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 caadria2017_136
authors Zhang, Cheng and Ong, Lijing
year 2017
title Optimization of Window-Wall-Ratio using BIM-based Energy Simulation
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 397-405
summary In this research, sensitivity analysis is applied to investigate the impact from U-values of walls, U-value of windows, and the window-to-wall ratio. The purpose is to find the co-relationship between those parameters with the building energy performance, including embedded energy in materials and operational energy during the lifecycle. Building Information Modeling (BIM) is used as a platform to obtain the material quantities and carry on energy simulation. A case study is applied for a manufactory plant in Suzhou, China. By applying both local sensitivity analysis and global sensitivity analysis, it is found that thermal properties of walls have insignificant impact on Operational Energy to Embodied Energy (OE-EE) relationship of Window-Wall-Ratio (WWR) whereas changing thermal properties of windows affects the OE-EE relationship behaviour of WWR. Lowering U-value of windows brings positive impact to the OE-EE relationship of WWR, and vice versa. Therefore, suggestions are made as reducing/increasing U-value of windows while increasing/decreasing the WWR of building.
keywords Building Informaion Modeling; Window-Wall-Ratio; energy simulation
series CAADRIA
email cheng.zhang@xjtlu.edu.cn
full text file.pdf (754,954 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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0d67, 63c0, caadria2017_124i33, 218d, b7ec, dd6e, 8d68, caadria2017_190s45, 9b7c, e99c, 0628, ecaade2016_074z21, 6062, c421, a5b5, 8af1, caadria2017_096a27, 9b38, bf35, 6826, 357f, b619, 6052, f89b, ed3f, bf4a, aa2b, 0fc1, ec98, 8bac, 0e5e, a3bc, d130, sigradi2014_172z4, c803, acadia15_123o4, 46fb, edbf, caadria2017_124t33, d1ca, fc31, 27b3, d95f, ascaad2014_002l1, 2cfa, 0d43, 817f, 37f6, 3b41, ecaade2015_235o53, deeb, c574, 4df1, 0f8d, 739a, 9936, 068f, ecaade2015_235l53, 4484, 2373, ecaade2014_146r33, 3f11, b40f, 5336, 5d78, 4d4e, 0b8c, e930, acadia14_23x, 628f, 9072, 9b86, sigradi2014_041j3, c05f, 679e, ecaade2016_140s39, 90b2, ascaad2016_045g18, 7bab, 2380, 7ed9, b0eb, b21f, 51e3, 8a18, sigradi2016_595ll, 1eeb, acadia14_463f, ecaade2016_225d61, 44f8, 8862, b7dc, c569, ascaad2016_041p16, caadria2015_054m6, bb9a, 65a5, 2d32, 27de, ecaade2014_151w35, sigradi2014_213t7, 9712, 84c9, b8b7, 9b82, 576d, e886, 5396, 27c9, 0811, 0477, 00e4, ef32, bb89, c85a, 2248, 4597, 1e03, acadia16_88w5, 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caadria2015_190h28, caadria2016_197i9, caa3, e5d6, 6721, ecaade2014_220d56, 734f, dbb9, 3cb7, 7d5a, f919, 43cb, 1558, 8001, 8694, c7da, acadia16_234g15, e306, 4525, 71f5, 2e1a, ecaade2014_121z27, e315, 