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 ecaade2014_224
authors Mohammad Rahmani Asl, Michael Bergin, Adam Menter and Wei Yan
year 2014
title BIM-based Parametric Building Energy Performance Multi-Objective Optimization
source Thompson, Emine Mine (ed.), Fusion - Proceedings of the 32nd eCAADe Conference - Volume 2, Department of Architecture and Built Environment, Faculty of Engineering and Environment, Newcastle upon Tyne, England, UK, 10-12 September 2014, pp. 455-464
wos WOS:000361385100048
summary Building energy performance assessments are complex multi-criteria problems. Appropriate tools that can help designers explore design alternatives and assess the energy performance for choosing the most appropriate alternative are in high demand. In this paper, we present a newly developed integrated parametric Building Information Modeling (BIM)-based system to interact with cloud-based whole building energy performance simulation and daylighting tools to optimize building energy performance using a Multi-Objective Optimization (MOO) algorithm. This system enables designers to explore design alternatives using a visual programming interface, while assessing the energy performance of the design models to search for the most appropriate design. A case study of minimizing the energy use while maximizing the appropriate daylighting level of a residential building is provided to showcase the utility of the system and its workflow.
keywords Building energy performance analysis; building information model (bim); parametric modelling; parametric energy simulation; multi-objective optimization
series eCAADe
email mrah@tamu.edu
full text file.pdf (297,491 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_163k40, 7f72, 5ab4, caadria2016_125p5, 6226, c27d, acadia14_267n, 28d3, ecaade2014_218p55, 1725, caadria2015_099t15, 3117, daba, 579c, 2284, ijac201412301u6, 2215, 6608, efdd, de20, 0425, bffd, acadia14projects_463at, d404, b3d4, 93ea, 48c9, 0ed3, 8725, acadia17_473xx, 6370, ecaade2016_ws-afuturek67, cd5d, 4676, f94f, c184, ecaade2016_152x41, 950d, 3158, a313, 63b7, caadria2017_174o42, ecaade2016_222u57, 749e, ba42, f89a, af4d, 89ae, 9b85, ecaade2016_083e24, 2e84, caadria2017_057s19, c5a1, 6266, c75a, 9f9d, 6591, ac5b, 0dc3, sigradi2014_192o6, 899f, 4244, ecaade2015_37h7, 4c52, 3ed2, 5784, acadia14projects_699k, ijac201614102v1, acadia14_247u, 89af, 3471, ascaad2014_013t6, 7d76, e400, ecaade2017_148uu, 7119, 76ea, 3426, 4111, 7059, 8412, 18dc, 1dea, 80ab, 09f6, 20f3, 25c6, 8be9, 5dee, ac1d, a1d1, 00a7, ecaade2017_255p, 695e, 7461, b858, d78e, ijac201614201b7, 3c59, 6997, e116, 9d0c, ascaad2016_039u15, ascaad2014_005t3, 9c50, 228f, ecaade2017_052ll, 0d21, 74ff, 69c4, 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5a57, 2b0f, ea88, ecaade2015_38p7, dacc, ed08, acadia17_520k, 7307, a4df, 8ace, 8127, 061f, a54e, b554, 1b0f, acadia17_512z, ecaade2016_217d56, 9295, 90cd, 7b2f, ijac201412402l5, 985b, 8b1c, caadria2015_226j34, 73fa, 4210, 2a4f, 26be, e644, 7aa6, c470, acadia15_311i12, 3133, sigradi2013_342r, 9a67, 5e16, c6f0, 8977, ijac201614407y4, ecaade2013r_003e3, ecaade2017_173tt, caadria2016_197m9, b053, 19d0, acadia14_555i, fc07, b4ce, ijac201614103r3, 4ea1, c248, ijac201715102z, 2b4d, da6b, a098, 4e6e, c094, 86de, e2af, acadia17_650g, cded, 8de3, 9587, sigradi2013_167, f539, bd36, ecaade2016_224y59, c5f9, sigradi2013_100c, d3c8, d663, 47e6, ecaade2017_046f, 2621, 181c, b620, 3060, ecaade2015_180e39, d5e9, e5a8, ascaad2016_022j9, 