, 91d5, d13e, e96a, ecaade2016_170v48, eb6b, e66b, a56e, sigradi2014_140n2, caadria2016_651z27, caadria2016_839m35, f56f, 752c, ecaade2016_007b2, 6e31, 09ac, sigradi2016_637bb, 1313, ecaade2014_140b32, sigradi2014_047k4, acadia15_251j10, cc6f, 7fc3, caadria2017_051p16, 290a, fa18, 055d, 71ab, 82ad, ijac201412205w3, sigradi2015_11.8i23, 894d, caadria2015_209b32, 0614, 86cc, 0956, 248e, 6b05, be4f, 0e02, 22df, 4f59, a0aa, f044, 9251, 90b3, 15fb, 8a8a, caadria2015_208z31, a6f4, bcd3, 6dd9, 2a7d, dc80, ijac201513304w11, ecaade2016_094z25, caad, 7fc5, ecaade2015_18a3, 20d6, 9f8e, 442e, b93f, ecaade2016_079v23, 639a, 92c8, 2f63, 3d30, sigradi2015_8.239b14, 42f4, c655, ecaade2016_136g38, caadria2016_105x4, acadia14_177v, 5388, 3a43, d940, sigradi2015_2.137j1, b59e, e34d, 879b, 2239, 4901, 9078, ascaad2016_040d16, f7cd, acadia14projects_627a, 6915, bb4b, 0ff1, 1b5b, ecaade2014_113o26, a098, ijac201513302g10, 1168, 8bce, 7ca4, ecaade2016_007j2, 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6cfe, ecaade2016_080a24, 49cc, 78ea, 593a, effa, 34a7, ecaade2016_161y43, 3114, ddeb, ccd2, ecaade2016_068j18, ecaade2015_268e59, 07f3, ecaade2013r_003g3, 5858, 7c12, c1f6, 9d1b, caadria2016_641n27, 75fd, 186f, caadria2016_797t33, a20a, acadia14projects_389e, b7c6, 9c3e, ascaad2014_003x1, 4e6c, 51fb, a052, c83e, 7747, aa6b, 69c6, 3fbd, ecaade2016_016j4, 6792, 9fe0, f5f3, sigradi2013_248, c994, 6418, 36e7, f224, ecaade2015_202d44, e597, b629, de2a, 30c2, acadia14_647as, 6449, dc57, fb47, acadia15_407h17, 5ea9, a4f3, 9d18, 19b8, 2fbe, 5c6f, e01c, 7a71, c1fe, b490, f34c, 58b5, 8b26, ead5, 08ed, 1b82, caadria2017_101k27, 5cb1, 8de8, 8bcf, ccda, 1c96, 730c, 7d54, 743c, 19d3, f7b9, 9318, f61c, 45fd, 6fae, da5d, ecaade2016_198h52, 1687, ecaade2014_094r22, 0e39, a1a1, acadia14_699g, a33b, d18b, a4da, ascaad2016_007k3, fcb7, 8b2d, 3cac, 8773, ed20, 49b9, e7cd, ff2e, ecaade2016_167v47, a393, 9077, dde3, d2db, 4d71, 8e7b, 857c, bcf0, 7a6f, 15b8, cb0d, 5925, 4199, 7097, 5cfe, 2e4d, 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caadria2017_095e26, d7ef, 255f, c8ea, 4d1f, caadria2015_073b10, 2edf, 5584, 26e6, 424f, caadria2017_046z14, ijac201513302a10, d393, 8b41, 1f4f, sigradi2016_809rr, 6db7, ecaade2015_329o71, c3bb, d619, c62f, ecaade2015_324z70, 9054, 5d49, ecaade2013r_005m4, 8af7, ascaad2016_039r15, 0c98, e49a, e992, 2536, 4209, 08e9, b6c1, 5750, d64f, ffec, f7b4, 5dbd, d1ca, 316a, b8be, 1af2, 3066, 9fd7, ecaade2015_77s14, b5aa, fb8e, 78a4, 0c74, 74f5, 6864, 0f8e, b33d, ijac201513302o10, sigradi2014_345b10, 194c, 8ef0, caadria2017_145v37, 0e80, dcaf, eff8, b7fa, 02ae, d5fc, ecaade2014_199x51, f755, 792d, c3cc, caff, sigradi2016_659y, 07a8, caadria2017_040h12, 25b4, bd79, caadria2016_147i6, 6cca, 6c2a, 3468, ecaade2013r_003p2, ijac201412403j6, 9332, 7086, f4f3, c215, 0c6e, feb9, 4163, 4817, a4a0, 7333, caadria2015_218t33, caadria2016_271x11, 2f59, 7133, acadia16_224w14, 7ae8, 1f8e, cab0, 1cd6, 7841, 6769, ac95, 17dc, f903, befd, 81fa, 96f1, d928, 9bce, 0cdd, ijac201412404x7, 50cd, 40eb, c8ed, fe6d, b26a, 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ijac201513102l2, da92, 63b5, 9c45, ecaade2015_21b4, 56f3, fbb6, ecaade2015_296p64, 6479, fc45, c43e, ecaade2016_225w60, 9ca3, 1f70, af15, b5d3, adab, b3ff, ascaad2016_043k17, c51e, b1ab, a401, ecaade2015_138t29, 