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 sigradi2015_8.289
authors Felippe, Alexandre Reis; Fonseca, Raphaela Walger da; Moraes, Letícia Niero; Pereira, Fernando O. Ruttkay
year 2015
title Parametric modeling for the simulation of daylight and thermo-energetic performance of buildings
source SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 1 - ISBN: 978-85-8039-135-0] Florianópolis, SC, Brasil 23-27 November 2015, pp. 398-404.
summary This study comprises the developing process of a parameterization algorithm in grasshopper forbuilding daylight and energy integrated simulation considering the main daylighting key-variables. DIVA for Grasshopper plugin was used to carry out the simulations in Radiance/Daysim and Energyplus. The algorithm enables several sample simulationswhile improvingprocess agility, providing a graphical output of the models andminimizing the possibility of human errors. Acase study considering three different samples simulation was proposed aiming to test the algorithm. Its resultswere used to evaluatethe sample size required to train an artificial neural network for modeling daylighting harvesting potential.
keywords Parametric Modeling, Daylight, Thermo-energetic, Grasshopper, DIVA
series SIGRADI
email alexandre@labcon.ufsc.br
full text file.pdf (1,845,011 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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0c45, 36fc, 92d9, 0567, ca56, 2627, 1dbe, 723d, 1a8b, c2ef, 30d0, acadia16_344s20, b4b3, bf7f, 708d, dd70, ijac201412401r3, 28a9, acadia14projects_177n, bba4, 108f, 239e, af90, b5ef, b0ad, 66b1, f19a, b84a, ecaade2016_223t58, 4fd5, 1d99, 5226, a4c5, caadria2017_054f18, f57e, 3663, b60d, d818, 9037, 5cd0, de4d, cbd2, caadria2015_010v1, 9d5e, ijac201614403b2, ascaad2014_029c8, d452, e7df, 9f43, 3944, c6c5, eebd, ecaade2014_018p4, 7022, ascaad2016_041p16, 8a5d, 4adf, ijac201412205r3, 1fea, 4525, caadria2015_139e23, 3159, 1ad4, ecaade2015_155y32, caadria2017_027o9, c766, 2601, 11af, c8a8, acadia14projects_339ar, 3819, c88e, c757, 843c, b8c9, 45b9, 254a, 0c5d, acadia16_402n24, 5034, e3fa, a083, a742, a360, caadria2017_030a11, d11c, 2d99, 62d1, 540c, ecaade2016_238r63, acadia14projects_627ay, 6d23, 6b4e, e6a9, 76f4, 097f, d5da, 76d7, 2a0e, e4c6, faa6, c5ff, 47e7, cd49, 41c8, 0547, 2874, caadria2015_139b23, 56b7, ijac201614105r5, 8ad3, bb21, 05ba, 4a1b, 518f, c09e, b4f6, ae6b, 686f, c76e, ecaade2015_202l44, 422f, d880, 9da4, c587, 6440, 5042, 9188, 42a6, sigradi2013_414d, d9c7, sigradi2015_9.347w17, 3bea, bdb5, 48f6, a764, sigradi2014_276u2, 2c2e, 8d36, ascaad2014_007a4, sigradi2014_137i2, 0c65, 57ef, ea23, dd26, 2e28, 47ee, caadria2015_014m2, b073, ijac201513203z6, e5ca, 4b7a, ad58, 73db, 6f75, 557b, 8e4a, 666f, acadia15_232m9, 7cc5, 3730, 6c1a, a934, dd73, 471a, 60a1, ecaade2015_248p56, 81f7, c1b1, db4a, f000, caadria2015_108r16, 08db, acadia14_117b, caadria2015_060t6, 3b30, 8a62, ced8, 8c21, 5429, c743, 5d41, f0ca, 2038, f44c, e3d8, c5ac, f2eb, sigradi2014_263w9, 29a7, d875, 43f3, 76e5, f84b, 3d44, caadria2015_081i12, 1998, sigradi2013_234e, 0d1e, 3910, 31e1, acadia16_34i3, 5867, 3f2c, af42, 289d, 4cef, 4028, 473d, ecaade2016_018c5, e0a8, d5c1, 767b, ecaade2015_129o25, 6d40, f282, 5301, e627, ijac201513303v11, 3d57, b0a4, acadia14_647at, 4b32, 618a, acadia14_63e, caadria2015_072r9, 7684, cea2, 1b9d, ecc5, be5f, cad9, sigradi2014_265l1, 0dc7, 8977, d947, 4e01, 25d6, 2bea, fd00, b4e9, 91f6, c9a1, 44d6, d4a8, 8ec0, 92f9, caadria2017_183h44, acadia14projects_497s, 0000, c66e, d873, 31e7, 31c0, 2f2d, sigradi2015_8.41s10, 7f8e, sigradi2015_10.309p21, 