6114, a21d, 4238, acadia14_237ay, c5f3, 7733, 9bb1, 1dab, f50e, ecaade2017_023aa, acadia15_451b20, 928e, 0886, 47a3, 65ac, 5347, sigradi2015_11.196k26, b03d, 5a01, c99e, dfc0, 8644, 39ae, 9145, acadia17_542rr, 1e42, 76f6, caadria2017_046n14, 9be9, adec, 0ea3, ijac201412206t4, 4911, ba41, acadia17_501nn, a2fe, 5ad8, acadia14projects_281ad, sigradi2014_345g8, 0f85, 49d9, 1fe4, 235e, d8f2, 6092, ecaade2015_83m16, aee5, caadria2016_013e2, aa90, 7313, f784, e3bc, 2724, 888e, 15f3, sigradi2015_8.47n11, acadia14_531m, 2ba0, 53a3, 9ff7, acadia16_478w27, 507d, acadia14_555l, fd06, f5f8, acadia17_598d, ijac201715203g, ecaade2015_17n2, 5dc3, ef27, 31ab, 7790, 65db, caadria2015_145u23, 74f6, ecaade2017_248uu, 1d31, acadia14projects_177w, 9d02, de7f, 256d, a091, af97, 3d4f, 58aa, 0e8f, 3bc8, 4033, 410b, e0fe, ecaade2017_288aa, 9c76, 9d80, 0d19, ded2, caadria2015_122m19, cfb4, 484e, 7ca7, a98d, 8ae0, fb8b, 4634, acadia17_464zz, 56c7, a9e6, caadria2015_086o13, c5b9, af74, c504, ijac201412404s7, 95e8, 09c6, acadia17_678tt, acadia15_161c6, cc18, f6a4, bfae, 679c, b0a6, 2be9, ed82, 91eb, 68ad, 9872, acadia14projects_719m, sigradi2013_64a, 5637, 3c9e, fd83, ecaade2017_169nn, 2ffb, ca76, 44ba, ijac201412408a2, 65be, ecaade2016_154e42, ecaade2015_269p59, 4f6b, 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c9c5, bae1, ecaade2016_062h15, sigradi2016_448cc, ecaade2016_095i26, 702e, 222c, sigradi2015_8.163d12, 63de, acadia14projects_153an, ecaade2015_122g24, sigradi2015_11.222v26, 2089, 6594, 60df, 6788, e076, ecaade2016_136s38, 4e25, d751, c9ab, c58f, ecaade2016_037a10, 9b4c, b8fc, b2d0, e02a, cee6, dcb4, edf6, 3ef3, 0ff1, 9272, acadia16_12m1, 8e55, sigradi2013_337h, ecaade2017_198k, 9353, ecaade2017_170qq, 3eb2, 4e01, b747, a284, 3c89, 2f31, ijac201513304a12, 3ef0, 299c, cf4c, 649f, ecaade2014_195v50, 44e7, ecaade2015_180u38, 14be, 1c1c, ecaade2016_166c47, e3d4, 4a85, e7d5, ijac201412408u2, c726, edf9, caadria2016_683n29, 9c38, d147, ijac201715101h, 30c6, 7cfd, 27e7, ecaade2015_317p68, 2196, 1973, 3757, be93, 8c5a, 6e10, 953b, acadia17_618nn, c4d1, 384b, ascaad2014_011y5, 941b, 8151, ecaade2016_102w27, cf2d, sigradi2013_74, 45db, 1e82, ecaade2016_087u24, 20bf, b3d1, a63b, 7645, 6fb6, 488e, ijac201715103f, 27c1, 2925, 6ea9, ecaade2016_023k6, 2c8e, de8a, 8e1a, 3563, 0608, 2aa8, 67d1, 7708, 98c5, 2e10, 63db, 0fc2, acadia17_163kk, acadia14_311t, sigradi2015_sp_10.16e31, ascaad2016_015n6, 9d5d, acadia14projects_699f, 7d83, 98fe, 9495, 5d20, 80a6, 6df9, acadia16_184x12, dcc2, d041, ef36, b98a, 035a, sigradi2015_sp_11.303r31, caadria2016_353t15, be3a, 435e, 9fff, edb6, 0688, 47ad, acadia16_478n28, 80a0, 89bf, 938d, 483d, caadria2016_311c14, ecaade2014_156e38, d77a, 27ff, ddea, aabc, 03d6, 28f4, 2a89, bbbb, ec8f, acadia17_590rr, b029, c830, 24d3, 3e10, ecaade2015_103m20, eb91, ecaade2016_075k22, f925, 8342, 59f5, d78f, caadria2017_134x35, a6f7, 0cfa, eda0, acadia14projects_637ah, 6632, 2f48, a7ce, caadria2015_002d1, ca29, e125, a6b2, d006, 7403, 5911, ec26, dbc5, eeda, caadria2015_014o2, 527c, 3211, acadia16_54v3, 16e8, d80f, 350f, eca1, 4f91, 9d8f, 4d7b, 1bc8, 26a5, fbd2, 9845, 001a, 0f03, 5e33, 1011, 6b24, ecaade2014_111m25, caadria2016_601p25, af15, 2c54, 3464, daad, 8463, acadia14_291at, 1386, ecaade2017_032l, acadia14_281t, ac7b, ecaade2016_006a2, sigradi2016_564ii, acadia14projects_79y, 7c7a, 59da, a1a8, acadia17_669u, df0b, b0b9, ecaade2016_198s52, 3c8e, 2148, 54ec, 99d7, bc77, ecaade2015_194y40, a5d2, 66f5, ecaade2016_162e44, ce20, bd0b, 