0e40, ijac201614303u2, caadria2017_174v42, c74f, ca8b, efee, 41a6, caadria2017_015a6, db35, 653c, 614b, e4dd, ccee, 8347, 5b88, 3f46, acadia14projects_219az, ecaade2014_086n20, 6b48, ecaade2016_243u64, e6a0, sigradi2016_814d, ijac201412204b3, c3c1, ede7, sigradi2014_074s6, 7e9a, 0d0b, 1670, 8c0f, 833d, 8278, 92b4, 3a00, dec0, a55f, 2c39, bc3f, 4d92, 7cce, e867, ijac201614103g3, caadria2017_003c2, 8ce2, cc0a, b2d3, de70, d004, ascaad2014_019r2, ecaade2015_55l10, 45e6, 2f59, cd9c, c1d6, 25d4, a892, 1eec, 301f, a115, 2488, 1ca1, 8ab2, acadia16_414x24, 75c2, a2f2, d5f9, 37f4, ac41, c26c, 1147, e3df, 9571, 398e, c6f2, d097, caadria2017_057t19, abbc, ijac201614307g4, d06c, 461f, 1eca, adc4, cc81, 4de5, ce48, ecaade2014_108g24, b064, 4cd8, d992, 0072, 2758, 67e2, bfdb, b94e, 23b7, e0a0, 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sigradi2014_075f7, dc69, 0889, 0ac7, sigradi2016_546g, 8da4, f8f0, ecaade2013r_001f1, b5e0, a5a5, b011, ecaade2016_037c10, 2553, fb99, 4ee5, f2dc, 4adc, 1820, 4822, 43da, 27b8, fa90, ff75, ijac201513303s11, f906, 51cc, 8007, 50c5, ce07, f9ad, c13c, ecaade2015_114o22, ae59, b6f7, ijac201614407s4, f964, de9e, 36dc, ee5b, 5c68, 1f44, d72f, 6512, ecaade2015_100s19, 836c, 6a5b, 1268, 6b31, ascaad2016_039t15, ijac201513206j9, ecaade2016_037u9, 9441, 41b0, 95c3, 57b1, d575, 7caa, f7f1, 227c, de10, 586b, sigradi2015_3.65x2, 9b14, ecaade2014_024s7, ascaad2016_052k21, 1562, 12aa, 52b4, 4362, 4163, 6c5b, 3d74, d533, 8088, b585, e49c, 6943, 48f0, 76ba, caadria2017_086o25, 415b, d965, c05c, 89cb, sigradi2016_448q, 8b2a, 1233, d3b1, 3c03, ecaade2016_011u2, 460d, 4f39, c3dd, ecaade2014_053n13, 6770, 9543, 64db, f1d5, 3204, 4509, caadria2016_529l22, 67c7, 5af6, 6c5e, 6d8a, ef9b, acadia14projects_135t, ecaade2015_206a46, 87fa, ecaade2014_044u10, aff7, 3822, 30ff, 0c3f, ff57, 246c, 1d38, b3fc, c150, 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ijac201412305j2, ec5e, sigradi2013_117t, 9792, ecaade2015_194p40, ecaade2016_230t61, 4e14, a438, f975, acadia16_318o19, 45e3, cb91, 4a5f, 6389, 4cce, 148f, 9af7, 3a8a, 0e1c, 15fe, caadria2017_163l40, 0f61, 77e7, 0247, 92b2, fb50, c9af, e310, c496, 4cb5, ascaad2016_017c7, d24e, b44a, caadria2017_145x37, 8c3b, ed05, d931, 58db, 1a79, 1bc3, 87b3, 8eb2, ascaad2016_007s3, ecaade2014_052o12, 1424, acadia14_301ay, eb32, a7aa, d7ad, a761, 0fac, 2422, ecaade2016_011t2, 4521, e6d5, 4f83, 00a8, a4c0, 1b23, ecaade2016_217k55, 463c, 4133, 6c42, acadia16_382v23, d825, ijac201412306b3, bba8, fcdd, b31c, 07ec, 54a2, sigradi2015_sp_12.402u31, 7be1, 73fc, 9f60, 73ce, cf52, c237, ffb1, caadria2016_045l3, 8743, 5b47, acadia14_389e, e8e7, 1111, 8997, fe1f, 5346, cdba, 4ee6, 24be, ecaade2014_052m12, 1386, b4d7, e8be, e64c, c505, acadia16_174h12, 76ab, 16c8, d7da, 188c, 8e84, d0a9, 59ac, cb78, a0f3, ec65, ascaad2014_020u3, 2583, 4ed3, e4a8, ecaade2015_261f58, a1a5, b251, ecaade2014_121n27, ecaade2016_140j39, 