7dd9, 1350, 39a4, acadia14_135aa, ecaade2016_191b51, e767, f799, caadria2017_055m18, acadia15_311k12, 32d2, acadia14_23y, 92fc, 2cc1, 9aaa, 8325, c38b, caadria2017_016a7, 7c08, 0d7c, c512, 5a33, c1d5, 5776, 68ae, 43c7, dbb3, a29c, ecaade2014_016b4, e4da, e8ad, bbe8, 3144, sigradi2015_13.316z28, 795b, 01ca, 10d4, cab2, 3d5e, 06c7, bc82, ascaad2016_028u11, 5a21, caadria2016_693y29, 22d7, b989, 7aef, 7918, ecaade2014_167l40, bedc, a2e4, 1c78, 2dfd, fca1, 070a, 5ca4, b0be, 9a1d, ijac201412401g4, a4b5, 431c, 0f73, sigradi2013_226s, 2496, fc33, acadia14_153ay, ef0a, f7e2, 4cab, 1b45, 1de4, 0929, 1933, f9a8, 5f77, e60f, ecaade2014_145f33, eb3d, 37a0, edfc, ijac201513102v1, f70a, 54c8, ecaade2015_294l64, d93e, caadria2017_035u11, c1c9, e565, 8b21, acda, caadria2015_114m18, f5f3, 79d9, 2281, 3c94, 01f3, ecaade2016_075k22, ijac201614308r5, 1c2d, c2a5, sigradi2013_330d, bdef, b990, sigradi2013_305g, sigradi2015_11.34w23, b230, ca38, 9234, b82e, fe42, 9d3d, 31d6, e1da, e168, 1eee, b6b7, 59b4, 66c6, 4533, 98ad, d4aa, b32c, 4ca4, 8a8e, sigradi2013_222i, acadia15_251m10, d7d5, caadria2015_073t10, 32c4, 663d, 3df2, caadria2015_108p16, ecaade2015_130h26, 7056, 4783, ecaade2016_096n26, 2e50, e0db, 3538, 3d79, caadria2016_851a36, b95b, ce85, ed4e, sigradi2014_015b1, 2017, ecaade2014_214g54, f15c, 8387, 917e, e964, sigradi2014_041e3, 5779, f946, 71ce, ef33, 985a, 44ad, 93f0, 6e72, f771, 9c7b, 161d, sigradi2015_3.155l3, 6d02, acadia15_311g12, b4ac, a752, 6f4a, 6722, ef11, 685c, 952e, 588e, 500a, ijac201513104t3, e456, ecaade2015_253r57, eb20, fb40, ecaade2016_073u20, 081b, acadia15_284x11, 73d2, 81cd, 85c3, 3f3c, 2719, 2220, 1633, 6a29, 7399, 4f1a, 4919, 56aa, 321f, 94d3, d8e4, b826, fd7f, 751a, ijac201614309p6, e6de, b6fa, 03a7, e591, ffb3, 2366, 575f, 4cf2, f19c, a9c7, 0436, 83a7, f10d, a228, 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sigradi2014_128b1, 7a23, 9434, e82e, 3eee, 13e0, fcdf, ecaade2016_242l64, ecaade2014_163k40, 0fed, 866f, dd5c, f14f, caadria2017_118j31, 08b0, 24a4, 1482, 8006, b214, ba1d, acadia16_352s21, 1c82, 7af8, 9c44, 33ea, e083, 426f, b2e5, bdd7, ae14, b4b5, ecaade2015_297w64, 2a3c, eb1d, baff, c149, 8e7d, 8a21, ecaade2014_065b15, 9e0d, 6d8a, 4559, ijac201412402h5, 4a98, c80d, 33a6, 1794, aa0b, ijac201614208w13, 81d1, 5c10, 7bd6, 18c9, fccc, d53a, 61a3, ecaade2013r_002i2, eb23, 8ddc, bc1a, ad92, 4fce, 6d38, acadia16_488b29, 3667, bc3c, 378a, 0301, ec2a, a501, 8e65, 69b5, a444, af1a, 5796, cbcc, 00d6, da80, b38d, c700, 2d3a, 032e, c403, d068, 4af0, fe23, 0520, acadia14_463a, b71e, caadria2016_777z32, ecaade2014_214l54, 3e43, 6039, 2522, 89d1, 59f0, d2b6, 75d9, 0d72, acadia14_199ab, 43ef, ecaade2015_177b38, 2304, 7d1c, 354c, 9e53, 8d62, ijac201614201s6, efba, dfbe, 1d67, 417f, c235, 8f4c, a7c7, ce63, 4267, 667d, 0d5b, 3522, 9901, caadria2015_016l3, 8450, fbc6, c5cd, 6f87, 937a, 0f08, ce47, 1c73, 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ecaade2014_094h22, e9ca, ded4, ab93, 278e, db0d, 94c7, 7975, 4750, 4018, 7bbb, acadia14_43al, 52d8, 910d, 41b9, 0622, e5a1, 0d60, 8bd2, bc4f, ec32, a2ca, 8d9f, 8f49, ecaade2016_222b58, 373c, 2cbd, 1725, ecaade2015_253w57, e966, 7464, a9d2, 0e1b, ce99, 98a8, 6763, e6b0, ascaad2014_014k8, 7bf5, 21eb, c2fe, ijac201412301j6, f3fc, bcba, b61c, 21fa, 7c5e, caadria2017_003v1, 5e11, 9484, b5aa, 5c8b, ae76, 8870, 068c, 2577, accf, e46f, caadria2015_078m11, ecaade2015_127t24, ecaade2014_141h32, 88e0, 1256, 7e59, 0738, 6989, 391f, 96ab, de83, 16ba, ijac201513102n2, 2b44, 4cb7, 6b11, ea64, 70f9, efa0, caadria2016_395x16, cf80, f480, 2b34, 2aa4, be8f, ad08, b22b, 7115, 