0a61, 5f45, ecaade2016_095e26, 3770, 068d, 2775, 1085, 7321, d6a5, acadia14_47h, a8a2, ijac201614303n2, sigradi2014_221h8, e8d6, 78ba, 5b30, 0402, ecaade2016_007c2, 28b5, c6f0, ebdc, 919a, 37c0, d372, 5a29, dab0, e3a7, acadia14_117c, 4358, acadia15_203l8, 5b45, 62d1, 5c07, acadia14projects_257ac, aa8d, c098, f9a1, 5ffb, b99d, f37e, 20fe, ecaade2015_116d23, 3f06, ecaade2016_106j29, cad2, a229, 30de, caadria2017_124d33, 08ac, ecaade2013r_009t5, 6dd3, 7937, 5ca6, 0bec, ascaad2016_045b18, 85ea, 42c9, ijac201614302y1, cf3b, 555f, 3b40, 472f, 31dd, caadria2015_061d7, acadia14projects_435au, 7622, 7f35, acadia16_124c9, caadria2017_163e41, 5972, ascaad2014_032s9, bb44, sigradi2014_018l1, 51de, 3a24, sigradi2013_243c, fb23, caadria2015_078k11, 1f3a, 66f0, 3264, da09, 9e20, d1b2, 136a, a479, fd24, 4e2c, caadria2017_058e20, 27d0, 8460, c612, 1ed0, ecaade2016_071n19, 3bcd, 96ee, 59a6, e073, ca43, e17e, ascaad2014_014p8, 4190, 0448, f9e6, 47cd, caadria2017_080j24, 6756, 65c9, ecaade2016_234a63, 4d80, 332a, 5575, a80b, 37fc, 5345, 3d44, 257a, e3a3, fa10, 12bb, ffc8, 1713, fbbf, 1abc, 99a2, c0a8, 9579, b803, 0176, ascaad2014_026z6, e524, 9e3e, 253c, 1604, ff57, 4a07, ijac201412408f2, d6ff, d5cf, acadia14_463z, acadia14projects_709ap, ac36, af20, c64d, 5836, 8513, dc2f, 179a, 57de, caadria2017_047h15, ijac201614308v5, 4e37, f06f, ecaade2014_084x19, 43c5, 6db8, ecaade2015_268z58, 40ff, 3d37, 84c9, 9548, efb6, 1415, ecaade2016_136v38, b899, ce03, b746, 77fa, 74b0, ea7f, ijac201412306v2, 868c, fd4a, caadria2017_174u42, 879d, 5081, b672, f085, 3dd2, sigradi2014_282s3, 5698, 25e3, 2079, 0525, 4ded, ecaade2014_140w31, aa28, ecaade2013r_001a1, 1bda, ecaade2016_036s9, 9c07, de9a, 67e3, b251, 0010, a2a7, 6600, 2039, d35e, 212d, acadia14projects_435at, 67ef, 27b9, bf30, 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ecaade2015_119e24, 36dd, ecaade2015_15w1, eb7c, b144, c244, 5422, f3cb, f0d3, 3e5b, 491c, db1f, bd5e, 8f1a, 3441, 63b1, 993a, a933, 6d91, 9191, e4a7, a623, 0a95, 206b, caadria2017_041c13, 2d95, afa7, f8a3, c1ed, cecf, b513, sigradi2013_425u, 4fbb, 203b, f488, caadria2016_683t29, ascaad2016_038l14, 6ea7, ebf4, f0d2, 97fb, cc05, c20f, 13a8, ecaade2015_83s16, sigradi2014_047m4, da60, cdc5, 0daf, ecaade2015_268d59, 7c99, 04ee, 756f, 0138, 0b18, 27fc, 3f53, 0134, 756b, ecaade2014_233l60, 0d35, f972, fdad, 861d, 7611, c5aa, d07b, 4940, b068, 12e6, ascaad2014_030y8, 2b3d, de46, 92e1, c97a, 5460, caadria2015_043g5, 4c2d, f4d4, 9374, 6cae, 260d, c90c, 8ef8, b72a, 83b5, aca6, 6a3c, a647, ef45, 134e, sigradi2015_3.43k2, sigradi2016_702q, 00b0, 8853, 6aa7, sigradi2014_307o5, ecaade2015_227p50, 43e8, 003e, 5bb3, d7c3, 3d10, fb1a, ecaade2016_162r44, 2da1, 08a9, 3a10, 4f2e, acadia14projects_365ae, 3f29, sigradi2016_816yy, ecaade2015_227x50, ae2d, caadria2015_126r20, sigradi2016_732f, b128, 3ee7, 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caadria2016_683u29, fa5a, ijac201412401f4, ea5c, 9ac3, sigradi2014_197c7, fc9a, 69c2, ecaade2014_218z55, 0f1f, bc1e, 142b, 5455, 32c6, 8171, ecaade2014_226w58, 9f44, ec2a, debd, ba62, f2ad, 336a, 8c47, dc11, efc2, 1ce6, 3868, ed35, c8ee, 191a, acadia14projects_229l, sigradi2014_282l3, cb28, a66d, 23d0, 504a, 5a39, 3507, dc89, 4dbb, f115, 41b4, 2b4a, 1ac8, 