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 ddss2008-12
authors Tabak, V.; B. de Vries, J. Dijkstra
year 2008
title Validating an office simulation model using RFIDtechnology
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary This paper presents the validation of an office utilisation model for the research project called “User Simulation of Space Utilisation (USSU)”. The result of this research is a system that can be used for analysing and evaluating the space utilisation of a building for any given organisation. A system for building usage simulation that produces data about activities of members of an organisation can substantially improve the relevance and performance of building simulation tools. This is relevant for engineering domains as well as for architects to evaluate the performance of a building design. For a thorough evaluation of the system an experiment was executed for assessing its predictive quality in the context of a real building, organisation and actual human behaviour; this experiment was executed using RFID technology. The result of the experiment was observed data about the space utilisation of the selected organisation. These data were compared with the space utilisation predicted by the USSU system to evaluate the simulation model. The validation of USSU showed that there were no significant differences between the predicated and observed activity behaviour. As a consequence, the output of USSU is considered to be valid.
keywords Office utilisation simulation, building simulation system, validation, RFID, space utilisation
series DDSS
full text file.pdf (198,086 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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caadria2016_641v27, 8d54, be18, 76c8, cbd0, 5fd2, 2bcf, fff5, 1ae1, 3c5a, 86dd, dab3, 85a6, cec8, 904a, caadria2015_213w32, acadia14projects_177ai, sigradi2015_10.140l19, cbe7, 3018, fa6a, e270, 9ab3, sigradi2016_710dd, 2e53, f938, 324e, 2dda, 93e3, 1485, 123e, a066, ff85, b955, 972b, 8e2f, ecaade2016_213p54, 1d58, 8b46, 8055, c838, 1647, caadria2017_163l40, 8201, ascaad2016_045y18, sigradi2016_690d, ecaade2016_217l55, ascaad2014_007d4, ecaade2015_48j8, a257, a91a, sigradi2015_10.267m20, 7b2e, 01b7, b0c1, 0620, caadria2017_132u35, cb2d, f536, d8ae, 8fa3, 6e6c, ae8a, d35d, 587a, fc17, acadia16_140x9, 45ed, 9478, 5561, a60b, 0281, bcbb, fddb, fe57, 300f, b05a, 023a, f853, 50b4, ed74, f6d0, 3cd0, cf13, acadia14projects_117c, ecaade2015_206g45, 1cce, e172, de8b, 2fea, 7a5b, b33b, f660, 79db, f117, 9df6, 8695, e850, b39a, 9615, ecaade2016_021u5, 81dd, 0b64, 80cf, 0711, cdc6, 6a55, 6dcc, d6af, 6d23, c86c, 9ae0, 3d95, 5666, ascaad2014_012c6, caadria2015_237r35, 8609, b1bc, 