8f7e, 2032, 51a4, ecaade2016_150a41, cd0d, 0e13, 8e39, 8fde, 7284, 42a1, 6019, 1c38, 428e, d032, edae, 1598, d4ac, 6186, decc, ascaad2016_012v5, 0570, 7c0f, 7a2f, ffef, sigradi2015_10.7i18, caadria2015_054k6, ecaade2015_194a41, 733c, 63e7, 093a, d412, 8d57, ascaad2016_028w10, ecaade2015_127u24, a13c, 6fe6, 76cd, 57dc, 3df4, d450, 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8944, fd86, 4c10, add2, 3433, ba2b, 04e6, a9bd, ascaad2014_008b5, 6f6e, ebba, ecaade2014_218w55, sigradi2013_248c, e7d2, ijac201412204f3, 135c, 59a7, 34a9, 1e0d, 4820, abc7, 1335, sigradi2015_8.239a14, e967, ecaade2014_084v19, 5fab, 984d, acadia15_95m3, abb9, aaa9, cd95, 4ac5, a9e9, 0f3d, cae5, ec40, caadria2017_009s4, caadria2016_507l21, 66ca, c178, c06a, 8486, 20df, b100, 4fec, acadia14_145ae, c180, caadria2017_016o6, caadria2015_078g11, ce71, sigradi2013_194c, 68b4, a2d9, a933, 9fb2, caadria2016_673b29, 5acc, e0b0, e190, de3e, 399a, sigradi2014_181u5, 51bd, e16d, bbbf, eb64, 153a, 47cd, 3ed9, bdb0, 7979, 9c29, 3d65, 4795, acadia14_101ak, b527, 3880, ijac201513303z10, 0b83, caadria2015_194r28, fd9e, ad18, b105, ecaade2016_007i2, 1d36, d80d, 0c7f, fbd4, bcf0, ed83, dcd8, fb6b, 17e4, dae2, c0e4, 9c3d, ecaade2016_216e55, sigradi2015_8.186k13, 86c4, ebe2, 6aab, ffb7, 6622, 42c5, 43ae, be57, 295d, sigradi2015_8.289f15, 752f, bd96, c245, afa6, 5c1d, 35db, 83d8, f664, c9b7, d1a2, 0c69, ecaade2015_138d28, cd25, 934a, 59e3, ijac201614203v8, a1ad, 1cbf, c528, caadria2015_086f13, 2aac, f1c9, 8849, 1dbb, ecaade2014_052l12, 1e03, a3d1, 1b5c, 63a6, 5a90, ecaade2014_112f26, acadia14_589d, 73e7, e63c, 16cb, c2f6, caadria2016_851f36, 5e7f, 451f, c6d7, fe6f, 46b1, dceb, 911b, caadria2017_004i2, f4e1, 8ef4, ecaade2015_180l38, sigradi2013_326f, sigradi2013_212, d794, edfd, 7549, 2ea3, de9a, ascaad2016_033f13, 58e3, 77f9, 59d5, 14f8, ascaad2014_005s2, 434d, ed66, 46d4, ecaade2016_105e29, ac8d, b8c0, 33af, caadria2016_383o16, acadia14projects_531u, 1260, 51f8, 44fe, 6d1d, ascaad2016_058e23, 1241, 7ab8, b026, 768d, 5669, 4567, f7e9, c9c8, 77d1, sigradi2013_41i, f4ab, 1cb9, 3190, 15bd, 7b43, a1c5, acea, 1b26, e3fd, a384, 5bfe, d19f, caadria2015_145v23, e638, fd3d, 225c, 547d, c3c9, edee, 8487, ccef, ed45, 43fb, 5a8a, 1a8c, 8d8b, ecaade2015_81s15, 2a15, fff3, b12c, 0507, 20f9, d3d5, d0da, 87d1, 63f5, f0fd, 0d22, e4ce, 0352, 76c7, 6e22, 1b21, 8df2, acadia14projects_339aj, 098e, d8cf, 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9a25, 17d9, 5f5e, e566, ecaade2016_162d45, 682c, e738, 0005, eeb3, 362d, 35c6, d08f, ijac201412401c4, df8a, e733, sigradi2013_96u, 5caa, ecaade2014_196c51, f0f2, 5248, 831c, b3e9, 1cdd, 0049, 5aea, 0342, 690b, caadria2015_099r15, 9e54, 3f09, 9c9e, 70a5, be28, ee8b, acadia14projects_463ax, c36b, b822, 1d6b, 137e, 8e69, bb30, 7d55, 7a19, 8b1d, caadria2015_208p31, cfa7, ecaade2013r_001e1, ded2, f643, e107, e56f, 3922, ae39, ijac201412301p6, 2381, 58a4, e5f6, ijac201412403v6, 5e0a, 6261, aceb, acadia16_154m11, 05ce, 2cba, 9a9f, fbd3, 05d1, ee10, 9753, acadia14_435c, 63c5, a918, 0e1c, acadia15_284y11, a72a, 8b70, sigradi2014_345x8, f890, cb92, 6c03, 8a8a, a349, c69b, 28bc, c83a, ddb6, f28b, c353, 7363, c0db, 6a9c, 7ade, 7079, dbb7, a0ed, ijac201513202g6, ecaade2016_163m45, 38c1, ascaad2014_019v2, 81a8, b8ae, dffd, d501, ascaad2016_018r7, b54f, 7d7e, ecaade2016_011u2, a765, 4e43, eb0d, c4d9, 03ca, sigradi2014_250o9, fddf, 5196, 3ff4, caadria2015_142n23, 297a, acadia16_224o14, 11db, 03e9, 90d4, 6c70, acadia15_371m16, ecaade2015_17z2, 5e1e, 0a27, 86e4, 8bbd, c633, ijac201614207c12, c684, 6256, 2ed3, 1f7e, 4aa0, 2a9f, a265, bbc6, fbdf, 