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acadia14_719j, f3f9, sigradi2013_387a, 2c52, a234, 486d, 902e, 362a, 7163, 1994, f6c1, 3344, ee8d, 1325, 861b, ecaade2016_157a43, ae86, 52c2, c70a, 9642, ijac201614201b6, 84a6, 6156, 9237, ecaade2015_22m4, 4fa3, 67ec, ascaad2016_045s18, b08f, ijac201614102b2, 6490, f029, bba4, sigradi2013_280m, d5e3, c7c3, f791, faaf, a674, 7001, 1b6d, a103, 555a, ff48, 8bab, a507, 5887, 0830, d426, 6abe, b3f0, 04a0, 469c, f97a, sigradi2015_9.347v17, 4980, d86b, c15f, 98bd, 3f39, bf6a, fd38, ef5e, 80c4, bc8c, acadia15_469j20, ecaade2014_052b13, cfed, 15c1, 3221, 8f2c, b805, 7331, cf90, 617b, 4f7b, 0e49, ijac201412402p4, 9282, 4f97, 2832, 07cc, 4ed2, 604c, f5eb, 03d9, b785, 7a0b, 4795, 8173, 3ac4, 5cc6, 263a, 2b53, 9a06, 25e3, d763, ef87, cb8a, 1be8, 4341, 4bea, 96b0, 9913, 4024, 0aee, debe, acadia14projects_357as, 8601, 1fad, 5381, af41, 68d6, 8e97, 3214, fa31, 9c28, 10ee, 5184, 2732, 2134, ad2d, b8d6, acadia15_323s12, acadia16_344s20, 5739, 7bbf, cc68, 87e6, 2ab7, 7ab9, 3571, ecaade2015_285t62, ijac201513201b6, ecaade2015_138x26, 10e5, 0434, d826, f654, 9cd7, bb03, 6359, 62ae, caadria2017_118i31, 7df8, ecaade2015_229x51, f25c, sigradi2014_347m10, 7dee, f8de, bf14, acadia16_280y17, 2f6c, a9a8, ijac201513206e9, 08be, 17b2, 2a52, sigradi2016_690i, 17ae, ba52, acadia14_291av, sigradi2015_9.152d17, ecaade2014_044l11, 2d3d, 6265, 5a97, ecaade2015_84b17, e216, 516a, ecaade2013r_004t3, 747f, f14f, 7307, sigradi2016_448ee, acadia14projects_91t, ad2a, fbf3, 6cb2, 20d9, 353b, ef79, 57f6, 3aff, 90e9, acadia15_451i19, acadia16_382f24, ca33, 56db, ecaade2014_096y22, 9acc, d222, 391a, ecaade2014_188h48, ecaade2015_269m59, e132, 22d4, acadia14projects_565i, a512, 6981, sigradi2014_291p4, 7650, d999, 55d0, 7f09, 8e56, ecaade2015_17j2, 326a, c11e, 9cba, 6430, a99c, 0b46, e3d9, 4df9, f9a2, fa48, d90c, acadia16_154j11, 4073, ascaad2014_036w1, de1f, 5eec, 1861, c5b9, ijac201614403c2, 68c2, ecaade2015_138s29, 4a85, b161, 8485, 56eb, cc64, sigradi2013_386b, 314f, ecaade2015_138j27, 4b7f, caadria2017_129o34, f2b5, d8c9, 50a8, 77b3, 9280, 816a, 0e42, a7ec, e9b5, be50, ecaade2013r_001n1, b53d, 2632, 4be1, 078c, b321, 2983, e59e, 32b2, f703, 8cb3, 29e4, 8d9f, 4f3e, f135, d40f, 42c9, 9a99, ae9b, cf5d, 44d0, bdc9, ascaad2014_035v1, cf2c, fe99, 6d39, 9d11, 10d2, cd6c, b430, 3fce, 4ec5, 0b6f, ef2c, 2c45, 363d, 44e5, ecaade2013r_001s1, ecaade2016_071z18, 5d34, ecaade2015_129u25, b526, f934, f167, 5175, 46c8, acadia14_167v, 2650, d374, 5a46, 5003, 7f08, ee54, 84de, ascaad2016_038r14, 6ca8, 81d8, caadria2017_067k21, eb8d, a40e, bf40, a977, 7f27, 7cb4, 01b3, acadia14_453j, caadria2015_226j34, d79d, c339, ijac201614405u3, 1c62, 3a03, 2426, e759, 7345, 2f28, 96e2, 7c57, bc90, 019d, 432b, 7e5a, e7f2, 9d9b, 6a4e, 84a2, b74f, f06b, b37c, 1606, e1e6, 6aa9, 2b34, ebb2, 6920, c93e, 35b6, ecaade2015_302i66, b7d6, ca91, dbaf, acadia16_12s1, caadria2015_067l8, daaa, edbd, 