50bc, f529, acadia17_307jj, a672, 8174, 2c4a, acadia17_590b, f6b5, ecaade2017_257tt, 82e3, a5eb, ijac201412403l7, 3242, aac1, 5578, 79c5, 6f63, 9f8d, 940c, f296, 5942, 1b4b, a226, 29b6, d29a, 3541, a150, 2b12, 4609, 9f6b, aa24, 261b, b6ce, 2fa7, 7714, e103, b62d, acadia15_431p18, 7156, sigradi2014_097l8, 9f05, sigradi2015_10.138z18, 5d81, bd63, b056, acadia17_648n, 7d6b, 5189, b094, ecaade2016_190u50, 319f, 2f93, 8afc, 70b0, 8516, ef30, sigradi2015_3.65p2, 6024, acadia14projects_389aw, 1f52, 3dd3, 628e, 7ad5, 33d7, sigradi2015_10.307x20, c8c0, 4041, 3e06, 781c, b4a5, ecaade2016_bkon65, 94e9, 37d9, ecaade2014_155v37, ff5d, ecaade2016_078f23, acadia14_473as, 8b18, acadia17_678zz, 08fe, 1853, 6038, b18c, 90de, 1ce5, 7465, c296, ecaade2017_277cc, ecaade2017_169ii, sigradi2014_074j6, 89e8, ecaade2015_286c63, 2cce, f132, dc89, d165, 84a5, 60b9, 56fa, dbb0, 8013, 21c3, 6f5a, sigradi2014_140n2, acadia16_308u18, 346f, 7af4, e4a1, 21ef, 8972, ijac201715202tt, c6ff, a34d, ee04, acadia15_513t22, 4d07, 07bd, 4828, 51cf, 295c, 0594, fab2, ecaade2015_202e44, 6807, cee3, ad71, ijac201412408j2, acadia14projects_101n, caadria2016_569c24, f39e, 4d4e, 9d89, 6da2, 57fb, cd07, sigradi2015_8.47k11, ecaade2015_114m22, 79cb, 723e, sigradi2015_10.309t21, bf65, 3bba, acadia14projects_435al, ascaad2016_016s6, c2f7, 4f97, ecaade2014_153z36, acadia16_116v8, ecaade2017_029ff, 4c29, beb5, 7554, e41e, 9b5a, f4e7, e7ed, 4dd8, ecaade2015_297f65, 2675, 8ca3, cc69, 39b9, e88c, 8f21, c9e0, 4ce2, sigradi2014_042o3, 4573, 3fd5, 0038, acadia14_75b, 52c8, a56d, fb6e, acadia14_463l, cb19, 4391, 0533, 9f43, 9361, c47f, acadia14_229f, 714e, e252, b0ba, f5ab, 079d, 7919, 7359, 6077, ecaade2015_278n60, acadia15_263z10, 89f0, a4da, 3dbe, 9602, 9ed1, sigradi2014_074u6, 373c, caadria2016_517g22, 47c2, 7277, sigradi2014_084d8, fc9f, 952e, 75e4, fcf8, c7ef, 50e3, 36da, ecaade2017_172o, efb7, 9d14, 3c5f, 1156, 414d, 8855, sigradi2013_117n, 76ad, 9576, d477, fcce, f420, 4811, 132e, ecaade2015_86o17, ijac201412405x8, 0794, c18d, 7cd2, 319a, 4ab6, ecaade2015_324v70, acadia14_311v, 7e89, 26e7, ecaade2015_38l7, sigradi2016_558p, 032e, 1e6d, 5221, 8dcf, c869, 35b2, bf33, acadia14_661d, caadria2015_077v10, d684, d1a9, ecaade2014_140d32, ecaade2016_193p51, 296a, d7e9, 4784, c78b, 7658, 29f8, ecaade2015_148n31, b240, f275, cca9, 7d59, f584, acadia16_12j2, c60d, 31b8, 614a, 7f97, d6cb, c7a2, 8099, fb4f, bb6c, 322d, 9025, 0b98, 504c, e2b4, ecaade2017_019jj, 6234, ijac201412404b8, a09b, 73cd, 49ea, acadia14projects_699u, 46d2, bca7, 04d3, 4aea, d4bb, 136c, 02e7, 82a4, f0ac, f681, dea4, 02a6, 91ec, ecaade2016_123y33, 767e, c2a4, ecaade2017_169vv, 3e3b, 8abc, 9d52, 2b60, 5667, f18e, 5c5e, 0aa0, acadia17_201yy, 6bc3, ijac201513105a4, 6436, acadia15_149x5, c442, ascaad2016_051e21, 4e18, 03cc, acadia17_318e, ecaade2015_227w49, caa2, aa70, bc99, e535, d12e, ijac201412303j9, f4ac, sigradi2015_6.327p8, 7242, edb4, 6fe6, c633, 9118, 770f, 2042, 4bb7, 2fc2, ecaade2016_223a59, 6a10, 97d1, 7603, 6eb0, 075c, 058a, 82b7, 97ce, b206, ce7e, bfdd, ecaade2017_255k, ecaade2016_154b42, 9fc5, 147d, 6221, e9af, cace, 80cf, 3b58, 2622, f7f4, 3eb8, cf88, 0f53, fb72, 50af, a05b, d79f, e3d7, ecaade2014_133o29, e0bf, d00e, 528e, a090, 01fc, 2982, 858e, 24ce, e972, b9b2, 00b6, 2bbe, f239, sigradi2016_815v, 4084, caadria2016_777z32, acadia14_101af, acadia17_178vv, ecaade2016_094p25, sigradi2015_6.329y8, 979f, afec, sigradi2015_12.297k28, acadia17_274xx, ccb3, 8454, 3f67, 1eea, 7d3e, d79c, acadia15_451r19, ff9d, 