1073, acadia14projects_339an, c754, fbc5, 8e37, 94d6, 66ba, 10d6, e261, 420a, c14e, 46d0, d7ff, caadria2017_182z43, 547a, 3cb1, dc2d, 0a71, f141, dcbb, d865, de11, e05e, ecaade2015_233y52, de25, 6ce7, 49ad, 8bc8, 2e98, 9f3f, dda2, 8002, 29cb, 0b75, acadia16_362r22, b2bc, 2b53, 1e66, 02d5, 37b2, 81bf, ecaade2016_033e9, 10c3, 6c01, 3fd8, 4d25, a803, 7a25, 9466, b6e6, 67b5, 718a, 3f86, f848, a29f, ascaad2016_041f16, d46d, acadia14projects_347ah, a790, 3a77, 4009, 01be, 433c, 6773, 03f0, sigradi2013_54l, 22df, 76f9, 627d, 6c9c, 09fb, 60a4, aa68, ecaade2016_ws-foldingz68, d6c4, 9f54, 50c1, 2c6c, dfb6, acadia14projects_189a, 6cad, 19d8, ae10, 4fa7, 4169, c2f4, d872, 9362, b661, 8a41, acadia14_681af, 930b, e2c8, b2ac, 230e, 4ee8, 0b17, c095, b17f, 42a3, caadria2016_839n35, f45d, 8355, 57f5, 9c30, fc51, acadia15_343s14, fea0, 2c10, 9a45, 09ac, ecaade2016_167b48, d159, a172, f9c8, 7a72, d3c3, 514b, 4fc1, b668, 76da, ascaad2014_005z2, b107, 9be3, caadria2017_054g18, 8933, ae8b, ecaade2016_166j47, f513, 5931, 25cd, 6119, 3b5d, 1f5f, ijac201412205g4, 8592, e6cd, 586e, 7bb2, acadia16_432p25, e084, d9cc, sigradi2015_12.297l28, ecaade2015_79j15, acadia15_211t8, 79dd, cd06, ecaade2014_121o27, 5d61, 196a, 4020, d5dc, 3b7e, 7c66, af33, 5a83, 5d4f, caadria2016_497d21, 3649, b824, ecaade2013r_018j9, cc8c, 6c09, cda2, a2da, d9bd, b323, ecaade2015_100x19, 65fe, 104e, caadria2017_055l18, 6668, ffc4, ecaade2015_130k26, 45bf, 82cf, 6b37, 4673, e027, ed94, e097, e744, 7a73, acadia14_463t, dbf9, 6a72, ecaade2014_186a47, 8fd5, 5567, sigradi2013_429e, 63ac, eeaa, aa29, 6c88, af19, 2865, 1a04, 9f32, de7a, de89, ecaade2015_113o21, 56c8, eac8, e434, 2daa, ecaade2015_55t10, 51da, ecaade2016_198u52, fc8c, 20f5, ecaade2016_208r53, ecaade2016_111r30, c33c, a27b, d0c5, 220d, 16cc, caadria2015_130f22, e45d, fb3c, bf97, 675d, 25c9, dd53, 02b7, 80d4, 9fc1, 1472, f518, 55b2, c3a8, 73b4, 5165, d815, ecaade2015_325e71, ijac201614201w6, b955, 0979, 9b8f, ecaade2016_166l47, d812, 98a0, sigradi2013_268i, 61e7, d974, ijac201614207g12, 5253, e4f4, acadia14_43at, 718c, 52fc, f694, a8c1, ecaade2014_038b10, 180d, abfa, sigradi2014_345j9, a3be, e227, 0e92, caadria2016_549j23, cc4c, 4d72, aafc, 6ad6, 42bd, 91a3, 23ad, sigradi2015_6.151h8, 9ac0, 1ac5, e319, ecaade2014_224p56, a03f, 16c8, 116e, 0641, 41fa, bf92, d41c, acadia14projects_291ar, 6dde, 891a, 74c1, 616a, 8dd4, caadria2015_087p13, 6f99, caadria2017_118h31, ecaade2014_012r2, 09f1, ed02, 37de, 31c9, sigradi2015_11.136y24, ecaade2015_248l56, c3ab, 5395, 7a84, 7e31, sigradi2015_6.151d8, d07b, 8795, 9b72, 922f, 0eb0, ecaade2015_248i56, 8295, 7a81, acadia16_62t4, 00bb, 2f97, 457b, ae1f, 1ea7, a2f6, 6f10, 9230, 37e5, 7827, 4104, caadria2017_085w24, 30ad, 288f, caadria2017_105i28, 3ad6, ascaad2016_010c5, 1a68, b060, 80bf, ac69, 1547, sigradi2015_9.347p17, f959, 7782, 0f04, a61c, 4150, d53c, 90a3, caadria2017_041e13, 0d62, 66d6, a555, 2924, 049b, e41b, 35c1, ed38, 5b8b, 094e, 03c0, f9e1, ecaade2016_067i17, 2d82, c555, 865e, 090d, 6629, 23ab, ijac201614208m14, 26d0, f4c6, fc46, ecaade2015_114w21, 099c, c9bb, 218f, fed8, b849, 9091, 4e51, 1782, cc2e, e629, ijac201614301c1, 6638, 5fb6, ecaade2016_042n11, ca8c, 01a1, 8d2c, caadria2015_084e13, 7b1e, e148, 4e2e, sigradi2015_sp_3.85s29, 7c76, 95e6, 8824, 856f, fc16, ijac201412305g2, ijac201412403a7, 5b04, 2727, a64a, 532a, ecaade2015_284z61, 9ba8, e2e8, 2ab0, acc9, ijac201513205i8, 2fbc, sigradi2013_315a, ec03, ff19, ce14, b81c, ecaade2014_168h42, 9046, ecaade2015_122h24, caadria2017_028c10, a0b2, ece8, e42d, 3702, acadia14projects_435ai, ijac201412408k1, a2f0, 154e, 3d3b, 29a3, 57aa, 39ea, ff54, 