8583, acadia15_431l18, 0fa5, 7880, ecaade2015_53k9, sigradi2015_sp_10.311k31, bad8, caadria2017_048a16, 32f2, bea7, a6bf, 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acadia16_88d6, f71a, 2a10, 5a6a, 9d38, ecaade2015_243u55, ecaade2015_21k3, 4848, 6978, c15a, 0b06, 43f2, d2dd, 3ff0, sigradi2014_159g4, 29ea, efd1, ecaade2016_089w24, sigradi2014_263c1, 0351, acadia14projects_317t, 7525, dd11, c4bd, ecaade2016_118b32, 6b1f, ecaade2016_222y57, 4fb9, c584, 43c1, a009, 18dd, sigradi2015_9.141d16, 2ced, 4e6b, 52a8, b24f, a68b, caadria2017_055i18, ecaade2015_109y20, 6763, sigradi2013_248f, caadria2015_014v2, sigradi2014_279y2, 9d1c, 5b1f, ascaad2016_047v19, 324d, 908e, 5a17, 5d31, fa15, caadria2017_182v43, f66c, acadia16_140p10, 1abc, ecaade2016_040m10, ascaad2014_005p3, 3370, 2a07, b30c, 28d5, ecaade2014_023v6, 0cc4, 3203, 6d30, 083c, ecaade2016_036p9, 60fe, 0238, a82b, 8aa6, 0c7f, ea15, caadria2017_072d23, 3e48, ca72, f13e, 2d59, ijac201614104w3, 6c68, 34ea, b9a1, 9836, acadia14projects_463c, acadia16_106g8, 2604, 9d5a, dc2b, sigradi2016_803w, 96d7, 2421, e4dc, ecaade2014_186d47, sigradi2015_3.394e6, 44ce, 3829, fa97, d286, 682c, 5f5e, 36d9, 900d, 2509, 6e98, 0591, 9a82, caadria2015_105g16, a8f7, f0f5, 7923, 85ee, ecaade2015_317r68, 63a6, 41c0, 8f20, c7b2, f1f3, 7322, 9b6c, 1234, e21e, e5ec, 1eee, ecaade2015_130b26, 3bfc, 785c, fb2e, 1413, f04b, 04b8, abcb, e884, ca05, 21f0, 3228, 0bf2, e026, a4ce, 65d6, 5339, 1902, b978, d6d0, sigradi2013_330e, 7d2b, acadia14_589e, 3808, ae4b, 9683, 112d, b404, acadia15_483i21, 1c3e, a7e0, c57b, 1ca6, f790, 5b3e, 20be, b9c9, c929, 3d5a, 284e, c148, 8a35, 86ce, d865, 12d7, 04c6, ascaad2016_022x8, 9876, ecaade2014_149k34, 589d, 1b3e, 193b, 02f3, 706f, acadia14_135y, 6636, eb0d, ecaade2016_151i41, 3d7e, 66a9, 6b16, sigradi2015_9.270g17, e212, ecaade2015_317d69, 3ecf, sigradi2015_8.328n15, c6dd, ecaade2015_130g26, 84c8, 5cf4, a7ca, 47fe, b274, acadia14_223a, 522d, 43dc, 8e72, 1ad9, 9729, 0323, efbd, 1402, ecaade2015_130w25, ecaade2016_162b45, 9903, acadia16_12l2, sigradi2015_sp_8.284m30, 5d4a, ccdf, 6411, ecaade2015_83l16, c5b3, 1564, fc2f, ijac201412403z5, caadria2017_113y29, f126, 5163, c219, 12a7, 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ecaade2015_130e26, 5ebc, 0e29, d29a, b78b, aa4c, 8b35, caadria2015_124a20, 631c, 7b04, c353, sigradi2014_151j3, fd20, 3f14, 39fa, ee14, c73b, 1678, f2a4, aae3, 0061, fdaa, 853b, 2703, 2685, 065f, 0a90, 069b, cab2, ascaad2014_014r7, a696, 4667, a32f, ce67, 91c9, 79a5, 614f, ba99, e6fa, 5701, 210c, 9ac7, 1236, 3ef3, 4753, d227, a2b6, 9102, bc98, ecaade2015_161n34, 0017, d68c, d2a9, 0525, 2776, e71d, 8724, ecaade2015_21g4, sigradi2016_479dd, ecaade2016_154j42, b689, 14aa, adce, 342f, 1cda, cda2, 1619, 88ab, 5362, 05cf, ba34, f753, db29, 7c58, 82d4, c8f3, 25b0, c0c5, 6543, caadria2015_117v18, acadia16_72c5, ecaade2014_104t23, 