539d, fa15, b8aa, 6701, sigradi2015_3.221v4, f2a5, d1a3, 0793, ecaade2015_285h62, 1014, ac4d, acadia17_265u, ecaade2016_199d53, 3196, caadria2016_851v35, 61db, 3124, 59c7, e48c, acadia17_598ss, 5f5d, c9a0, ecf8, c3f4, ecaade2015_170k35, a842, 8a8e, fbcc, c700, ijac201513205h8, ecaade2014_038v9, 76aa, 9252, 7a2a, sigradi2014_172v4, 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acadia14_117az, 1a7c, 6a48, 3079, 7e25, acadia16_478f28, fa68, bd05, 9933, 614b, ascaad2014_030v8, 8746, 4118, 5bdd, ecaade2016_068n17, ecaade2015_113s21, 6af7, 308c, cea0, ecaade2014_108l24, 3e29, 4b69, 079e, d989, d69b, acadia17_330zz, 30f7, 3f5e, 3ab0, ascaad2016_010t4, 8283, 841a, 309f, 2dab, sigradi2016_710dd, a5e4, b97b, 5443, ecaade2015_287r63, 418d, 772f, f564, 8f53, 7ea7, d6d6, 6be3, caadria2015_208z30, ecaade2017_199oo, 0baf, f184, 0970, 5b66, 0ac7, 7c23, ecaade2016_241g64, e427, 47fd, b988, 7f2e, 1aaa, 8ec9, sigradi2015_8.186r12, 4063, 2063, 520e, 0901, 130f, 3b0d, 5319, 2506, caadria2016_197g9, sigradi2015_9.347t17, 0fe0, 70e6, fd3d, ec3f, a708, 9ef2, 3688, c8ce, acadia14projects_709al, b869, sigradi2013_347r, d55f, f242, 5c40, 810b, cc14, sigradi2014_018k1, 9938, eee3, f416, 4ca8, 00e3, e3ea, 5a0c, aefe, f70b, 45d5, edce, ab63, be0f, ecaade2015_114k22, 115d, 928f, 8365, acadia17_38xx, ecaade2015_302n66, 540d, acadia17_189gg, ecaade2017_089w, ecaade2017_048ll, 0180, sigradi2016_817r, sigradi2014_128d1, 0337, 0fba, 81f5, 7e1e, 6213, f10c, 6bfb, 21e3, f741, 575f, caadria2017_023y8, acadia14projects_445aa, ecaade2015_303x66, c284, 79cf, acadia14_125u, fa76, ijac201614304x2, 36ee, afad, 283d, d948, 3e01, 47b0, sigradi2016_507rr, 2873, e78d, 1cda, 5b43, ecaade2014_024m7, 2b0e, ecaade2014_096w22, 8a16, acadia15_431v18, 530c, 9d50, 2269, d12d, acadia17_628uu, ecaade2017_240z, b154, 49c5, acadia17_154ss, 634b, caadria2015_246z35, acadia14_153ar, 956d, acadia16_234f15, 1eeb, 422c, a64b, ijac201614202w7, c339, 7c76, 81d8, ijac201614405h3, 7838, a854, 8e12, 928b, 224b, acadia14projects_435ah, acadia17_373m, ecaade2014_109v24, acadia14projects_565k, 369e, 26a8, acadia17_154s, fce4, 53b3, cb6b, acadia14_199ac, 76b1, 6e30, ecaade2015_325a71, e5ed, ec16, 849d, ecaade2015_229p51, caadria2017_079t23, eefc, 3e20, 6a69, bea6, e730, c3aa, 328a, caadria2016_013t1, ecaade2016_118g32, 929d, d94f, 5e93, 7cca, 1352, 4549, ascaad2016_031o12, ecaade2015_314m68, acadia14_719c, ac45, efad, 85f9, ea3b, 6d92, 7bf2, 47ea, e1f2, ed99, e787, acadia16_12v1, 81c0, 9151, 689c, b8c4, 63fc, 6e48, acadia14_33ak, 4e8f, 093a, acadia17_329aa, 312d, acadia14_63ah, ee52, ijac201715204aa, a15f, ijac201715204dd, 523c, f78b, f311, sigradi2015_10.74r18, 3080, 4c1a, ecaade2015_37d7, 25e4, ecaade2017_148rr, ecaade2017_017r, ecaade2015_180b39, ecaade2016_mrtc66, a543, 056c, sigradi2016_779uu, ecaade2015_17u2, 47e9, 8715, 18cc, 1e6e, ecaade2016_033e9, b89c, ecaade2017_170i, 659a, 45fa, 4e68, 5019, f10e, 6125, ef6c, ecaade2017_293zz, sigradi2015_9.152a17, 6b70, 7951, ba0b, a2f8, 063a, 2246, b4c8, 06c8, sigradi2016_778nn, 4b2e, c10c, acadia14projects_507ae, 4ca9, ecaade2017_044jj, 8dc1, 546d, fe85, caadria2015_014t2, cfda, d0b0, ecaade2017_148ww, 209f, c82c, 27ee, 7219, 632c, 5032, 8362, ecaade2014_104n23, 2271, acadia14_219b, acadia16_72g5, 149e, a019, a9fb, caadria2017_074l23, 6810, 205d, caadria2015_049c6, 8fbf, 9af6, e31e, 73ba, ff52, 2971, 2d37, d456, b6d9, f40a, 189b, 9eac, ijac201513103z2, 4cf7, 66bd, 1638, 5a47, 3a2a, 1017, 573b, 3fee, acadia15_232o9, caadria2016_725f31, 9c23, acadia16_184z12, 