6303, 6fda, da18, 543c, ab9c, d58e, 534d, afad, 90cc, 1d98, 15c1, be35, ascaad2014_013z6, d8c8, 99b5, 87b7, 5995, acadia14projects_579c, 14a7, ascaad2016_050x20, b393, 9b42, 52bc, sigradi2015_8.339z15, ecaade2015_317w68, 6576, f15a, ecaade2014_140k31, 3e61, caadria2015_016k3, caadria2015_206o30, b706, c1cc, 0e18, 10b6, 43ec, 3415, 875b, b234, 1710, 9d88, ae97, b756, cf27, f70c, d47f, 2d02, caadria2015_203h29, 4cc8, 63f9, 2265, 0ad0, 1b1b, 2b2a, 8847, 430b, 2ad9, ccd7, 7286, e416, c632, bed3, cce2, e9d8, 5a4d, f105, 674c, ijac201412408m2, 81ca, ecaade2015_127b25, 619c, 405a, b8a7, bde7, ecaade2014_173f43, 2f76, 8efa, 842b, 293e, 6518, acadia14projects_661b, caadria2017_190m45, 5f42, 3851, 2781, 2060, 34a7, 6b82, 989a, 57f2, adc3, 384e, 176b, df00, d1fc, 3c5d, acadia16_88n6, caadria2015_014z2, ijac201614203d9, 87c6, e4d5, acadia15_284t11, ascaad2016_004s2, 88e3, d6ab, 12e5, 44d5, 8c85, ijac201513206l9, ecaade2016_042c11, acadia14_43am, 2917, ecaade2014_180a45, ac8a, acadia15_451i19, 086c, 2763, 53a8, 8cab, 6547, b77d, 4d31, f05e, eb7a, 54c9, ecaade2013r_017a9, caadria2017_129b35, 106b, 2abc, 051f, 6660, f963, 12cb, d9e8, eaf1, 20a4, 124a, 0b79, caac, 7a02, a7a8, ecaade2016_027w7, 30f1, a750, acadia15_343b15, 5e71, acadia14_145o, dbba, bd5e, 0de1, 4a10, 2b75, ecaade2016_224u59, bc33, 1b9a, caadria2015_226o34, 1a08, 653d, 9970, 1331, f1c6, 3eeb, 8444, acadia14_311x, 4584, 033a, b914, 4c19, a576, bb04, 436f, ecaade2016_175l49, c694, caadria2016_343l15, ea2f, acadia16_78p5, 10da, 915a, 3b01, ecaade2014_149b35, 92ad, 24b5, ijac201614308b5, 1597, f937, 4f6f, 1e0e, 8043, be26, 7a4b, 9475, ijac201614201f7, ec8f, c936, 9f8d, a607, 461d, 07f7, 9fa4, caadria2017_123k32, 1024, 4342, f7b6, a3b1, b71f, bafe, 6a66, a6a2, 50ab, caadria2015_081j12, aa13, 0a62, 5ce0, d16f, ec2d, e559, 7a54, 1047, a09c, 5eaa, 8502, 6c02, 9d5c, e991, bc67, 9eb2, 512f, ffde, 2892, 63cd, bac4, 6e56, 2107, b939, c5a5, b32d, fff6, 1f89, 1453, 3b27, 9c61, 0009, 8f12, acd3, c740, d276, 83c6, ijac201412303d9, 77e6, acadia14projects_101ac, 8567, 8ce6, 1ae2, 1170, f6de, acadia16_318h19, cbbe, 69fb, caadria2017_058m20, ecaade2014_044u10, acadia16_62b4, ecaade2015_138c27, 611d, fee6, f73d, 46c1, c00f, 13dd, ecaade2015_317z68, a484, sigradi2014_048c5, 4c22, 079b, ecaade2015_64a13, f70b, 3921, 1de9, ecaade2015_193d40, 77ed, e8f4, 5978, 1821, 00cd, 4526, 6a62, 3020, 2608, 8be3, 1aa5, f577, d9a5, acadia14projects_53l, ascaad2014_019t2, 8841, 5630, ed2e, b06b, 88c4, b447, 3ccf, a967, 4a38, 114a, 9f23, 0aab, 408c, 7771, eef9, 4ff0, sigradi2015_11.8s23, adad, ecaade2016_tkov66, cbf9, b25c, 3254, 7009, 12a4, c383, 5da4, ab1d, c387, 81ba, 7f1d, 4f46, sigradi2015_12.297m28, 53fd, 7d2f, c59a, e3b8, 51e3, 79f2, ecaade2015_170i35, 3399, 71cb, acadia14_237ax, 32f3, 5b9b, 2463, f586, e5c1, 4532, 9ec3, 0a75, 69da, 6efa, 1fa0, af27, d20f, cec0, ijac201513305u12, ecaade2014_096a23, ecaade2014_177t44, 169a, da5a, 5f65, 748f, d75c, 09e7, 7545, 73be, 6093, dd8c, ecaade2015_83i16, caadria2017_142p37, sigradi2014_292s4, dbd7, 9b1e, d06c, caadria2015_188d28, 20ee, 5e58, 42fc, sigradi2013_303k, ecaade2014_180p45, 2e30, d25a, 49c2, 631a, ijac201614405e4, bca3, 36c6, 0da3, 6164, 7499, 7d31, 27e6, ascaad2014_013t6, 700b, ba19, 39f8, 0f92, 27ac, 5b3f, 8c92, 8222, ca89, 3c4e, caadria2016_135x5, c1cf, e7fd, e000, b480, 4bc2, b95f, ecaade2015_195n41, 598c, 9845, 46e3, 475b, sigradi2014_345z8, caadria2017_145f38, 9954, acadia14projects_589g, 4b80, aa74, 31d8, c849, 3a6f, a255, 32fc, caadria2015_004l1, 14be, ascaad2016_016v6, 4064, e04f, 806e, 79ef, 6f13, 27a5, ffa4, 715c, 53ec, 8c3a, ce8d, 289b, edd1, 