0fe1, b5c0, 1022, af4a, caadria2017_056n19, ascaad2014_012b6, acadia14_317x, 2890, 4608, b60a, b4d3, 3882, a5e2, 1a3f, sigradi2015_10.307y20, 4e12, caadria2017_021k8, ecaade2014_108h24, 8bbe, acadia14_153c, bb2b, da1d, 22c3, 70af, 513f, caadria2016_787i33, 84ec, ecaade2015_227s49, 9a00, 9f93, a880, 7cf3, caadria2015_185k27, 9225, 5f4a, 349e, f02c, sigradi2013_386i, acadia15_497r22, 0a3d, 1dee, ecaade2016_ws-dleadk68, 1ee1, fbb5, 7028, 15f5, 6006, e626, a79e, sigradi2013_414v, 484e, aa20, 2da4, ad13, a065, 28e6, 5e60, 772d, 63e4, 58d1, eec3, cc35, 49e5, 14f8, ecaade2016_147o40, 0c9f, ecaade2016_040r10, 38f2, 7ce3, 5f86, ecaade2015_171l36, 5455, 61cd, sigradi2014_047l4, 702e, 7d20, ecaade2015_201z43, 5ac0, 5b38, ecaade2014_016w3, 3193, a9a0, 80a0, e395, b87d, ijac201513303a11, sigradi2014_345z9, c0cf, d665, 75a2, d000, ce75, 36eb, ecaade2015_158g33, 1cea, eef7, ef80, 12e8, acadia16_344h21, sigradi2013_112a, ecaade2014_233i60, 1bdb, ecaade2015_83m16, 75b8, a93f, sigradi2016_654qq, 43c8, sigradi2014_032d2, db6e, deb9, a8bc, 0bbd, 1316, acadia14projects_565l, 2860, 84c5, b770, c18f, 9042, a4b5, 0251, sigradi2013_389o, 3d69, a2b7, ecaade2015_248h56, 05ce, c104, acadia14_311w, ab38, 499b, ee34, fa1e, 0aea, 69e4, sigradi2014_341e8, 7c43, 3ebe, 4c75, sigradi2016_407o, dfc7, ecaade2014_012r2, acadia14_565ag, 200e, 9f00, 7797, 3398, 8ed7, 9c89, 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3835, 042a, 7d68, b617, ff10, a80c, a6c9, 95c5, sigradi2014_197u6, de99, 0d52, 7ba9, 1ea7, caadria2016_651e28, ca4f, ecaade2014_053m13, 3816, ef47, bcb3, acadia14projects_473al, c8f7, ecaade2015_284x61, 0acc, 5fa2, cec5, 6ea7, caadria2016_611v25, c63d, 15e0, 8a0a, 2283, 5ba9, 1c28, 19c6, e9e4, 7939, b442, 623f, 28f3, 61f0, 722d, ecaade2015_144b31, eca2, bc09, d590, d4fb, a22d, 1164, d41c, ecaade2014_035a9, acadia15_211u8, a18c, 6d56, ceb1, c5ed, cac7, 446f, 34ee, b7d9, bdcd, 6461, 44e7, 04c4, sigradi2015_sp_2.112n29, 5e51, f543, 94ec, d4bb, caadria2015_137l22, 4b4b, 73db, 3e61, 3f37, dcec, ecaade2014_176m44, 5462, 04b2, ecaade2015_222f49, caadria2015_032y4, caadria2017_048b16, a57c, sigradi2015_10.309z21, 92dc, sigradi2014_345m8, 99cc, ecaade2016_158j43, ascaad2014_024t5, 5f27, 96db, ecaade2014_066j15, e753, 6a10, aa97, ecaade2014_108f24, c4c8, 5ede, ea1d, caadria2017_147v38, d7ae, 04cf, ffc6, f971, 7aa9, f272, sigradi2013_117n, ce16, 8411, 176e, 3222, b2bc, b279, ecaade2014_240s62, sigradi2013_347, cada, 8196, da8e, f9eb, 8117, 970d, 6ac9, 85f6, 58d5, 1ff3, 14d7, 8de2, caadria2015_030f4, eda8, 6253, 4d83, 8761, b7d0, caadria2016_209z9, d82c, 009e, c6cc, acadia15_483a21, 8777, 34d5, d46d, d8f4, a393, 972e, fd62, 153f, 3257, 79f7, ijac201412204z2, 193f, 75d9, ecde, ed9b, 2662, 1879, 2e6b, 4c36, 744c, ecaade2014_104m23, caadria2017_079w23, ecaade2016_217i55, f620, 3d5c, cfa6, 65f4, 716b, 300f, 3456, a552, sigradi2016_814xx, 9aee, ecaade2015_237w53, 