8d85, sigradi2016_814qq, ecaade2016_225s60, 16bd, 0721, 8fc1, caadria2015_032u4, df22, 3975, 9a03, df6b, 8b31, 19cf, deab, 9788, bf6c, 297b, 2b6e, 759f, 9f7e, acadia14_671n, 956d, ascaad2014_015z8, 66f1, 0ae1, 64be, acadia15_57u1, e358, sigradi2013_155, ecaade2014_128r28, 6990, 4bca, ecaade2014_070l16, ebf3, 86eb, a732, sigradi2013_244m, caadria2017_070s22, 3b63, da2e, 3c42, 6e5d, 68f4, 7edb, 8730, 0c54, 2364, ijac201614405h3, sigradi2014_074m6, eb0d, d1f0, sigradi2014_042v3, a4ce, 8f08, 2aa1, d67c, 014d, 9851, ad77, d704, a018, 14e7, ff28, a1a6, bc7d, 22f2, sigradi2013_46, caadria2016_167b7, c91b, 430c, db61, caadria2016_529s22, f6a6, 7b17, sigradi2016_534ll, e4e0, 29cc, ecaade2015_241l55, 3499, 53f3, 9040, 5510, 2705, 38b0, 8721, caadria2017_096x26, 164e, 9244, ce39, sigradi2013_389k, 6d3c, ecaade2016_006u1, d97c, 8542, 08cf, caadria2016_549j23, 9071, b649, 9377, 0f7b, 0569, caadria2017_070j22, ecaade2015_279z60, 2a6c, 313d, 9c0f, ecaade2015_294l64, 3ab3, a3c8, 1b29, sigradi2015_8.239x13, 497f, 208b, 1b5f, 9852, f771, cf02, sigradi2015_10.267o20, 77da, a845, sigradi2016_537qq, 22c6, ee33, ecaade2016_ws-intelligenty68, 7d8c, 4e88, 6ee7, 2454, ecaade2015_152v31, f4ea, 1bf8, 2d74, acadia14_153an, 1ef9, 500e, 3a86, caadria2017_124v32, c230, 4acb, caadria2016_703r30, sigradi2016_710ii, 7f47, 360d, 3942, ecaade2016_048d14, 0041, acadia15_137h5, 48aa, ecaade2014_159n39, 5b41, sigradi2013_267c, 4978, 7320, 6f21, 6536, 4a12, 7740, ef72, d506, 228a, sigradi2016_490x, 01da, ffa5, 7e97, 876f, ascaad2016_046n19, e0cd, 940f, 28f2, 109e, 4107, 3d57, 4606, cd05, ecaade2014_186h47, 2a46, 2e3f, ecaade2015_155g32, 3f84, 26d5, 8a6e, 967f, caadria2015_126a21, 04b3, eb91, 6b3c, c5ac, b461, a26d, ijac201513205e8, 8153, 298b, c580, 5b54, 88fa, 2585, 4830, 030f, 816a, 5d35, eca3, f423, bb0d, ab8a, acadia15_57d2, cdf1, fc3f, ecaade2014_218k55, 7ccb, 592c, 0256, a137, e6ed, ecaade2016_047l13, 455d, 9e98, 111f, ef0b, sigradi2014_303g5, a04b, 85f1, 47dd, 90b2, 88d1, 6139, 3ff0, 16c7, ascaad2014_017r1, e4f3, 3bf0, 4356, d70d, 408a, 60e0, 3591, 2d6b, beda, 54dd, 2f01, 9148, 2cb8, f4c6, 4100, 72e6, a81e, abec, c861, 1598, c3b8, ijac201412407d1, 2317, 5ca2, 66e4, a917, dbf4, 4678, c5c8, 31cd, ecaade2014_010o1, 5f5b, acadia14_339ai, 49e6, ecaade2014_153u37, ecaade2015_129h25, eecc, b87a, d1aa, d633, acadia14projects_637ag, ce0d, e530, 4b63, ecaade2015_100n19, 4caa, 8363, caadria2015_139t22, c1d2, 7925, 023f, cca5, caadria2015_203g29, 0899, 7abf, 12c4, sigradi2016_595gg, 9de3, sigradi2013_343c, caadria2016_373f16, 5ad0, 55cc, d674, e380, 0f8f, 2229, df58, a030, acadia14_189ar, 3a8e, ffdf, d662, acadia14_565l, a18a, df13, 3d28, 558c, bd47, 4c0c, fce2, d782, f7ab, 92bf, caadria2016_487z20, 34ed, 6f92, b58a, caadria2016_579s24, 9907, c17c, ascaad2016_040a16, acadia16_224a15, 2ec7, aeb8, fee3, acf8, 4721, ecaade2015_215u47, ad52, d273, 6c15, 893f, d9f7, 08ff, 42cd, 7af0, ff13, 985d, acadia15_431o18, 3be8, c7f2, 99a4, eb2d, d1d9, 0dfc, ab7f, 607c, 5485, fbda, 5fc1, caadria2017_051m16, 3b4f, caadria2015_226x34, 6755, 4811, 20c9, 30a5, 4080, 2c3a, 8dae, 0173, ascaad2016_054d22, ecaade2014_176y43, cde8, 767b, caadria2016_745c32, sigradi2016_781qq, acadia14projects_365ag, caadria2015_208t30, sigradi2014_075a7, ecaade2015_334s72, 01bd, c7e7, 1e1d, 8bbc, c53f, a5a7, 