4c00, ijac201412303r8, ecaade2017_202r, cc95, c63e, 10de, d329, 382a, 0f50, 9821, 0ae3, 2d88, 58dd, 4bfb, d63a, ecaade2017_117r, ijac201513201x5, caadria2017_056k19, sigradi2016_443ss, 71ab, ijac201412407w9, b3c8, ecaade2015_109u20, acadia17_590t, e21b, 6a28, 2760, ecaade2015_122r24, a0b3, d6c4, 62c2, ijac201614203x8, ecaade2017_203ll, 010b, 74eb, 56f3, a5d4, 50ab, 308f, a7ca, f16a, bdde, 9d72, cc21, 2885, 7f91, 7488, da84, ef0b, a8a2, 3f7f, bfd3, a0e2, 38e2, a532, dad8, 2041, 2666, 0cc7, 4a94, 293e, ijac201412204y2, ecaade2015_161f34, b11c, 842d, f0e9, 67c8, b8bd, 7676, acadia17_163oo, c5fc, 8860, 59ec, d116, c55e, de4c, 3eef, c047, acadia17_404bb, acadia16_344j20, a001, a7f0, 8c52, 1807, ecaade2016_222n57, fc7c, 52b0, 1d58, d72d, eabe, 2c9a, f5b7, b068, 5397, ecaade2015_138j29, 2a60, f4cb, 22ea, 4672, e668, 9190, acadia16_260n16, c9c1, faa9, e4c9, acadia16_72h5, a3c6, fcbb, 9213, 926c, 8846, c380, f0a8, caadria2017_037e12, 58d8, cff6, ecaade2016_158p43, 8e25, ijac201614309r6, acadia17_222w, acadia14_627f, 1d54, acadia14_661l, ascaad2016_052g21, 88d6, 45c5, f6c3, 3f37, 26a9, caadria2016_755r32, 159d, 77ff, 1477, acadia17_446q, 6414, 10b9, a2ca, 1ba6, 1392, e5fa, a0a1, 2a23, 6c7c, acadia17_358w, 4250, 0431, 8a3c, caadria2017_132n35, 94b1, a11d, d2f3, 5a82, 3456, ecaade2015_222e49, 9ecd, 8335, 6826, b80f, 4797, 24b6, ecaade2015_241m55, 679d, 4329, 859d, 09d3, b326, a90d, 9d25, ijac201412408f2, sigradi2013_313m, 798c, ijac201614203y8, 217a, ef6e, ecaade2016_140r39, sigradi2016_446g, 03fe, c5c1, 6151, 2d60, sigradi2014_097p8, acadia17_382kk, ecaade2014_194k49, 3f4c, 0cec, 4ab2, 31f0, 1d41, 51a9, ade7, 8848, dfec, sigradi2013_358a, f4d1, 91db, ecaade2016_099g27, fa03, ascaad2014_024c6, 286e, acadia17_164yy, 33c2, acadia17_52q, f936, ecaade2014_173t42, caadria2017_145l38, 359b, 17d6, a159, 9268, d088, 755f, bb17, 6fdf, 911c, 029c, sigradi2015_10.378f23, 4aa6, 7d48, ec01, 4952, 376d, f36a, 0eee, 6fcc, ecaade2017_133m, 363e, dae7, ijac201614208u12, c887, 83e0, a101, 640c, 1c25, 42fd, acadia17_324y, 63cd, 2d99, ee42, 48e0, 71dd, caadria2017_058j20, 36f0, acadia15_323e13, ecaade2015_84c17, d9a3, c80c, 3712, caadria2017_052u17, 1eb9, ef4d, 23df, 597f, a653, ecaade2014_186x46, 26dc, c1a9, 590f, sigradi2014_345i10, ascaad2016_058b23, sigradi2014_197z6, 3cd6, 1715, 11b4, acadia16_308f19, 28f6, 3612, 059a, a664, 10a6, 5d42, 0811, d5ee, 57e8, 649c, 6947, 57ab, 754c, 8cbb, a069, 3f0e, 456b, f158, 800c, 33ac, 9dc8, 3622, ecaade2017_269e, 5052, 4726, 29aa, a9c3, sigradi2015_6.327s8, 06d1, b9d1, caadria2016_073a4, cf89, dc4a, a491, ecaade2015_64y12, c9e8, caadria2015_016p3, 5965, acadia17_110cc, fb45, 2903, 39fe, 457b, 3253, ba05, d104, 7d79, acadia14projects_691as, ecaade2015_318u69, acadia16_154k11, ecaade2014_052k12, ecaade2013r_002x1, ecaade2015_178d38, 02ae, ascaad2014_005k3, sigradi2013_414z, 1118, dedb, a4b7, 6789, 8c9a, bec6, f6b4, 2636, 56ab, ijac201412203w1, c7ce, f2fe, acadia14_699t, 6575, 6729, 268d, ecaade2017_306j, 39f2, cb74, sigradi2015_8.264s14, d1ba, 4f21, d196, ecaade2014_186b47, ecaade2017_038yy, 60c5, cbdc, 0626, ecaade2017_003f, 40e9, 0fa9, ascaad2016_006g3, ascaad2016_045z18, 7fbe, c281, bf76, a998, 5fac, ab88, be7f, c0e1, 9799, ffa8, ea89, 1f09, 3145, caadria2015_185n27, 93cb, ecaade2016_071c20, 7984, da9f, sigradi2015_sp_12.402u31, f3b9, 797b, 3d7d, 0890, acadia17_90tt, d5d0, 1594, ecaade2014_239p61, ecaade2014_108i24, df14, fc8a, 1db3, c987, caadria2015_032w4, ijac201715202aa, 5cb8, f16e, 3b3d, 5333, 7cf4, 0d2e, ae2e, 