0411, 3231, 0161, dfe2, 44e0, 082c, 2251, 9925, ed82, 32b8, f44c, e506, 483a, f75c, 8eeb, ecaade2016_166h47, 42d3, d6a2, ecaade2015_301b66, sigradi2013_387t, 5fd8, f56c, 5c70, 9b02, 9c58, 387b, 7a97, bc94, 8da9, ecaade2015_35v6, cb11, 56b6, d106, 7809, b0a7, ascaad2016_009k4, 5b2f, 7d3a, be6d, 34bc, 2b24, 8268, d0e8, 63b0, 86a6, 010b, ce8f, d901, fd53, 4fbe, 9e84, bf87, a126, 70df, acadia16_106x7, 6481, 56c8, e9f4, 8241, ecaade2014_138j30, ecaade2015_127d25, 58f0, c89f, 890c, 324a, 7e47, caadria2015_010u1, 116a, 49cd, 911e, 1486, acadia14_317r, 4686, 6303, 7f8b, d4be, a88e, sigradi2016_815oo, 6bed, 9b28, 6587, 8915, sigradi2014_239a9, 5744, 4478, 7d60, ad98, 1882, 7a18, sigradi2015_4.52o6, ecaade2016_140o39, 1416, 5aa4, e00c, d342, 0f2f, 8d86, ecaade2015_79l15, 320f, 9500, 198e, 68a6, 8116, ef28, ecaade2016_032t8, caadria2015_185l27, 1223, 3f9c, cceb, 98a9, 4a8d, d02f, d125, 0222, 1884, 2d15, 2370, 2caa, f32c, edbe, 01d9, 26f2, 9ec6, 380a, sigradi2014_212k7, 3b9f, cac4, acadia15_381t16, b010, ecaade2014_206n53, ea44, 06ab, 7282, 7c20, c791, ff15, 92eb, affc, caadria2016_663l28, 3625, 7fba, 9777, 6d61, 196d, sigradi2013_155h, a6eb, 98b6, 8949, 2818, a866, 43e9, e91c, f947, 9dc6, 0760, 1806, 55b9, e61c, 6040, ecaade2016_224f60, 8dd3, d705, 4fc0, acadia14_291az, c40c, 9198, 1c7d, 2add, d64e, eb1d, 52a7, sigradi2016_732h, 3ae6, caadria2015_208l31, e0fc, 4c98, 6690, acadia14_479n, 2fd4, c5a4, 6d2f, 5f45, 7a14, 744b, 8651, 7c2a, ecaade2015_21m3, ascaad2014_030v8, 344d, acadia14_601x, 9014, f4d2, b062, ecaade2016_047m13, 9a39, 8feb, f093, ecaade2016_162z44, acadia16_98k7, 132b, acadia16_224s14, f1af, d0a3, 7f31, 26bd, ascaad2016_051c21, acadia14_135k, ecaade2014_233n60, acadia16_344o21, 1c50, 4904, ecaade2014_176x43, 5595, 4dbd, 7628, c6c0, 6a52, 1d6b, c178, 6fc7, caadria2017_033p11, 3c42, b2d1, 8c28, 4e6d, 620f, sigradi2015_sp_8.6g30, f868, 726b, cbc5, 6d50, f824, f405, ecaade2016_047o13, ed87, 9ab7, 0eb9, d077, 7369, 3a90, 43f8, 57c0, 2e58, 6198, 7053, dd3e, 0c53, 58ec, 6a60, 201a, 7b92, 8d8a, 3939, fae9, ecaade2015_115x22, 0437, ijac201412205r4, 3ce2, ijac201614104x3, acadia14_75c, 7542, 4e9b, cab0, bb6e, b0df, dd60, 80dc, 6a90, ecaade2016_222u57, 9ac1, 5029, 2903, ef8e, ijac201614101d1, ijac201513203j7, acadia15_243c10, 4900, 86ac, 240f, 399a, 4526, 176b, b640, d56f, 021c, b691, 0772, a614, ecaade2015_18b3, 884b, ecaade2013r_003n2, e1f9, b068, 1deb, ijac201412304x9, acadia14projects_681at, 610a, 9d7b, 60ed, d796, d8dd, 9bf9, acadia14_291i, e68e, ascaad2014_029w7, fdd9, 1a11, 08fb, fe56, d601, 5087, 9c85, d022, b1c5, 887c, f859, d166, 17e4, 45c4, 765b, 5abe, ascaad2016_030h12, bfb7, sigradi2013_364s, acadia14projects_257aa, bdaa, acadia16_244j15, 8ab0, ee32, 467f, af56, 4a66, sigradi2014_169t4, d118, 516f, ecaade2013r_001p1, 01c9, d6fd, 6967, 0948, 2495, 2bd5, caadria2017_074e23, 5650, ijac201614105c5, 44e4, c2bd, 59ff, 2d3b, 5d16, 