2fff, ecaade2014_198s51, 976d, ascaad2016_050y20, acadia14_281r, 5ec9, 3481, sigradi2015_7.203k10, caadria2017_149l39, dcbf, 97cf, 2f67, acadia14projects_579ay, 8a42, acadia14projects_627a, ijac201614305g3, 946c, 6f6b, 50eb, a727, 4fd8, 75c1, e547, ab9f, 8c82, 2c8d, caadria2016_777d33, 9018, sigradi2014_041g3, ecaade2015_127d25, 68a7, 1e21, 45a9, a109, 343a, 1678, c9fc, f8cc, 6f5e, 13e9, 55e9, 4d64, 62e6, sigradi2014_048c5, ecaade2014_030m8, 286f, caadria2017_096b27, d184, sigradi2014_263g1, 2634, 21aa, 5290, 349c, 25e0, abe9, ijac201412405y8, 6b92, 4b9e, ascaad2014_032s9, 12ce, 03d1, e5af, 2529, caadria2016_777b33, abb3, 4a8f, ba16, ecaade2014_024i7, 8f53, f2c2, e207, acadia16_244o15, 5ee0, c2b0, 7366, acadia14_655y, fe4a, ecaade2015_268h59, 573d, ece4, 6c0a, 844a, 8772, 117d, 474d, 8676, 3bcc, 1ad2, 6084, 7afc, e268, acadia14_671y, 6bbb, 95be, 1a19, 64d1, 04f9, 4c07, db8f, b605, df0f, baa3, ac10, 7f0c, 77b6, 598c, sigradi2014_266l2, 6a00, f4cb, 1488, 09ef, caadria2017_070t22, 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ijac201614308k5, ecaade2016_ws-dleadc68, 0d6d, acadia14projects_101r, ijac201614207e12, f9a1, 50fb, ecaade2016_tkoy66, 7233, d7dd, 5e03, bb26, ecaade2014_015v3, caadria2015_208u30, 3527, a0f8, 5431, 7bd8, 1fac, 8e3e, ecaade2016_067g17, a847, edc8, acadia14_463m, dc3d, bf3d, e819, 177b, ecaade2014_122w27, sigradi2015_8.47g11, 959a, ascaad2016_005f3, c8ba, 5504, ecaade2016_077x22, ecaade2014_010i1, 2431, ae83, 0982, ecaade2016_154v42, 3663, f31d, a5f8, 78a2, ecaade2014_130z28, d1ab, c5bf, ijac201614306a4, 1087, f756, ecaade2015_17z2, 74de, 7105, ascaad2016_038g15, 567e, 59d4, 45ea, caadria2017_163n40, 4691, bc2e, 64f2, b4ff, ecaade2014_018r4, 813c, 6c3c, 7dbc, ecaade2015_13s1, 8922, ecaade2016_243u64, 7372, 139b, da25, f176, fa11, ecaade2015_103p20, ecaade2016_239w63, acadia14projects_145r, 7e06, 6e84, ecaade2015_271a60, a8be, d033, d85d, 92eb, acadia15_343n14, 7a70, 3ee3, acbe, ecaade2015_233c53, aa18, ae3c, ecaade2016_144n40, sigradi2015_4.219s6, ijac201614204c10, acadia14_691as, 858e, 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51df, 5518, b1e3, ecaade2014_163h40, 9d09, 2262, 9587, sigradi2013_212t, a890, ecaade2014_180y44, 5d44, f362, 60e4, 8d68, 81bc, f056, 34b7, fcbb, 97c0, d8a4, 4f78, facf, e2d9, 6695, aa0e, 948d, 5dfc, ijac201513201p5, ijac201412304v9, 8838, 2b06, ascaad2016_023a10, 11d9, a98d, b49a, 00cc, 0538, cd01, dfa9, 3c6d, b000, ecaade2016_113d31, 23ab, 4b16, 1005, 40bf, f724, caadria2016_023m2, c38e, 24e0, 9ea8, 5b76, 8082, 508f, 2662, 6c76, 033e, 5919, 083f, 56a8, acadia14projects_435ao, ecaade2016_225r60, b110, a4b6, 5c5a, 118a, 134c, sigradi2014_239g9, 40d2, 80bc, 7ce7, 909c, 1cb6, cc6f, 4f8c, a6c5, 85f2, de12, 9dcc, ed7e, caadria2016_621p26, eea8, 