04f5, acadia15_243f10, f1ac, ff84, fc5e, 8f65, ecaade2014_071b17, ecaade2016_118e32, cc0b, f246, ijac201513305h12, 8efb, 0f32, 409a, 0f80, ce1f, 8e4c, 7107, cb96, 805c, c3ad, f99b, 97d3, fe4b, b3e2, acadia14projects_661f, 75a6, ecaade2014_175o43, 504e, 3ef4, 0064, ab72, aaf4, sigradi2013_248f, 1e5c, 74dc, ec8e, ecaade2014_019g5, 5758, 37e0, 4457, 1f7b, sigradi2016_814a, 386f, e68b, caadria2016_209b10, 24a8, eb92, sigradi2013_52g, dd8f, ecaade2016_208p53, a133, 00a8, dc60, ecaade2015_235l53, d7ee, c77f, d481, cf47, ecaade2015_284b62, d9ad, acadia16_24v2, 29f9, d6e0, ecaade2015_261g58, 88f8, dae4, db66, 0935, 3e26, f2f8, 8a74, a84a, 0879, 0d14, ecaade2016_217r55, ijac201513303c11, 730d, 1c6b, ef47, ecaade2014_140o31, 00c3, ecaade2015_196j42, acadia16_344k20, 57cb, 34e9, bdca, e259, 8795, 05fe, 9ca5, 8673, 2eae, 305f, 448f, acadia16_130p9, 7a4f, fb30, ecaade2014_168a42, d945, 3d6a, e6dd, 122d, a3c9, cfee, ijac201412303x7, d8a9, 8480, ecaade2015_201z43, ecaade2014_014b3, de4f, f6e3, acadia14projects_177af, 48d4, 064a, ijac201614402n1, ecaade2013r_011c7, d550, f1a5, 1bc3, ecaade2014_140x31, c4d9, sigradi2015_13.316x28, 6b3a, 02a2, ecaade2014_157g39, fe43, 94b0, d690, 244c, da83, c2b6, ecaade2015_59n11, 4618, 3eb6, cbb8, 58ae, 00f1, 04ad, ecaade2015_83t16, 03a7, c115, ccc1, 2888, 2dc1, a49a, 45b0, 9b83, 83d0, b13a, 687f, 14c0, 2b3e, 3067, ecaade2013r_004o3, c482, 6303, bd92, caadria2017_113u29, 94ed, acadia14projects_435d, ecaade2016_238s63, 0666, f61e, b1c8, f83e, 4c72, 727e, 0051, 8ac8, b15e, 7e10, ce70, 06be, 1fb9, ecaade2014_199y51, 2a12, sigradi2014_032l2, a70e, b3b2, 47ef, sigradi2014_313s5, 4b40, 50eb, sigradi2013_268h, 5f01, c045, 3b0f, e4be, sigradi2014_049f5, 0d4a, e4fe, caadria2016_797x33, 7307, 615c, ijac201614405y3, 0bd0, 1232, 9297, 6c99, 1eda, 87d4, acadia14projects_609as, fec5, ascaad2016_023p9, b47b, 6576, 9172, 7a38, ad98, caadria2017_123j32, e2f3, 28f3, ecaade2015_59b11, 4aa0, 58ba, 3a5a, 5891, 5558, 05dd, 10b9, e6f5, 9fa1, 482b, 7eed, d929, e8e3, sigradi2016_568oo, 0a35, caadria2016_045b3, b58b, sigradi2014_134a2, 74ee, f429, ijac201513105a4, cc4e, 686e, 2c21, 65ab, 445d, c2d7, e5e3, b870, f5a8, 86ae, 0ec9, 40a4, e60b, f7e4, 7085, 0de8, 74d0, d4ee, 23bd, 5e6f, bfe2, ecaade2014_239u61, ed0f, ac9d, 7aef, ecaade2014_195u50, b25b, 309a, d90f, 91f7, 3005, 21de, c1c9, 87e7, ascaad2014_019c3, ff40, 3457, 5bc3, caadria2016_343l15, 0029, 035e, bd84, 6971, 7f7e, 290c, abc3, 0242, 0cd1, dbeb, c302, acadia16_116y8, acadia14_365ak, b389, ec38, f1ea, 8660, 1f24, d851, 7348, ijac201614404a3, 353d, a398, 7173, 6e1b, 4df7, 7ddc, 707c, ecaade2015_202p44, 44da, caadria2016_487i20, sigradi2015_10.381h23, a36f, 48b1, 8c0c, 1ad8, ae91, 8ddb, 4bf4, 733a, ecaade2014_153g37, a40f, d58d, acadia14_327b, cb9b, ecaade2014_022x5, e664, 4b5f, caadria2017_125b34, caadria2017_185x44, 2eed, cb02, bc5b, 0043, 95f7, 75b2, ecaade2014_066z15, ijac201614105s5, a264, a4f6, b5bb, 2f56, c729, ascaad2014_005b3, 3e42, ecaade2015_130h26, 2110, 2289, 83d6, 2e99, 309c, 285c, afca, 8103, 39ad, ijac201614302x1, ecaade2015_22e5, 1d54, 67c6, 61b0, 3376, 3c66, fdfa, 0235, 70cb, 22f0, 2ea8, acadia14projects_83ad, 4ea1, c1b9, 4f06, 18a4, 2b18, 3282, caadria2015_139u22, acadia14_427an, ecaade2016_023j6, 36c0, b29c, ijac201513205s8, ecaade2014_168z40, acadia14projects_167u, baf3, 