00f9, sigradi2014_178k5, db33, ijac201412204u2, b956, a963, ecaade2016_068j17, db78, e375, c7e1, f32b, dc8f, caadria2017_005g3, sigradi2013_327u, 8910, 8700, ijac201412403v6, 7f75, 48f7, c6ea, 4fd7, 973b, b2f3, 54c9, fa54, e0c4, 89bc, ecaade2016_136x38, 855f, d04f, 45fa, d8bd, acadia14_601ae, sigradi2015_2.137k1, de32, ecaade2014_224e57, sigradi2016_479aa, 01a0, ecaade2016_198u52, 34dd, 94e4, 04d2, fa57, 8ee8, 54d3, 51ba, acadia14_719r, ecaade2016_136i38, fdb6, ee31, 4f9f, ecaade2016_224h60, ffec, cb25, 43d3, 7ab2, 54f7, 673d, 952e, ecaade2016_097u26, 7107, ascaad2016_009p4, 5635, da78, 3304, 0341, ecaade2016_108s29, acadia15_443z18, 739e, f39e, b1c6, acadia15_371b16, e7d3, d5bf, ecaade2016_bkou65, deb1, acadia15_451y19, sigradi2014_282t3, a117, f5bc, 0a79, 5dec, d238, 26e3, 90dc, afbf, 2bef, c9a2, sigradi2016_382y, db7e, 25da, 0ac3, 5ddd, 07e3, 94cc, 869f, a22a, 9564, 1a41, ecaade2016_198j52, 155b, 0b3b, ea02, e5d4, e41e, acadia14_347ai, 026b, caadria2017_142a37, 1751, 9ded, 1e36, e4f6, fca6, dc9c, acadia15_274k11, 1050, acadia14projects_135u, 4dac, ecaade2016_130r36, 08e0, d784, 7b01, a0cb, b2ee, 67de, 9aa4, 079a, f6dd, 6e13, 255a, 6fa6, 3aa4, sigradi2016_695s, f3ea, fa3d, b1f1, df81, cf63, 967a, cc54, e62c, 8b20, caadria2016_589a25, e746, fae8, b392, ae73, 231f, d100, baf9, 377e, 800d, 521e, 8921, 9673, 7360, sigradi2015_9.141c16, 0b9a, 963d, 6e71, 6b0a, ecaade2015_118w23, sigradi2016_673ff, 711f, ea91, 5d09, 34d7, 8d24, 8a17, c71c, 311f, 50c3, 522f, 3fb0, 495b, 26cb, 9df9, acadia14projects_101at, 471a, 4098, ijac201614405v3, 4878, ecaade2016_223g58, da7d, 9a38, ecaade2014_010r1, f2a1, c7ce, 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caadria2015_114o18, 7d06, 4923, b2a0, e0bb, e2c0, be3f, fa80, ecaade2014_215e55, sigradi2014_048y4, 4491, sigradi2014_345h8, ecaade2015_256d58, ecaade2016_198i52, acadia14_661b, 2e9e, ecaade2014_197j51, 4da2, 08c7, 5f65, 5a30, 311e, 3164, 0e4e, 9244, 4aff, ff23, d5ba, fe46, 06d0, 2b0f, 54a4, fbcd, ijac201614105n5, 91d2, ecaade2015_113j21, 6888, 93f0, 3f24, eba3, 1df3, acadia16_280i17, 2489, 3792, 6b34, ecaade2015_180h39, 598f, 946b, ecaade2015_217l48, a46f, b656, ijac201614407o4, 0923, 085c, 95ad, 1a8c, 044f, f5d2, caadria2017_079e24, 93f6, 620b, c1bf, 26b3, 928d, ae80, sigradi2016_732k, 02e8, e438, 00ba, sigradi2014_176d5, 9bb9, fb39, adcc, a6ac, 5f61, 956b, 01cb, 3a70, 5245, c6cf, fae0, ecaade2016_016e4, 5841, acadia16_424i25, 4149, 42bc, 6b8a, 1683, e182, 72df, e3f0, a786, 2cca, ecaade2016_234a63, caadria2016_703h30, acadia14_479a, 887d, b5e2, 4231, 129c, f9b7, 44a7, ascaad2016_050y20, d658, 4204, bd51, 2094, e144, ed44, ecaade2015_22e5, acadia15_407i17, 2a44, acadia15_95a3, 2d70, 387d, caadria2017_058m20, 3a6c, ccb1, 854a, ijac201614308i5, c91f, cb27, c93a, 434d, sigradi2014_048v4, sigradi2015_3.65p2, bf43, 7483, 7099, caadria2017_048j16, c790, b77e, ascaad2014_010n5, e244, d981, a074, 