53d6, 3847, b324, 83e4, acadia14_479ay, caadria2015_031s4, 6895, dd74, ecaade2015_227i50, 840b, bd6b, 0d4c, e7cd, 2167, da55, 7616, caadria2017_134x35, eac0, 0b03, sigradi2015_10.140p19, acadia16_414a25, e7db, b4e8, 245d, 0ca3, acadia15_443y18, ascaad2014_005l3, acadia14_375a, 7898, 01f2, 0c09, b327, caadria2016_819x34, a67e, 44c6, cff2, 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ecaade2016_144m40, 5424, 14ca, 8b1e, 9c17, a3c2, f859, 489b, 45b9, cfdb, af87, ecaade2015_129k25, 4514, d020, 7a3f, 1783, 6b7a, 99fc, 18da, acadia14projects_301g, 151b, 562c, 5214, 01a4, 8532, e344, ijac201513206t8, 38e2, 2938, aab5, 07e9, a647, 44d8, 0d07, acadia16_98j7, fdf0, c22b, 00e3, acadia15_57a2, 5085, 9c5b, 8699, fadb, d2f9, cdd4, dfcb, caadria2015_023b4, 0d0c, f24f, ecaade2016_241d64, acadia14_647ay, 04ce, b130, cdd9, b2ca, sigradi2015_12.215s27, c074, sigradi2016_417oo, acadia14_267g, ecaade2016_068b18, 22f4, c2c2, ecaade2014_186w46, 7162, 8472, acadia16_362v22, ea12, 565e, 4825, 2b1b, sigradi2013_311i, sigradi2013_54n, acadia15_211y8, 0e97, 93ee, b09d, 7c46, cfed, bfed, b656, 98da, 26bf, f323, d072, 2e25, 5932, e46a, e39e, 9d6a, 7ab1, ed7a, ecaade2016_067i17, 23b8, b81c, sigradi2016_602qq, c3b8, ce20, ascaad2014_026v6, c9b4, e9e7, dff4, 328a, d887, 0643, ff5c, 534f, 58eb, sigradi2015_3.370y5, b1e2, b863, cce9, f7d6, cf6f, 2cb8, sigradi2015_10.378d23, 427d, 1ac4, 6983, ca82, 7554, 0dfc, 0e57, sigradi2016_448v, c703, dc13, 3df2, 812a, 5cad, abcf, 9465, c59a, f3d8, ecaade2014_224w56, ijac201412408w1, 64de, 31a7, 8350, 6061, 8c08, ecaade2016_072n20, 0057, edd8, 6054, dd76, 56c0, 4f97, f70e, c2ae, acb4, e0a4, 15de, ascaad2014_011y5, 5140, e1e9, 030b, b8e5, 352a, ecaade2014_186z47, f8b5, c77c, 4ecd, ecaade2014_192d49, 3852, ecaade2016_099l27, e8ea, aa00, 5b05, e78e, f63c, 4467, 24d5, 5483, ecaade2016_mrtd66, fac0, 81eb, 477e, be5b, cfbe, ijac201614405s3, 36ee, e557, caadria2016_487l20, 0d56, 1a66, fbf6, aa94, 4071, c7a3, 4463, 500000000, af05, 8a63, 8576, f85c, e36a, sigradi2014_128f1, 449c, 0032, fe09, 955e, a026, d8af, 6088, 9907, caadria2017_105l28, 4821, c8e3, 8d66, 7590, 4eb5, d1d8, a31a, 4837, 3812, bd04, eec4, 0616, 5e5a, 7bc5, 79a8, 2323, b5a1, 0fcf, fdc5, ijac201412407w9, e135, 25d4, e5e2, add4, d606, 6ffa, 8eb7, 0b58, 15a5, 53f2, 0d42, f041, 2e8f, acadia14_365af, 9b6a, b4bf, 18d0, 2d7b, 4998, 5035, ea0b, 3b8e, d663, 820f, 7053, 2fe9, f18f, d54a, d914, 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ijac201412301o5, 953e, 9979, f5f2, 7c70, 08fc, 5d92, 2f83, acadia14projects_115al, sigradi2016_507tt, d9a6, 3a5c, e7ae, 3103, ecaade2016_074k21, 8bf9, sigradi2015_8.186z12, 0de3, d031, 6e7d, sigradi2015_12.297m28, sigradi2013_337h, acadia14_75a, ijac201614303h2, 3084, 