6531, 96cc, 8430, 07b9, sigradi2013_41, 6a49, ecaade2017_057t, 69b1, 7db8, c9f9, 08d8, caadria2015_126y20, 8e3b, c148, 3f72, af87, 006d, e63c, d81a, 6a26, 21b6, 1a16, caadria2017_147x38, acadia17_670oo, a628, sigradi2016_441pp, ecaade2014_112m26, 5044, 597e, ascaad2014_024f5, 2d40, sigradi2014_232n8, acadia14projects_135ac, 084a, 4f5b, ecaade2016_048s13, b3e9, sigradi2014_282l3, 110e, 56bc, 9e4e, df51, 61df, e52e, caadria2016_197o9, c702, fab6, decd, ecaade2017_046qq, acadia17_231v, 93ac, caadria2015_126o20, c7a0, 332f, ecaade2016_230l62, ecaade2017_214n, ecaade2016_068v17, 73ec, caadria2015_220i34, ijac201614308l5, 0a83, 3096, 0036, caadria2015_010w1, 7e43, c0f0, b9b7, 565b, 31e7, b400, 7433, 8b54, f9e1, 4d67, ascaad2016_036b14, f40f, 9d34, ascaad2016_042u16, ecaade2015_336z72, 15f8, b996, 4c13, 7965, 79a1, sigradi2016_479bb, caadria2016_249m11, 9032, ecaade2015_77w14, bd3e, ed15, 9255, da75, caadria2016_219k10, 8011, acadia14projects_627av, a844, e614, 83d2, 3024, sigradi2014_080m7, ed85, d08b, 8735, acadia14projects_463c, ed44, 924f, caadria2016_631l27, ecaade2015_318y69, 8656, 27db, 3eb4, 2571, e93e, 81cd, 6bb6, 8eed, 6cad, c1a7, 1d1b, 5a53, 268f, 159a, acadia15_357u15, sigradi2013_401g, sigradi2016_694j, 0c7e, sigradi2015_sp_12.402t31, 7278, d4e6, 233d, fe3d, 9f2d, acadia17_424mm, dc9c, c48f, d5de, 08cd, sigradi2014_197c7, acadia17_648m, 1bb3, ecaade2015_48b8, ecaade2015_136o26, 1da0, 0bef, 8823, b39c, c592, 383c, 7d45, 72bd, cd8d, f22e, 7c11, acadia14_153ax, 831f, 9771, cba0, 8c88, 0e15, 9aad, 3fc9, acadia14projects_479x, ijac201614403p2, 7588, acadia17_153k, 458d, ecaade2016_063l15, 1597, 2776, acadia16_62j4, ecaade2014_196e51, 82e8, ascaad2014_012n6, a025, 2e4f, f120, e085, d475, 6113, b843, 3d6b, feaa, 6f79, caadria2015_208z31, cacb, 0479, cd9e, 7542, 516c, d6ba, a026, eec6, a32a, bc40, acadia17_82g, 556a, f2c2, ijac201614405j3, ecaade2016_239w63, 4bad, 8223, ecaade2015_314c68, 402a, a9fc, 588f, ascaad2016_054s21, caadria2015_078o11, 1bb0, ecaade2017_097aa, ab36, c166, c978, 45be, bc9e, 63e7, ecaade2015_64i13, c161, b61e, 92db, acadia16_62s4, 7886, bc74, 45e2, a33b, ecaade2017_054cc, 4ad8, acadia14_291g, 490d, d032, 074b, dbdd, a583, 5719, 697e, sigradi2013_343k, ee76, 758c, acadia17_318b, f1fa, a5d1, 5b93, ecaade2017_198tt, de09, f76c, 82b5, 15c4, f56f, acadia15_297c12, ecaade2017_257pp, ijac201614308t5, 3783, 79f7, f82c, db18, sigradi2016_781b, e003, a040, 1b56, 97bb, 5c0b, 8e29, 573e, acadia17_446cc, 54da, 8041, 8b6c, 848b, 4747, b44c, 135b, 20e8, 1400, ecaade2014_168l41, 89d7, d47c, 765c, d9b9, f864, e061, 75e1, ecaade2016_011g3, f1a6, 78a3, 99b1, c4c3, f483, 4e9c, 3f48, 6657, aca4, c9ce, 2b21, 058c, 6174, ascaad2016_045s18, ca6c, b15c, ec36, b172, 8596, 3032, aab6, caadria2016_177e8, a033, acadia17_364xx, 60ea, 8226, ecaade2014_122c28, 0ca3, 662a, 2e9f, 27d5, be5e, caadria2015_124a20, 6613, 115c, f82a, bfa9, acadia14projects_291ar, 05d0, ecaade2015_333k72, ecaade2015_13j1, 15df, 620d, 930e, ecaade2014_214g54, aa79, d414, ecaade2015_144c31, c912, sigradi2015_sp_2.112o29, b8c7, cb15, 03a6, 3ded, 2a27, caadria2015_208l31, ecaade2015_139a30, 5dc0, bf07, d7ad, 7dbe, 49ec, db12, b68e, ce85, 724b, acadia14_23z, 3724, e544, 38a1, b635, 0c50, 5eba, 4739, 71a4, ecaade2015_297b65, acadia16_470j27, 25f4, 0387, 1d0f, 7af0, 6e8e, 9e26, acadia16_280b18, 656e, 7424, 648a, ascaad2016_044t17, caadria2015_226o34, 20ee, 09b0, e2ad, a9be, 650c, 4019, 9813, 24e9, ce2a, 2166, b74e, 1ee0, ecaade2016_140z39, 88a8, fb82, 4628, ce1e, 5bc6, 