0fa2, 6838, 8458, d0ab, 06b2, c72f, acadia14projects_435ap, 419c, fcbc, a8dc, acadia14projects_655ab, c1ef, 6be9, 185a, 9519, f357, aad7, 5e41, 9066, 5793, 9ca0, be5b, 9a80, d97a, a91f, 2a17, caadria2016_023p2, a282, 9651, 3438, 77d5, 48c5, acadia14_291aj, c146, caadria2015_014k2, 6cbf, ab78, 3237, 922c, acadia14projects_375j, 938a, sigradi2015_6.387x9, ee8a, ecaade2014_016d4, acadia14projects_619ac, d4b1, 9f37, 1242, 4343, f494, 540d, 6622, ecaade2014_067b16, 2ad0, sigradi2015_8.189n13, caadria2017_101o27, 74c2, 9cdf, 0b81, 7adf, 4ca5, acadia14_63ay, b747, cdb6, ecaade2016_140j39, a747, 8750, c4f4, acadia14projects_681al, 15e8, sigradi2016_431r, e721, 5786, 365b, ascaad2016_041o16, b6ab, ecaade2016_mrtz65, ecaade2015_28z5, acadia14_435aa, 0fbd, 464d, 1b27, 073f, 6d71, a760, e6f0, 96fe, 02b2, 4ad3, 6626, sigradi2014_335u7, 5dc4, 055e, 0674, 97a2, 9f58, 8dbe, adbc, edad, 56a0, 6548, ecaade2013r_009c6, c8f6, a09b, 1226, acadia16_432s25, ecaade2016_230u62, caadria2017_056a19, ec23, 9581, cfe5, sigradi2013_41i, a0ba, 4bb0, aca8, 810e, efcf, f5ca, 7a6e, caadria2017_163f40, d873, a729, 4e4e, a8b2, e87b, 8cf5, 3603, e31c, ecaade2016_130l36, ecaade2016_129b36, 6122, f311, 7042, sigradi2016_625e, ecaade2014_240u62, 510d, d675, 2254, 20b5, caadria2015_162x24, 8dee, 5d28, 0a26, ce94, 8879, 4c83, caa5, 8b35, ijac201614305b3, 0cf5, 0ddb, 5a67, 349e, f127, ecaade2014_038w9, 0e44, f319, 319d, 0f5a, ba75, acadia16_382r23, 4808, caadria2017_072b23, 9564, caadria2017_175a43, acadia14projects_339aw, 5c26, caadria2016_125t5, 71cd, 0435, ff6d, d6fa, 5ef6, 9430, ecaade2014_057h14, ecaade2016_129y35, 21a1, b8c5, 3034, 0fa9, 1b6b, 4ae4, 8d74, f0a0, sigradi2015_3.190n3, a079, 578c, f7a4, cfdb, 3da8, 0724, a1c5, sigradi2014_250o9, 1cf9, acadia16_62r4, f52f, db40, sigradi2016_484xx, a18d, 1a44, 700f, 5e9e, 7f2a, 91d1, d1b8, 28a1, sigradi2015_8.264m14, 5cc0, 0a43, ecaade2016_130u36, 738f, 2bc9, bc20, 4b21, 4dbf, ijac201412406j9, f4f9, 17fd, 199c, ecaade2013r_008s5, cb81, e5be, e9cc, d8fd, ecaade2014_217i55, 4f38, 6e61, 0923, ae4a, 1c11, 4e32, 3466, ee10, ecaade2015_170v35, f5b2, 6eb8, 8a31, 1d05, 7f11, f610, 7e69, 3c9a, 5cec, fcd2, 4c87, d236, e453, ijac201513205o8, e546, 9126, 329c, 597d, 6dcc, f3c8, 99d3, 8427, c8b5, 070d, c578, 8d2c, 1679, 994d, 5e33, a7f4, bd31, ecaade2016_163t45, 1f5b, 19ae, fa78, 5589, 9345, ebb0, f761, af00, 2395, 353b, 6639, 856f, d971, 5e38, 8428, beb8, 3b7e, be94, ba15, 6375, a3d7, 1e62, ac97, 3a8a, b37d, cf43, f59f, ecaade2013r_001f1, 221c, 1959, 8ce4, 073a, 6bb4, 0891, 935d, c7a9, ee45, acadia14_517r, 4329, b698, 2972, e88c, 7658, 0bd8, 8379, acadia14projects_177s, 51b8, df26, 843b, c293, 793c, 1aa6, 7352, 15a3, 44f2, 02ec, 7f23, 0de5, c1c4, 8380, 977b, 9235, 3797, 1b93, b92c, 3d47, ae49, c468, ab46, 7704, ecaade2015_248t56, c510, 0182, d054, a2e5, 52a5, ascaad2016_017d7, f8d6, 98b3, ce9d, e56e, b009, fd70, 6b44, 72d7, 739c, e4f9, ebcf, 7c09, b8de, 47a8, a7cb, 3042, 0b20, c628, e23b, db6b, 186e, ac79, 9710, d6ca, 71c1, f159, 7fb3, a104, 27b8, 22a6, 19f7, 2624, b66a, 6701, caadria2015_188u27, cd5c, sigradi2013_205, caadria2016_819s34, fd9e, 741b, 3671, db75, acadia14_479v, 257b, acadia14projects_453h, 7fdf, 1201, 98e9, 044e, 8ae0, 133a, a710, 7d09, d7a9, 8310, 15b5, ijac201614105e5, d18a, 4d87, afd8, 