02eb, 1d91, 295f, 5bb2, af91, 4288, d150, cd19, ef34, ijac201614104a4, 044a, ecaade2014_112a26, b7bd, b213, af6f, 6fa6, a005, ef45, caadria2016_559x23, 368d, ecaade2014_111c25, fc34, 480f, 5c40, f395, f2c0, ecaade2015_158z33, ecaade2016_118b32, ecaade2014_096x22, 9bba, 2547, 74ca, 5d90, e2e2, caadria2016_457m19, a9a6, 0e5e, 399c, 8edc, 1146, 09d2, 4fdc, caadria2017_047x14, ecaade2014_038t9, ecaade2016_223g59, 6884, 6bd0, ecaade2014_020r5, c99c, 1a59, ae2e, 3885, 65b2, caadria2017_070r22, 0e3a, b8de, ascaad2016_014k6, e39f, 12a8, caadria2015_164a25, 337c, 1247, 6a5b, 9d0e, 66cd, 7489, f26b, 8bb2, a00a, eabe, b334, e012, 6eea, ecaade2014_109r24, f8e4, 48f6, 7a7c, 436d, ecaade2015_18i3, caadria2015_111i17, caadria2017_016d6, acadia16_116s8, d162, ecaade2016_237d63, e2fb, a81f, 99b1, 76a5, b547, acadia14_339ab, 1871, 1972, sigradi2014_074p6, 7944, b035, d458, efcb, a9fb, 57ea, 3114, sigradi2016_561ee, ijac201412402k5, ijac201614405x3, b5a9, 49fa, ecaade2015_101i20, db51, 9624, 75f7, 0d2e, acadia14projects_229m, 3566, 1baa, sigradi2016_599pp, fef8, 6724, 13bb, a91b, 6a22, 8f99, 93ab, 4bde, 85aa, 708b, 3a4f, 1a8b, a839, 0c1e, c99d, 41ca, 80eb, 18aa, 6496, ijac201412401u3, 825f, 8828, 4aa5, 5e7f, 0315, f9aa, 1bcb, 9d28, 413d, 95c5, 55fe, ecaade2014_024l7, 5fed, 8cac, fcaa, 6761, e731, 1d0a, 3918, 1411, e706, 0a35, ac42, caadria2017_079u23, 702a, c867, sigradi2016_492pp, 700a, 0fb4, sigradi2016_817b, df1a, bb13, 5023, ce21, 8cca, f405, 2f78, 18d6, e7f0, 9e0e, 2669, d876, acadia14projects_619ag, f101, ecaade2016_ws-dleadb68, caadria2017_142s37, 6853, c728, caadria2016_851c36, c771, 774c, c181, ee01, 5fc0, f998, 267f, 3113, acadia16_72d5, 5bed, c202, a39f, caadria2017_001b1, df8e, a24c, 504d, bc1b, 2e1e, d832, 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89c8, 0dde, dc1d, 68d9, 3364, 1238, ecaade2016_063l15, b49f, 55a1, ecaade2016_ws-afuturel67, 3a91, 7161, 36bf, 3577, 0570, ecaade2014_186l47, bd2c, 5ecd, 5494, 7af0, 5aea, 8a5a, 221d, dcf3, c623, ijac201412402m4, e77b, 826b, 3f98, 6d83, 1915, 4ac5, 3d37, 44f6, d78d, 4761, e989, ecaade2015_301a66, 1734, 6499, b423, sigradi2016_448w, 00d5, e2bb, 25fc, d478, f2bd, 6d6c, 2681, b399, 1028, 1b20, b584, sigradi2015_sp_8.284m30, 7ca9, 4802, 7470, 1a24, caadria2015_087p13, d75e, 83f8, 2c5c, b769, 7f3d, 9ada, dff9, cf8b, fb4e, c764, ascaad2016_018p7, ascaad2016_022b9, 4d97, e59a, fc13, e398, ecaade2015_100v19, f5d6, ecaade2016_067n16, ecaade2016_067x16, a88c, ecaade2014_225f58, 8c5f, a57e, caadria2015_016g3, caadria2016_745y31, d0db, 5eed, 9fef, ecaade2016_123d34, 5e8e, sigradi2015_11.136v24, sigradi2016_602h, a8d2, 3ed6, acadia14projects_135i, 3603, d4ed, 0caa, 83df, 8bf3, b3e1, c76c, d053, 27a7, 5355, 6743, 75c4, 7a98, sigradi2016_383jj, ecd5, 