6ac8, b1e4, a751, ecaade2013r_019d10, acadia15_483y21, 1ed0, d324, ba7a, ecaade2017_254uu, caadria2015_202x28, a0f8, acadia17_237dd, 49e0, 64ce, 751d, ecaade2017_301t, acadia16_450k26, 637a, 37a2, f147, ecaade2014_173e43, d27e, caadria2016_569f24, ecaade2014_111b25, c910, 4b34, f0f6, ecaade2016_216a55, 0c71, f638, ec45, 76d9, 0830, 70b8, 3353, sigradi2013_43, eb82, b7ac, sigradi2015_4.219s6, acadia17_52g, 5b8c, 2cd3, 3fb9, ecaade2014_121r27, 787d, 1553, 42d7, f9e6, 88e0, 7093, 710a, a4b4, acadia17_330ll, ecaade2014_237c61, ecaade2016_191a51, c163, f151, 5a3b, 652e, acadia16_478y27, 5df9, 8bb0, 8e6d, 0235, 148f, c5e4, acadia14projects_609al, 66e7, 544c, 76b9, ascaad2016_004n2, caadria2016_125t5, 47a9, 2003, 51b9, acadia14projects_655x, fb7a, ijac201614407n4, 1fe0, ascaad2014_035z1, 511f, sigradi2015_10.140i19, 9563, ca8b, 2720, caadria2015_213g33, f35b, febd, ecaade2015_130b26, e6b8, 7a67, e759, acadia17_570x, 15e5, sigradi2014_085g8, 5a21, 45d4, 2bf9, a25e, 3cac, 053f, 619e, fc90, ecaade2015_92t18, 5a9c, c6a1, e8e0, 5a27, caadria2017_135g36, sigradi2014_049m5, ijac201412303n8, 5af8, 7a00, ef9a, sigradi2014_218g8, ecaade2017_047v, ijac201412403l6, 7a55, f12c, 70f3, c85b, 3260, d84e, f04d, acadia16_154l11, cce0, 6851, c23c, b99f, f7b3, e903, acadia16_244y15, c598, 91d1, 4d4a, 3a9b, 46cc, e80a, 637d, f3e1, 2e5c, d9c8, 597d, caadria2015_208f31, 8519, acadia14_655y, 3e49, sigradi2015_12.167k27, fe0b, 4cf2, 0525, sigradi2016_655g, 8a95, acadia17_82o, a6c5, 7fba, 260d, 15c6, 56d3, d15c, ecaade2014_224y56, 8d51, 1189, 6f3c, 853c, 9857, feb4, 9e42, 8f76, baa7, sigradi2013_391h, 486f, ac96, efc5, caadria2017_081m24, ascaad2014_019y2, 465c, d0b5, 1806, bf70, bcea, 0b41, e40f, 0407, 771a, 3b40, d87c, ee1d, 67ad, 864f, a36e, e864, 6402, acadia14_399ak, f5f2, c209, 87c7, 9c3b, c48d, d059, ascaad2016_040c16, 6943, bf47, a562, ecaade2017_308ff, 6c7d, 4939, 88cf, 3767, 31d4, ecaade2014_138t30, sigradi2014_267m2, c05b, sigradi2016_517t, 5967, a3db, e33c, 73ad, b552, 2e0f, d4e4, ea1b, caadria2016_579o24, 4236, be77, dfaa, c9ea, 4521, d2f2, 433d, 90f3, acadia15_161g6, 9add, 2a36, caadria2016_683h29, 3c26, ecaade2016_097u26, acadia14_555f, ae58, fa0a, db47, 25c7, 0679, 0f64, f5a9, sigradi2013_379, feb2, 7930, 1cc4, ijac201715205g, sigradi2013_342s, d945, e54e, 3554, 98ad, 31bd, acadia17_413z, 2736, fff5, c7fc, sigradi2013_98, caadria2015_004g1, bc97, 4fcb, d02c, 2c46, 2052, 22f0, 2834, 1a3a, ecaade2017_240aa, 0394, d2e0, ecaade2014_023k6, 8b75, sigradi2015_3.221n4, da2a, af3c, 0687, 445b, ecaade2014_084p19, acadia17_36x, eda3, 1187, d3ee, cce4, 4bc5, 9f0a, caadria2017_009v4, c40d, caadria2015_060t6, 2d3c, 8b09, e6cb, 4b62, ecaade2015_17e2, ecaade2017_203pp, 9394, ee37, f0a4, fda8, e0f3, 9422, 7d8e, b01f, fc48, 1d72, 1851, ecaade2014_149h34, 1d07, caadria2017_029n10, d1d5, efce, c675, c0ba, 4bb8, 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acadia16_12y1, abea, d2a4, be91, 2293, acadia17_329ee, sigradi2014_197t6, d1ce, 24b3, ascaad2016_002j1, 69c8, 5be4, ijac201513105p4, 3214, b4f5, 5e1c, 7c92, caadria2017_125z33, f8d5, 0d16, 52ed, 9d01, b100, 79a3, 0f5f, 3200, ecaade2017_067y, ecaade2016_073x20, 8c89, 500f, sigradi2013_304a, 2dbc, da26, sigradi2016_654xx, 3049, 6ed8, acadia14_219c, caadria2016_333t14, acadia14_435af, ecaade2015_81u15, 3f89, 1d40, 9c86, 5e08, 78fe, 5fad, ecaade2017_042y, acadia17_231m, 3f20, 8d64, acadia14_681ao, bb1a, 0e77, caadria2016_663k28, d984, d43e, 6b13, f702, 5325, e33a, c01b, 20c5, caadria2017_145n38, a4a5, 06ab, 