14c9, beaa, ijac201412404v7, d5d4, c220, 3758, a3d3, 1a12, 1ecb, d8f3, sigradi2016_814yy, 7fec, 591b, 8230, b25f, 4171, 3754, c936, 09d2, 99d8, f5be, fda9, 0624, 7c11, bd46, 676a, 6618, e752, 37c6, acadia16_106f8, a338, 323d, ba0f, 4920, 7e90, ijac201412305c2, 26cd, da6d, 1ec6, b75f, 18d0, 9e67, ecaade2014_014d3, 2f06, 0e25, db01, 6959, 4ee2, 49b5, 6a9e, a473, 5941, 87e9, 7733, sigradi2014_292s4, ecaade2015_15v1, 46dc, 2041, 208c, d22b, e48a, 92a3, 44bb, a270, 2496, e431, 23c5, a73e, 1b78, db1f, 879a, 5dd9, acadia14projects_53p, 3c32, 1bdc, ee90, 3c41, 3cc3, fb22, 91d5, 85d9, b221, e6af, 98dc, 1814, 8b4c, 56aa, 6b6c, 816e, sigradi2015_8.41z10, sigradi2016_690qq, 4ea9, ff88, d5ad, sigradi2014_015g1, 2ac1, 7da2, fd57, d182, 3bbc, 1b54, cb36, 401a, fe2a, caadria2015_203r29, 91da, a6e8, caadria2017_113d30, 32f5, 7832, 542a, fc0d, 627d, 733d, d303, c24d, 9fa2, sigradi2016_685nn, 8608, 9f79, ijac201513104g3, 4bc5, c026, da3a, 6e0b, e7e2, da74, c3e5, 4447, ecaade2015_171x36, 6933, c87f, bd31, caadria2017_028a10, e0a5, ecaade2014_012u2, ccc6, aa11, ecaade2015_64n13, 97d0, 3858, acadia16_382w23, dc7b, c942, 5a02, 942a, ec5a, 9f1c, ascaad2016_054s21, 8307, 24a2, 2628, 1197, 9eaf, 7019, 4d0a, 2fbd, sigradi2015_sp_2.112l29, sigradi2014_082s7, 6b4a, 7149, ea74, acadia14projects_247s, ecaade2014_194c50, 836d, ea46, 713c, 896c, ecaade2015_334s72, 380f, 37ad, 2bc2, 292d, bede, 9770, a035, 19df, f05a, a772, acadia15_323c13, 7e82, f108, 65f1, 986c, e830, sigradi2014_217f8, c35d, 1225, e23a, 8810, ascaad2014_012e6, acadia14_101am, bd4e, 36a6, e176, a890, 4c60, acadia14projects_43af, sigradi2013_342u, acadia14projects_53u, ijac201412201p1, 40be, a27f, dddc, 246b, ijac201513203i7, 9ea5, e8f1, 4c38, a967, 37ea, 9b7a, sigradi2016_407v, 789e, 2b49, ecaade2014_153x36, 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ascaad2014_012n6, da01, 1e4b, 0c01, f159, 9640, e34a, 3779, 3df6, 6d6e, ecaade2016_018x4, 04a5, ac66, 9da2, caadria2016_229y10, 273e, 56b1, 4a43, 7063, acadia16_214g14, 8420, 9390, a5b7, ecaade2014_168u41, a8c4, 5221, 48fa, 4a48, 1289, e41b, acadia16_298g18, d4e0, 8c97, 31ea, 9f39, e8cd, 116f, d77f, 5d08, 43f0, 419d, ecaade2016_077s22, a1f6, 883f, dc23, 5c73, 38b9, 51ae, 6efa, fff4, c69c, 36f4, 4c2b, 00b3, c082, 7079, 8786, 6ec4, acadia15_497i22, e3b1, 833e, cbaf, caadria2016_425b18, 9f7e, ecaade2015_265s58, ae43, fa4b, ijac201412405x8, aa51, 9c91, e5b7, 4602, 21da, d49a, b3fd, 0ccb, ijac201614101e1, a51f, ecaade2016_002i1, f010, sigradi2013_30v, acadia16_54s3, sigradi2015_10.138w18, 05e9, acadia14projects_339af, ecaade2016_190s50, ecaade2016_230a62, 8183, 819c, ecaade2015_248r56, sigradi2014_047n4, bdf4, 79a6, 7d7c, sigradi2016_659y, b946, 433f, b19c, fb04, eb5d, sigradi2015_8.289f15, 6007, c07b, caadria2015_015d3, 2716, db27, sigradi2015_8.339z15, acadia14_281y, 80f3, 9663, 7ad8, 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