3956, sigradi2015_3.9b2, acadia14projects_487i, ecaade2013r_003n2, 88e5, ac86, a192, 769e, 308b, a7b6, 6deb, b151, 416e, 331f, 7b08, f383, 05c2, c7b6, d4f0, 26fd, acadia14_589d, c858, ecaade2015_127x24, 2f96, 8579, 7ea8, sigradi2016_655h, 96f3, 1120, 5dde, 00e5, acadia14_247s, c3ec, ascaad2016_045i18, b404, cceb, 3b82, 873b, acadia14projects_479az, ecaade2016_075w21, 1847, 629c, 61bb, acadia16_450r26, 556f, acadia14_247p, 1cd6, 6ffd, acadia14_23z, 1b18, 6c12, 86ea, b544, ab8b, 9598, ecaade2014_085f20, ijac201614308h5, ecaade2016_042m11, ascaad2016_009m4, dd91, 832e, 5b07, ijac201412206b5, 190c, a145, ijac201513303u10, cc19, a07e, c918, 1fff, 47b0, 04e5, e6d3, ijac201412403g6, ecaade2016_015v3, 61a3, caadria2017_125z33, 4ab2, 220e, sigradi2015_12.107g27, a1b3, 7477, 2910, ef74, c334, ecaade2013r_006t4, 53a6, caadria2015_126s20, 0101, 9fb8, 89a9, d25e, adad, 4d9a, ecaade2014_112e26, 399e, acadia14_357a, 34e2, 492f, f86a, 14a5, 5a42, 413a, 456a, fb37, 6feb, e17b, f457, e271, 64ec, 633b, 5780, 5f86, acadia14projects_219az, ascaad2014_017l1, 5ee9, 390f, 4505, ascaad2014_014j8, 1f43, sigradi2015_10.7e18, 8daf, 87b5, 778d, sigradi2015_8.186u12, 495a, 0d93, 8580, df04, 3981, 2672, 628c, caadria2017_015v5, 6f1f, 25a0, 1fce, a50e, 6944, 668a, 0a44, 5e7c, caadria2017_155o39, 9878, ecaade2015_273h60, 2800, 69aa, ijac201513306b13, b7fc, b26c, 26e6, deed, ecaade2014_080d19, 7ef0, caadria2016_819u34, sigradi2016_615q, 8f2f, f3b8, cba2, 189a, 9ff4, cabd, ec12, 000a, 2053, ac05, 3723, sigradi2013_400u, 46d8, 7570, f332, 6784, 6174, 43a3, 8bfd, 4db7, ijac201412408y2, 7255, ee42, c37c, 3652, bfa1, a929, 9a6b, ecaade2015_22z4, 0577, 2685, 03be, a6d1, 79d7, ijac201513303y10, b072, ecaade2016_190t50, 3ed5, 78e4, 0afa, e746, caadria2015_124x19, e73e, 5ada, 754c, 85a3, caadria2016_851r35, 1713, f0f6, b336, caadria2017_107v28, c84e, 1808, 06db, 7041, 9695, acadia14_43ak, c9ae, c875, acadia14_23af, 4add, bade, ecaade2016_221x56, c45b, dfe3, 6df2, 08c2, 7433, f9dc, 735e, 5be9, acadia14projects_445aj, sigradi2013_387c, 5d51, 9eb1, ebf1, 8fac, 11ce, 51e3, d84f, 14ae, 968a, 38b7, caadria2017_107p28, 2e05, 105d, 6bb5, 9d66, ecaade2014_224w57, 47f7, ecaade2013r_013u7, e8e5, b9c6, b204, acadia16_344p20, 45a2, acadia14_589c, 149d, 53b9, 4a35, 6a0a, bd4c, 7894, bc96, dacc, b39f, 39ac, 2deb, 3fa7, ascaad2014_014r7, 5db6, acadia14_339am, 109e, 99e9, 97ed, 27e9, ecaade2016_230a62, caadria2015_156j24, 630a, sigradi2015_3.345z5, 6bb0, ecaade2015_48z7, 6bb2, sigradi2015_8.189o13, 9439, e9ae, fc0d, ab29, acadia16_382z23, f6bd, ecaade2015_287p63, ecaade2014_066s15, 2413, 4304, ecaade2014_023m6, e688, ijac201614103t3, 7dac, ecaade2015_250c57, 7665, 76d7, f639, a6a9, 8867, ecaade2014_014z2, caadria2017_051y16, 