09af, ecaade2016_167o47, 4d50, a8f4, ecaade2017_007c, ecaade2014_239n61, 755b, 828f, 1859, acadia17_91g, ecaade2016_140u39, e7d7, 31a8, 9426, 62bb, b14b, 9338, 91df, acadia17_201zz, 5d38, 52c4, b570, bee7, aafd, f4ec, acadia14projects_79ab, acadia16_140w10, caadria2017_174t42, 0f28, d024, eccd, f220, e613, 8267, 93e6, 040b, 7ec2, fb5c, ecaade2016_147o40, 1a72, 0d8f, 9bf1, 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ecaade2016_mrtd66, 96a0, 3356, e3e7, 44c4, 9410, 591b, 8db6, ijac201715203i, b4fd, e8e2, ecaade2017_255yy, 6a65, b528, cdb1, 8f08, caadria2015_203o29, 18c3, 4093, 5403, 5c13, 3873, 0477, b140, 83a8, 50f2, ecaade2014_186z47, c3e1, 803b, 35e5, 1245, a2d3, ascaad2016_030h12, 40c5, de87, 757b, bcba, a453, b683, b4a4, 78f8, e6c9, sigradi2015_8.189v13, ijac201412406j9, 26cc, 8a06, 1778, acadia14_357ax, caadria2016_353v15, 1ff9, ecaade2015_285e62, 3764, 6d03, sigradi2014_313y5, ecaade2016_230b62, 3b21, ecaade2016_217n56, ecaade2016_006u1, ce43, ecaade2015_15z1, 58b5, ca3d, acadia17_414pp, b072, 2be3, 6319, ed7e, acadia14_609ar, 42e3, b4a0, 4ed4, 49d3, ce0a, e85a, 0e7a, d199, a07b, 1153, 8168, a0b9, c3f2, ad26, 0423, caadria2017_081t24, 4a87, ecaade2015_171b36, 65e0, acadia14_479at, acadia14_145y, 0860, a247, 8caa, 6471, fd4c, ea74, 9a00, caadria2015_016l3, a9d4, fd1f, 366b, ba8f, acadia15_223j9, sigradi2016_417nn, 943e, 52cb, 0050, acadia17_220t, fc1c, f8d6, ascaad2014_017o1, a0db, a7d1, ijac201513102h2, sigradi2016_385mm, caadria2017_043c14, caadria2016_301o13, caadria2015_081v11, caadria2016_405b17, 7572, 45c6, 88de, 9027, 917b, 5f87, caadria2016_135c6, 9a49, caadria2017_142a37, 53ac, d4ce, ecaade2017_083jj, 6a57, 9cac, ecaade2017_225zz, 1286, 1e7c, fa92, 4f6a, sigradi2016_816rr, 4014, 8612, d62e, 563f, caadria2015_218r33, b9f7, acadia14projects_655ad, 2b39, a6e6, ecaade2014_168o41, ff1e, f2c1, 5536, 86ec, bbbf, b1c5, d123, 0516, ascaad2014_024h5, 56e4, acadia17_82vv, 9eb0, 26cf, acadia16_362k22, 69f3, sigradi2013_30i, c2a7, 5eaa, 4f00, 06b6, ecaade2016_222h57, ecaade2017_017y, sigradi2014_266e2, 9844, 6bfe, 6579, 9350, 9ff5, acadia16_478a28, 3bde, c67f, 7f6c, 3bc9, 6fae, 39c1, ecaade2014_224x56, 82cd, b227, caadria2017_165m41, ecaade2016_154j42, ijac201614208n13, acadia17_492ii, cd69, 8b9c, d179, sigradi2016_560aa, e0b3, e489, 288d, 78ba, 0bfb, 5972, 36c6, 9a25, 0d42, 2e5f, fa95, ascaad2014_036y1, 582f, 1f59, b00d, acadia17_520y, a87e, sigradi2014_137g2, ijac201412401p3, db96, c705, 4021, 5cdb, e90d, 3240, 7fd3, 07ee, a243, 3330, a19e, acadia17_339ss, fd36, 877c, c14f, 5de1, 09f8, ecaade2017_033y, 823c, 62ed, c943, 0cdf, bda1, 9b95, 30e2, 5d9d, 2099, a0d9, acadia14projects_691aw, 11f8, sigradi2014_276u2, b9be, ijac201715104kk, 942b, ee00, 518b, caadria2015_156r24, 6e7b, 500c, 1358, caadria2017_132j35, 027c, ecaade2016_163m45, ef67, 37cf, 4c2b, 0228, b77c, caadria2015_087n14, 6d42, 5225, c80b, 472d, e890, 1f9b, 49df, acadia14_445aa, d6d3, d1bd, 529d, 5a43, acadia14_463t, sigradi2013_111p, b97c, 2fff, 2a57, ecaade2014_023n6, dc7b, fc2e, f587, 8ef5, 5d8b, bade, acadia17_482q, ecaade2015_114y21, 9e7f, ecaade2013r_018y9, 4ad3, 67b3, ecd4, e7e2, 49eb, 54a0, acadia14_111m, ecaade2015_61u12, aa81, c2d9, 3ab4, 8e47, ecaade2016_197c52, ad50, acadia17_70ff, 650e, b753, b547, bf8a, d6a2, 515a, b984, c762, 89f9, 7273, e25a, f8f1, d126, acadia15_357h15, acadia14_281x, sigradi2016_686zz, 110d, ijac201614405w3, c10f, 3f61, 2b2e, 7374, ca7d, 8a14, 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9628, e4a8, sigradi2015_3.201t3, <