39f0, 11ad, ecaade2014_156i38, ecaade2016_170s48, 7b32, ecaade2016_074l21, 5597, a4ae, sigradi2014_178h5, d040, 13ce, 21a6, 7fb0, 5482, 1db9, 9884, b36c, 7927, e300, 96e8, 6146, a8dd, 8865, 96be, e336, sigradi2016_364oo, 4587, 50f7, 9d14, 9864, d66b, ecaade2016_068t17, acadia14_463v, e4f7, 81eb, 85fa, bd32, 392f, bd44, 8b4d, 49db, abf3, caadria2017_041m13, 52e6, 0ae4, c214, 14bf, ecaade2015_332v71, cce4, 450f, 4b84, 5b4f, e461, 886b, acadia16_12k2, 8e91, 6783, a4e4, 62ae, 1026, 06ae, c018, a4b7, bc2b, 7d2b, e154, 3c78, 7f36, b3ac, 19d6, acadia14_699e, cce3, 8339, 768a, caadria2016_819i34, f975, f079, 0f4d, 7592, c11b, fd03, acadia14projects_53r, ecaade2015_81v15, 179f, 65db, 0d19, 4da1, 5fee, acadia15_431v18, ijac201412301r5, eba7, 603e, ijac201614105c5, 263a, 38dd, ecaade2016_132l37, 0823, 9c3d, 3ce8, 6fc7, 7a93, 27f6, 2fb6, bee1, 8d01, f51b, 3cf4, 7982, cf7c, be47, 95ae, 9939, 270e, f4e6, ecaade2015_61v12, ecaade2014_196e51, ecaade2013r_012k7, b70a, e8b3, 6a2d, ec75, a51c, 8eac, 4108, 6dbb, 3c14, af6b, acadia14_365ai, 93bf, 98e4, 1f1f, 0b87, 5367, 1132, ac72, f525, 0075, ec76, 3640, ccae, d3ba, 6e5f, fa86, 44bf, d104, 67fc, d8eb, ijac201513206j9, ac04, 5eb8, 79a1, 71ca, ef44, 6ce2, 64a8, 5b3f, caadria2017_149k39, ecaade2015_92z18, ecaade2016_164g46, ascaad2016_045s18, 3e3c, 230e, 54cd, acadia15_357o15, c765, b6b3, 4bc8, ecaade2015_268w58, 2ee4, 902b, 0ae5, a381, 79c7, 55ae, ca7c, ab2a, ecaade2015_83j16, 9fcc, 238d, ecaade2014_052e13, ecaade2014_224s57, e469, 71ec, 1c1b, 4c59, 782e, cf29, 2cff, ecaade2015_302f66, sigradi2016_360r, 5f62, 1a6e, 4f4a, 12a3, 289a, a228, 5923, 809c, b901, 1e06, sigradi2015_4.219b7, 01d5, fb28, ddee, 6bf6, ecaade2016_136u38, 2df1, 2c16, 6432, 160f, 07f1, f0ea, e023, ecaade2014_186l47, 5f4d, 60ec, caadria2015_072s9, sigradi2016_595dd, 7f1b, 7656, 8595, 446a, d72c, 2080, acadia14_473al, 9309, 6d44, 03d7, 6833, 25b5, acadia14_167t, 62aa, ecaade2015_317k69, 2c25, a726, 3699, e5e0, 790f, sigradi2016_484zz, sigradi2015_4.219t6, 4d81, acadia14projects_463g, 50dc, 6367, cbef, ecaade2014_225g58, 453c, sigradi2015_11.34c24, 8ee8, acadia14projects_601ad, a319, d4b6, c573, ecaade2015_336w72, 7911, 2589, d463, acadia14_627ak, ecaade2015_320r70, 5981, f1b9, 65a9, caadria2015_069s8, ecaade2016_222y57, 2767, 71d8, bfac, ascaad2014_037l2, 2a4e, 0c2a, ascaad2014_004h2, ecaade2016_118m31, acadia14projects_199ar, 4565, 13e6, 3f7a, ijac201412207f5, 8efd, 76ed, f07e, c9c0, 2b80, ecaade2016_191b51, sigradi2014_345s9, caadria2015_004g1, e10b, cd65, caadria2015_206z29, 1a29, 5816, ecaade2016_104u28, 557b, aba7, a507, caadria2015_233e35, 463f, sigradi2016_778pp, 4b59, 7f5c, 6f35, d613, 8b6c, fd50, 815a, ascaad2014_013b7, e636, e9b4, acadia16_470n27, d243, 15cb, c95e, 941c, 69df, 06e3, 7d07, fb61, 3db7, d36c, 92f1, be40, 03f6, 581c, bb6f, e002, c429, df0d, 3189, 6a44, eddb, c16a, bbb5, acadia15_195x7, eb44, 5931, acadia14projects_699b, acadia14projects_135y, 105b, bcd6, acadia14_189aw, ijac201513102w1, caadria2017_163l40, acadia14projects_565o, 4167, caadria2017_072x22, 8641, 2d7a, 7bcc, f47a, a041, d0f4, 2975, a5c7, 8de2, d10a, 0ff8, caadria2016_819z34, sigradi2013_223n, 5a8b, ecaade2015_79g15, 499e, 5026, ascaad2014_035n1, 5638, 5240, 0ce7, 1c36, ijac201614206x10, 7ea4, 18c9, 092a, 0282, 1d24, ab07, sigradi2016_443vv, 