01f6, d780, b933, 3e8b, af44, 948a, 47e1, 15ce, 718b, c2a0, 11c2, aec4, d917, 147b, 20c8, 8ce3, 5ddf, caadria2016_755l32, b30e, ijac201412303e8, 4192, 1bf8, 4bfa, ecaade2015_138k27, 178e, dfbb, a104, f3cc, 1ebb, 1c07, 4291, 9ffa, 6b2a, c356, 3a1e, a343, e077, 1ec6, f453, ec24, e4f5, 58f9, 1d87, caadria2015_016m3, 6fd9, 6850, a73b, ijac201614402o1, caadria2015_226c35, sigradi2015_8.239w13, 33e1, 4dd1, caadria2015_010w1, c238, 2afc, c88c, b1e6, 7a15, f3ff, 01de, 1c46, c301, 8467, 8a84, cf86, caadria2016_167p7, d4b6, 5e06, acadia14_117i, fd0f, fd8e, ecaade2014_237i61, cfe7, dce3, db12, 4c52, b408, c6a5, sigradi2013_407, d36f, 88a1, aba6, be1e, bf04, sigradi2015_sp_12.402v31, acadia14projects_177u, e9d9, 6972, 0616, ce22, ecaade2014_220e56, acadia14projects_247z, 2884, 8357, dc9a, 5d8e, 8264, ijac201614309l6, 4da9, bce8, 5fcc, ff0e, e7c5, ecaade2014_215e55, cd42, 9b2e, 729f, eb4b, ascaad2016_004h2, acadia14projects_199ab, a649, 3676, ecaade2014_113n26, 0814, 8cd5, ecaade2015_171p36, e9b1, f316, b000, fb65, df5c, 5c87, caadria2017_124w32, 490e, 2841, 3748, 4a1c, bbcc, 23b2, 1177, 5357, ecaade2015_303r66, 2637, 11fc, 3e44, 6da6, fa91, d78b, ecaade2015_21p3, 8ea4, e808, 6eee, b246, ecaade2014_153d37, 9042, 5ae3, 62d6, caadria2016_725j31, dfb5, ecc1, cd50, 8377, 09d2, 5fb7, 1aa8, d622, 7536, 7775, 41f2, c9b8, 6ff5, f67a, 6d77, e0d4, 75bc, f824, 513c, ijac201513105p4, ijac201412203y1, 76bf, 3268, a0f6, 8679, 8aa5, sigradi2014_330d7, bfb4, 8f1c, ecaade2015_83k16, 4f7c, 23fb, c06c, 8a3e, af0f, ecaade2014_029b8, caadria2016_135b6, ecaade2014_177u44, ecaade2014_072u17, df11, 0f5d, 3b2a, 401e, acadia14projects_237av, 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6135, 1be5, 4e19, eb31, acadia15_343o14, 5db4, c364, caadria2017_094t25, 6aa7, 7afe, 7440, 3762, 6262, cb93, 2c28, 3f41, ab63, d1c8, 8a3d, b30f, caadria2015_049f6, 6da8, 2048, dd1e, ecaade2016_106m29, ecaade2016_025b7, 5b11, 375f, fa54, 9b69, 9904, e3ba, b455, ascaad2014_004o2, 0945, c552, ascaad2014_017c1, 3e77, f207, 1d4e, 686e, caadria2016_507f21, 7656, 086e, acadia16_72h5, caadria2016_745y31, 3fce, 411a, bbe2, ijac201513105e4, eba2, a62e, a497, cbd9, sigradi2014_239f9, ecaade2015_21g4, ecaade2015_228a51, aca3, acadia14projects_237az, 1135, 18d4, a193, ecaade2016_033c9, 3337, 37ed, b367, fe86, 3007, cd12, cd20, 21ae, b383, caadria2015_213t32, acadia14projects_691as, 1cbe, 9233, sigradi2013_208l, 8c6c, 4364, 22d4, ecaade2015_215f47, 62dd, 6235, 9554, acadia14projects_115al, 40a7, fc07, sigradi2014_123v9, d544, c101, 648f, c85a, ecaade2015_87y17, 9708, 6d43, 5351, afd1, caadria2017_155p39, 4fe3, ecaade2014_015k3, ijac201412304w9, d29d, 4550, ab39, a634, 29bd, sigradi2013_244j, caadria2016_229r10, 53e4, 5ab8, 9dd8, 8440, 8397, 3872, 9c51, eafa, eb14, c081, aa55, ecaade2015_301n65, 109c, caadria2017_109w28, ecaade2014_159n39, 164a, 1481, c23b, 82da, cf42, c67b, f83e, 4f40, caadria2015_087c14, 6b96, 0887, 419e, ijac201614402a2, 366e, d16a, 75a1, 89a8, acadia14projects_177r, 4791, 7221, 3713, 6636, bb8e, 2066, f052, acadia16_344m21, e576, cced, 9303, f73a, deca, 9314, 4cc1, f5ea, 1182, c438, 3012, 3612, 73f6, 3e5d, 5cce, ae05, sigradi2015_9.152a17, 167d, 8407, 0e58, 331e, caadria2017_046n14, 9d2a, 1899, adb4, cc7b, ijac201614102m2, ed23, ebd4, 9791, 2407, 99a3, acadia16_106v7, 2fde, 390c, a1a5, ijac201513206j9, sigradi2014_123t9, acadia15_95k3, ascaad2014_014a8, 8932, c7f9, cc68, 7a9c, 72bd, caadria2015_164i25, a7ca, af37, 6146, 5a87, 6911, dc38, ascaad2016_007u3, 0033, 6661, 4cad, 2306, acadia16_362n22, ecaade2016_025e7, 4859, 5c3a, ecaade2016_102s27, bcbf, 848b, 3b41, 