33dd, ac76, d054, caadria2016_517v21, fba3, 1a7a, 1fde, ascaad2016_057k22, ecaade2013r_014g8, 5437, 564b, acadia16_106v7, 664a, e5d8, d350, f6c5, 9d71, 9a0c, bc72, ecaade2016_210d54, caadria2016_797y33, 44ad, 134e, f8fb, 1bd3, 6f57, ascaad2016_017b7, 4d43, 11c0, e441, dca1, 6fd8, fb78, a7f0, acadia16_98u7, 0c9d, 0f9b, e453, caadria2017_017i7, 6767, f52f, c5d3, 5455, ed82, dee0, c075, 2109, 66a1, 346f, 9c23, 070b, 641d, 9572, c19f, eb9d, 9f2a, adb8, 6fec, cdb4, 532d, 78a4, 82f9, 6def, 4758, ceac, 0af1, 1ea0, 7dc8, 5533, 3c47, 49e7, 88b8, c26c, sigradi2015_6.387u9, 0677, 41ed, 11a4, 59e5, e7ed, 5c05, e98c, a644, 8104, d442, c46d, ecaade2016_123b34, 20f7, 0bb5, 199d, 73fa, dea5, b6a6, db81, 4a1a, 2ae1, cfc3, 91cd, sigradi2015_8.264z14, 4b90, 298a, 41cd, 3aba, d819, 9d44, e7e1, 49ed, b346, 6f67, 92ef, 48d4, sigradi2014_172x4, 6191, 7f4f, sigradi2013_390u, 9636, 70aa, caadria2017_190k45, e217, 117b, 9c0b, 74d0, 295c, d686, 343b, 91a5, c228, 160b, sigradi2013_183c, 75ea, be34, 2f5a, f93d, f5de, e1f4, 2510, c4ef, 2af5, eb94, ecaade2016_230r62, ad09, bfc6, 269e, b64c, eb22, ee83, 92ea, 53d3, caadria2017_074n23, 6119, 630e, caadria2015_208f31, sigradi2016_446a, bc5f, acadia14projects_111o, edd6, caadria2015_162x24, ac12, bb05, 9259, 5736, 0abb, e025, caadria2017_185p44, ecaade2013r_009e6, ecaade2015_17s2, caadria2016_517u21, ecaade2014_024j7, caadria2015_203k29, 152a, 2741, caadria2016_569e24, 9187, f478, 1e9b, sigradi2014_108c9, 5074, ecaade2015_177c38, 5991, f883, 0da5, 4587, c224, ffab, b44d, 95f2, d7b8, 10f6, 4476, b8a1, 9b9e, 6231, debc, 9b8b, d3f8, 1c91, sigradi2016_484vv, ecaade2014_123g28, cebe, 363c, 46a3, 7208, 0c74, 8720, sigradi2016_611s, 0c06, 50a6, dfb2, 083d, 7f1c, 3de8, acadia16_124g9, cb6e, 1a10, 5bab, caadria2016_033x2, ecaade2016_140i39, acadia14projects_347am, edfb, caadria2017_079y23, b4ef, 3ec6, bdd3, 74b7, c5da, 6a71, 4dd3, ecaade2014_072m18, 9da9, 4e8e, 8bc2, 0c8b, bb61, 22c8, d060, 9144, e9c2, acadia14_719h, b6ec, 09a0, sigradi2015_11.166c26, bc69, cccb, a919, 6f32, acadia14_347at, 5aa0, acadia14projects_661b, edc4, 43e9, 34ff, 55d3, fbe7, e7b2, 2885, d341, 829f, 35c3, e893, 0f09, ecaade2014_226f59, e8b2, sigradi2014_045a4, aab1, acadia14projects_291an, 0dbd, 9d62, 5cc0, bb06, ac0f, 0c43, a1ba, c654, sigradi2016_490y, 39c0, e779, ijac201412302l7, 1e2f, 159b, 24b9, 81fb, ijac201614303s2, 132d, 9b6f, 9b8d, 665a, 5a54, 29d8, caadria2017_105j28, 3d0d, 6f56, 880b, 5bf1, sigradi2015_7.203j10, acadia14projects_579e, caadria2017_046m14, 34ba, f55a, ascaad2016_010d5, 94f9, 5d2b, e43f, 82ab, 4b70, b447, 5548, acadia14projects_177s, b66a, b15d, 7faa, ecaade2015_201v43, 2eda, ijac201513203b7, ae0d, 4a6b, 1e26, 128e, b08b, c52b, acadia14projects_445ae, cedc, sigradi2013_248c, 05bc, 