9cfe, caadria2015_213s32, 34d2, e1e4, 583f, 6ce3, 424b, f892, 7160, fa3a, 49bf, b35f, f3c9, 7a1c, d69d, 5a71, 8af1, 4a50, ef4e, c0df, aa4f, c219, acadia15_123z4, bfab, 38df, bec9, 9a4b, 841d, 2d25, 85ba, f99c, 29ba, ecaade2015_269r59, 31fb, db83, 2d06, ac8a, 15f4, b750, 99af, 2d3f, 7797, 95ab, f142, 784c, ijac201412302c7, ecaade2014_024a7, d1d8, 9c5c, f925, acadia15_110e4, acadia14_23ab, 261f, bd7d, 6e62, 959b, ijac201412403m5, 0bdb, 3321, a20f, 6f23, 877a, 6460, 4635, 4612, acadia16_106n8, 658a, 2bc8, 06fa, d4e7, 8b63, d8d3, e743, 075d, 312b, ecaade2016_070r18, 2257, e2bf, a369, 75d9, b7be, acc7, 49a3, 122b, 898e, 7d4e, sigradi2013_407a, c1ff, d982, f57d, acadia14projects_463k, 988b, 7c79, 85e7, ecaade2014_224b57, 323f, be37, 6583, b717, 97eb, fdd5, ecaade2016_067b17, 7ff2, e902, 66d7, 7db0, 8e92, 68c9, 8bf6, aeae, acadia14projects_267p, 9d6b, f17d, ecdf, 2bb4, 88d2, 9b36, f46d, ecaade2015_37i7, caadria2016_167s7, 1b96, ijac201412301u6, c14a, b945, 7383, 5997, sigradi2016_544d, ecaade2016_210h54, 9348, 8b92, 8688, 14a4, b176, 13b6, 6fcc, caadria2015_070v8, 9bec, caadria2016_003k1, 809a, 0ae3, caadria2015_124a20, 53c5, 524f, sigradi2016_448y, bb76, f633, a1e8, 5da6, 1286, 5cc1, 998e, c8aa, e681, ec3a, a020, 48e9, f118, e6d7, a3f8, 8ead, 73ad, caadria2015_066c8, dda8, 200d, 84cf, 1176, sigradi2014_293x4, eae3, 62e9, 0ab6, 77be, ecaade2016_072s20, ecaade2016_154j42, 5d7f, ecaade2014_038x9, 0921, 593c, 42a7, caadria2017_003d2, cda0, c511, a3b5, 38b5, cdce, 941e, c160, b134, 9226, 3a2b, acadia14projects_167y, cede, ascaad2016_045b19, 0785, sigradi2016_369ww, sigradi2013_386p1, caadria2017_113p29, eb66, 896e, 9ccc, 29fe, acadia14projects_247s, 8e62, ecaade2016_210b54, 9250, eccb, sigradi2016_637u, d423, 05af, 36d9, 62d5, fc14, ba1a, b99a, 6232, 333d, 2db9, 9db8, caadria2017_003x1, sigradi2015_8.328p15, b940, f31d, caadria2017_015g5, sigradi2016_627h, b260, b20b, ca28, 142e, 3d09, sigradi2015_10.220e20, 5dcf, acf0, sigradi2016_408ee, ab7b, ijac201513206y8, 04f7, b6e4, 692a, sigradi2014_097k8, 3e85, 9d8f, ad93, 0bb3, e909, 356b, ascaad2014_012l6, 6edd, sigradi2013_275e, bf7c, 15c1, ijac201412206x4, 04bc, sigradi2016_409ff, ca4c, 5555, caadria2017_043b14, caadria2017_008z3, 2e36, 25f2, 6290, e7d6, 266f, 5f4f, 08d5, 721a, 89f9, f787, c3d6, 839a, dff7, da9d, 3b19, e654, ijac201513105c5, 7f44, 9b44, 7a15, acadia14_317s, 8581, 7d9f, d03c, 0901, ecaade2015_127v24, f971, sigradi2015_10.307x20, 51ba, f9d4, ascaad2016_007r3, b720, sigradi2016_815y, sigradi2016_625a, 629a, 7d75, 2144, 6ef7, 816f, b32e, 9adb, ijac201412306c3, 8228, 196c, 23ff, eed6, 4869, 8342, ecaade2014_157t38, f76e, 9be2, ecaade2016_016k4, acadia15_211x8, 5144, 0239, e5a0, 59c8, acadia16_34h3, 9afd, 4434, b886, bd1c, 3933, sigradi2015_sp_8.6i30, b58f, 2ff0, sigradi2016_490jj, 1c4a, ecaade2016_123k34, ascaad2014_028u7, 6a50, ijac201614202d8, fa40, caadria2016_105w4, 556f, ecaade2015_64t13, acadia15_185o7, b6bb, 1cd9, c589, d878, 9784, 9e79, 408c, ecaade2015_164t34, 2de8, 9112, ijac201513105r4, 38bc, ed16, a749, acadia16_98f7, 9d91, 9ed0, acadia14_135ac, 2e78, a978, sigradi2015_4.52l6, b97b, d598, 7f8e, d3dc, 5e52, 90f3, 837e, c972, b2f8, ijac201412303u7, 3637, 6da9, ecaade2015_178f38, 9cd5, c174, 5c7e, 7f16, ijac201412304y9, 29cb, 50ae, 431b, f1ca, 0d77, 3f72, 