9a51, e125, acadia16_234g15, ascaad2016_001f1, 06db, efaa, 53d7, 88e7, 4fb9, caadria2017_016d6, caadria2016_321l14, c3f1, 4f93, acadia14_463e, a0c4, 4269, 5102, 3080, acadia16_244z15, ecaade2016_108w29, 3688, 80a9, ecaade2014_168f42, caadria2015_090v14, 9d72, db07, 5e24, 7021, ecaade2013r_009c6, e98a, sigradi2015_4.219g7, bfac, sigradi2013_112a, 70f5, 1d92, 9764, faca, 6bc7, 5cc3, 78d9, fbfd, dad8, 6c49, 7bfd, f1ae, 3967, 02c8, db0f, fee4, 8d85, ijac201513205c8, ad06, d349, ecaade2014_067a16, b5f0, 45cf, 35e4, b1f2, e9b8, d453, acadia14projects_153az, 1deb, 6765, b0fa, 3cf8, ijac201614208r12, d8e3, 8b63, cd16, 52f7, 70df, 8299, adcc, 738f, 1879, 043e, 62ce, 3f67, 6388, acadia14_267j, fbcc, caadria2015_049e6, caadria2017_094a26, ecaade2016_065c16, 8764, ascaad2014_014x7, 439c, a79f, 499a, 260c, ecaade2015_138d29, 79ae, 6a78, 3f5a, 766c, dc81, 51f6, 1fe7, caadria2016_187z8, 3635, 3215, eaad, 8c29, 9171, 888c, e315, 7000, fc45, b36e, effe, a1d3, 5756, e290, acadia14projects_33ah, b98b, 9267, 3a00, ascaad2014_033w9, ad64, 3da6, 2174, cebe, 1761, c6ae, 95a0, 380b, 628f, da17, 4202, 1b61, a54b, 39ed, 86b1, 02ae, ebc2, beaa, 06e9, 55e7, 5fea, sigradi2015_3.268e5, 1624, 7831, 998e, 1b59, caadria2016_013a2, ecaade2014_100k23, a839, 0390, c6c1, 1def, sigradi2015_8.47m11, bdd6, 6342, 45c4, bfa6, 5df0, 7fad, 05f3, 401b, 002a, b953, 38ff, 44a6, abee, db02, 12ca, 7e86, sigradi2015_2.213w1, ecaade2015_114l22, 38f2, d615, caadria2017_056n19, 17f3, 8abf, 846a, e45b, ecaade2015_327h71, a203, 8c31, ee81, 3fe5, 53ba, 09d0, eba9, ecaade2016_002d1, ecaade2014_111w24, 465b, 0397, d8e9, ecaade2014_132f29, 82c3, 5151, dc79, 25ae, 040c, 2007, 5e90, caadria2016_301o13, b76b, 4f1d, adf6, ecaade2015_185o39, 4a50, ecaade2016_239b64, 172c, b042, cb20, e388, 9570, 7fa4, 9030, 4ce9, 6092, acadia16_470r27, 64d8, a3d6, 1223, caadria2017_056i19, 2a7e, a5ee, ef6c, ea2d, 3032, 1ee9, b48f, 43be, 0ce3, 035c, ijac201614206a11, ecaade2016_055h14, c44c, 68f0, 4e39, e306, fd38, c2df, eb61, 2b5f, 8d89, 0d2e, sigradi2014_263i1, acadia16_98g7, ascaad2016_052f21, 9625, c660, b1fa, aa84, 1776, 97c6, caadria2015_087l14, da89, caadria2017_042t13, fbe1, 72b9, 5a23, 3941, 4c3b, 613b, 29fc, c303, 001e, c6db, a459, 15f2, 3334, ecaade2015_138b29, 11c9, sigradi2013_397i, 5e67, b4d4, 2cb6, 51f3, sigradi2014_128w9, 9efe, dae4, 6408, 5c8e, 0c30, sigradi2013_342o, e9bb, 1ec8, sigradi2015_sp_11.303r31, 3a33, ecaade2015_334u72, ascaad2016_040y15, acadia14_479au, 7f7b, caadria2017_118t30, 5217, c46a, 0d49, 1891, 79eb, 1be2, a887, 1bf3, d27a, cc1a, 246e, ijac201614302j1, b3e0, caadria2016_055o3, 1bc7, sigradi2015_6.42x7, a485, f287, 7811, 3315, 1e8e, 2033, ec44, 6ddb, 79a9, 7204, sigradi2013_407b, 4657, 527b, 27e0, 41b5, 4adc, c6bb, cca1, c5ec, 1530, 6125, 68f4, 8bd1, caadria2017_056z18, c449, 41f9, 676e, 7893, 8088, 0da2, 3670, e0ad, 6225, acadia16_116y8, 20e6, ddc0, 4a8c, a732, 910c, caadria2017_027l9, 883d, d1e7, 07a7, 31ab, 7c74, c5fe, 080a, e022, 73da, 0e6a, 0c71, d134, ff86, 5107, f4ea, 14b1, 2283, d731, acadia16_478x27, b6b4, 76e2, 6f7b, 228e, sigradi2014_347o10, 3350, caadria2016_311e14, 7c8c, 528e, 11e7, 2dad, a7c2, acadia14_101o, ascaad2014_014o7, 7ab3, a103, 4f29, 56cc, 4b5a, 9c2c, acadia14projects_719g, 7553, caadria2015_208s31, 9cdf, 760b, 98e4, a9e3, ffba, aaa7, 8cdd, 2bc6, caadria2017_142h37, 0b61, fcf1, 0838, c199, cc28, ecaade2014_095u22, 6cc3, sigradi2014_132y1, caadria2016_529r22, ecaade2014_021u5, c409, 3440, 02a5, 62de, ecf2, ecaade2015_196t41, f3d1, sigradi2013_117m, 7ec2, 633c, 979c, 3aca, acadia14_365af, 138c, ecaade2014_168z41, 4ccf, 7146, ijac201513302o10, 4463, ecaade2016_216y54, 