03c8, 46d1, ijac201412201d1, 80f4, 8057, ecaade2014_157u38, acadia15_513t22, f618, fb8d, 56b8, a1b6, b123, fa33, ad39, d181, 43f0, 63f9, 1ce2, 850a, 5847, 014b, 9376, acadia14_565w, b0a6, 7f25, ecaade2014_152j36, sigradi2015_10.378b23, f894, ddbd, 591b, d292, ascaad2016_054y21, b082, a1fb, 2e00, 7d83, 4d4a, cd02, 59f1, 0638, 2b5a, 7a63, 2ab7, 49e5, b8ba, fbf6, 50bb, 6135, c673, b8a5, b4af, ebf0, dab1, b155, 0a5e, 8029, 3f5a, c634, d571, caadria2015_213j33, 5712, caadria2016_861a37, 098b, 2e76, 4e65, 3e8b, acadia16_280c18, acadia15_483v21, sigradi2016_441oo, 91e6, 2bd8, c048, sigradi2015_11.165u25, sigradi2016_615x, sigradi2015_12.259y27, 240d, ee7c, 2c4e, acadia14_135aa, ca21, 5eae, da78, ijac201412402y4, ascaad2016_002m1, bb16, 4a6d, 2eec, 869a, sigradi2016_815nn, 103b, 6415, ecaade2014_072m18, f8eb, caadria2016_851r36, ecaade2016_043d12, f571, 2f19, 6b1a, 4d4f, d823, fab0, 2e45, sigradi2013_10f, d2ed, 9483, b01e, 7d2d, 8ac3, dd1a, 6159, 1eac, 605e, 4292, db3a, f236, 341e, ecaade2015_178i38, 6ec5, 0b5c, dae8, 452b, e4c0, 391a, 84bb, ccab, sigradi2014_345o9, e6a2, 85b1, ecaade2014_194v49, e3ed, ijac201614207h11, 132a, a0b1, ijac201614403i2, 2006, acadia16_478h28, 45eb, 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acadia14projects_609au, 143a, 96d7, a399, d680, ecaade2014_226e59, 3368, 9475, 1304, a91a, 49d8, b435, 5865, caadria2015_208w30, 6501, e830, 7a5b, 60e9, 671d, 3b77, caadria2017_147v38, acadia16_140t10, ecaade2015_48i8, 1650, b211, ijac201513105o4, 70e0, 3a49, 7e64, da30, 8534, d7bb, 9b2a, sigradi2015_6.151f8, bd81, b070, 7bdc, dbd7, 0d1c, bae3, c5ae, cba1, 8254, c544, 8260, bce0, 2d08, 9b2d, ad97, b693, 441a, 46a4, caadria2016_435s18, 7706, 021a, 432e, sigradi2014_041b3, f32c, sigradi2016_407z, 5e6d, 1842, cb41, d751, b59a, ded3, e77f, 2cbe, b561, 5c7c, d373, 6db6, e036, 56f5, 7e4f, b0ca, sigradi2016_484oo, ecaade2014_127o28, 3f85, af10, 90a6, a294, ecaade2015_302h66, 07a5, c971, 3852, 2c1c, 741e, f73c, eb90, e76e, 40d0, 0fb7, 63ea, 2dc5, ijac201412405v8, 5cfb, d009, ecaade2014_225k58, caadria2017_080g24, deb0, d1a9, caadria2016_445y18, ijac201412205d4, fa90, acadia14_189av, 2f51, 53ff, ecaade2014_042s10, a896, c6a7, ce61, 6724, 3e97, 7739, 05b3, 553a, dbd0, e6cd, c980, sigradi2016_732j, cdf5, 8e87, 4bb8, 1d49, caadria2016_405k17, fb26, ecaade2016_237b63, sigradi2013_111v, bb2a, 1080, 6020, 5fce, 2603, ef80, b9dd, 8088, ecaade2015_180l38, 58a4, 2a5e, 96b7, f4c9, ecaade2014_023i6, 4d5a, a49c, ijac201614305s3, 9ace, 8ea3, f669, c000, 3995, 4e80, a53d, 8b9f, 91f5, 8f4f, sigradi2013_194, c670, 7968, 8719, caadria2015_114s17, 3e16, 666d, 436d, cc35, 2481, ae08, 1eb3, 4e27, a5b9, 13a1, 0ed4, 80c9, d1b0, caadria2015_178z26, 3ede, 0224, 0195, a932, caadria2015_060t6, 9f30, 9170, acadia14projects_281u, 6ee1, 793d, acadia14projects_699o, f932, 456b, ascaad2016_041j16, 37d7, 7bbb, ecaade2014_011d2, c6ab, f905, ijac201513101c1, 1678, cc4a, f6da, 1f37, c58c, 06bf, 1478, a3a2, c285, 6a05, 1923, 0c58, db1b, 0163, 1579, 43c7, sigradi2013_386h, 9698, 8d1f, ecaade2016_182o49, 140e, d295, b7ca, 38c1, bf79, ecaade2015_207m46, f053, 36d8, 43dc, caadria2015_176n26, 0753, 3860, caadria2017_037c12, 9fcb, 9c98, 1642, 9eeb, 695d, ecaade2016_162f44, 1265, ecaade2014_168s41, 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