5dac, 9ece, sigradi2014_157a4, 5441, 9571, 69ea, b1b7, 8930, c2ea, adcd, sigradi2014_082v7, 193e, 4da6, ecaade2014_019g5, 2b8b, 73c0, 4f75, 88ec, 9bf0, fc41, 9127, 828d, 9fbc, a038, d18e, 74fb, ecaade2014_111r25, 01c6, 5542, 9a33, 0c48, eba4, 2c05, 1822, 370d, abab, acadia14projects_81k, 8620, 21e8, 85ce, 1689, 5948, 5e34, 253e, e088, 3cc9, 1bd5, ijac201412206a5, 866d, 57c5, 6211, 7cf3, 34e9, b202, 4fc3, acadia14projects_339at, db20, 4cfc, 139c, a4bd, 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ecaade2016_193v51, ascaad2016_038b15, 268f, caadria2016_167r7, 52ec, cc0d, b624, ijac201412205d4, b9b0, 7b26, fcdc, 90cf, acadia14_111l, ijac201614408h5, 1ace, d86c, 9f85, e417, ascaad2014_029z7, 7414, 8432, a87a, 7c4e, ijac201412403i7, f08d, 8963, fed5, 5000, 4d8a, acadia14_189a, 8684, 0233, 55ad, ecaade2016_043y11, 7a52, 447e, 3a1a, c918, 8def, 004d, 36e6, 04df, 6267, b516, 5cb3, caadria2016_819j34, 59cd, 33d1, sigradi2014_178n5, 41dc, 26a6, 74f8, 3841, 381c, acadia14_435aw, 24dd, 62e1, a35c, 7c81, 7509, 5b43, 7bd4, ijac201513201o5, b44e, ea49, 7f4c, 22e3, ecaade2016_170o48, a785, 0d58, 9a98, 1063, 5145, 2f5e, b2d5, cf75, caadria2015_066c8, caadria2015_096o15, 096a, ecaade2014_204z52, ecaade2015_176x37, cda8, 7295, 0461, 8e13, ecaade2014_072e18, afaf, c43f, 7226, d71d, 768f, dd86, ascaad2016_031o12, 1a84, ac7c, 69d6, f9e8, 64d7, 28d6, f8b3, 78db, d3eb, 1ec9, f37c, 64f5, 7473, ecaade2015_286e63, ecaade2015_173j37, e5f5, 53c3, 61c2, c6d6, acadia16_8d1, 7fa7, a3d9, 8b10, 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9bd9, be83, 9661, ecaade2016_111m30, 1265, 8e49, caadria2016_797r33, e06c, 8196, sigradi2013_414z, 3c1b, 3494, 3964, f7ce, 5ce8, cb69, ad81, 8b30, 437b, 0d3c, 45c8, 49e5, 3f47, 1c01, 788c, 3bab, caadria2016_373f16, ecaade2016_127x34, 0b5c, 3bcc, 38e4, acadia14projects_347as, 55f5, 368d, 3a32, b281, 6a2a, fb5b, 22ed, aec3, sigradi2014_345i8, 12d0, 96d6, cdc2, ijac201412404v7, b110, c260, 2769, 69e9, 8e83, ce57, 8ef1, d8b7, 0d61, c0a6, ecaade2014_153l36, c5b3, acadia15_333v13, 423c, acadia16_140v10, daf7, ijac201614105u5, 46e6, 8fa1, 2c9a, 284b, 13d7, 5a1b, cc5d, ffff, 3021, 74a8, c523, fd05, af68, c8f1, 82d1, 3c41, 22ba, ad10, c905, 3102, adb8, 4f6e, 6ecf, b2a4, 6947, b49d, 0854, ca6c, 8c86, 2cb5, ecaade2014_180o45, ed2c, bd5a, ecaade2015_317e69, ffd6, cec6, acadia14_219ay, b418, 1b53, 5f00, 3a93, 4df7, 85df, 65a4, 0821, acadia14_627d, 1695, daea, 0981, 33d0, aecf, 7eb3, ecaade2014_111u25, caadria2017_122t31, 045d, 2e69, 2a88, d5b3, cbf7, ijac201412404g8, acadia14_91s, d343, ascaad2014_007x3, f31d, e0ca, c2ba, ascaad2014_008a5, ac41, 158d, caadria2017_041i13, ee1c, 0aa8, 7ed2, 6dbc, ecaade2016_197c52, f111, 2b9e, ecaade2016_105c29, b6d6, caadria2015_209w31, b802, d871, 3e4a, 9911, sigradi2013_429f, e5fb, 329a, 9aa3, 0f67, ea36, ecaade2014_194e50, f9b0, e5e7, 4a4c, ecaade2013r_003e3, 32eb, c745, ecaade2016_006l1, 86f7, 66f1, 7ca0, acadia14projects_281v, ecaade2014_052c13, d659, ce88, acadia14_301i, 729a, 985f, c473, 9794, 3bc5, ecaade2015_284n61, 8f6b, 16ca, 8fbd, f896, 708f, 68f5, 8040, f0a6, 71cc, 4548, d638, 0fd1, e573, ecaade2015_148p31, sigradi2013_244h, caadria2015_203e29, 72cb, 06c0, a017, a20c, b597, 5f29, 28af, 728e, a99d, 62a4, ijac201614207m11, b499, 866b, d5bc, 947a, 5d60, 280d, af12, ecaade2016_ws-intelligentx68, caadria2015_126l20, 997e, 645d, c7c6, 2e7c, c417, 409e, ecaade2014_016f4, 0b13, 3210, caee, 03f4, d1d0, 70e9, 54b3, 052c, a361, e520, ecaade2015_35x6, 22da, 8153, acde, 2de8, 2105, 0cbd, 371c, 55f0, 81eb, c96d, 83d1, 2649, 8d88, 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