5c4b, sigradi2013_101k, 011e, 2461, 5d5f, a215, 12b7, acadia14_589b, 81db, 02ff, 12e2, sigradi2015_9.141i16, sigradi2014_289j4, 35f4, e4f4, ecaade2016_099k27, fab7, f452, 209b, b6ae, d8f3, caadria2017_002l1, e8c3, baba, sigradi2014_281e3, 24bc, b0dc, 6d4e, ecaade2016_071a19, sigradi2014_151n3, 8070, 86d5, acadia16_184k12, bf0f, e5fa, acadia14projects_347ai, 1923, 4011, 6541, d808, bee6, acadia15_95n3, ascaad2016_028k11, caadria2017_008a4, 3c36, ecaade2014_206u53, 8ccc, 0714, ecaade2016_028m8, 2d31, 67ff, 1078, ijac201614202l8, 3d31, sigradi2015_3.268e5, 6a11, 5d04, 5eb3, f40b, 69a1, 5ce9, sigradi2015_3.65n2, 59bf, 3bec, 7925, afd2, 5efc, caadria2016_477u19, 9c50, b69f, 353f, 0acb, 3d45, sigradi2016_484g, 7a11, 2b6b, a75a, caadria2017_123i32, ea7f, 3b0c, 8547, 30ba, e25c, ascaad2016_010a5, b79b, ascaad2016_044v17, sigradi2013_117j, 65c6, 4021, ecaade2014_196e51, 889d, 2303, 0bcd, 0336, 6faf, 01e6, 932b, acadia14projects_619aa, ijac201614208e13, sigradi2015_13.316b29, efef, caadria2017_015j5, 09ce, ascaad2016_043m17, ijac201614208w13, 21f1, a735, acadia15_195z7, caadria2015_004i1, ed50, 2b3f, 14fd, ijac201513206r9, aa70, d4eb, 408f, fa92, 2324, 9edd, 13f5, 1ac5, e435, bdb3, 6f6f, d92c, 7c10, 947d, acadia16_62z4, c7b0, e074, ef18, aed4, sigradi2013_400p, sigradi2014_042t3, e4d7, 960a, b94d, c944, e306, 302b, 7b4d, 0f27, e25b, 870b, 26ec, 74f6, 4ed9, sigradi2016_642jj, acadia14projects_719r, c02c, 1004, 0b57, c343, 49a4, ascaad2014_014t7, sigradi2014_273p2, 78ba, ecaade2015_229g51, 3905, d800, 9f4c, caadria2015_086f13, 300b, caadria2016_673w28, 42bc, 8820, 5191, ecaade2014_085j20, ijac201614104c4, 9bb0, aa47, ijac201614201x6, e01b, 1f1c, 18b1, 5bfa, acadia14_145n, sigradi2013_217, a6fb, 4ff8, 7f46, acadia14projects_463m, 8bc0, d1e7, sigradi2015_3.65u2, a3a9, ddfe, 4b87, 87e7, 4604, 282a, 5969, 6db9, 89be, e94a, ec2e, 21b5, a12f, d3ee, aef3, 868d, b4ab, 682d, ff70, 5210, c9ef, ecaade2016_223f59, ae17, 9a89, ijac201614204w9, 6da1, caadria2015_090v14, e0a6, 2225, 3551, 9cb4, d283, 16d9, 2aaa, 4ddf, sigradi2015_2.137l1, 8a6b, 95ed, 232f, 231e, 109b, fd98, 04bb, 1b9e, 57d8, 42da, 3d24, 3235, ascaad2014_004k2, 3dbb, c75a, 6f1a, 5432, acadia14projects_619ae, 0b36, ascaad2016_016t6, 5f5d, 5ae6, ecaade2015_48d8, d40f, sigradi2015_8.41v10, c3f0, 7455, a1de, 537c, c345, 2b84, 0bcc, sigradi2016_817k, ddad, sigradi2013_358, 9cac, 4b8f, defb, sigradi2015_3.221t4, ab67, 56ad, b34a, 11d7, 7456, c792, caadria2016_851n36, sigradi2015_10.377r22, 5c0f, 9701, d502, 0590, 833f, acadia15_123o4, 4b07, 41de, eacc, 86c8, bbb9, 41d5, e0ee, d81e, ecaade2014_141i32, 5c3a, caadria2016_477g20, ecaade2015_206l45, 0182, ecaade2014_192g49, 5a89, sigradi2016_714pp, 91af, c0dc, ecaade2015_314f68, caadria2017_035u11, 96c5, 4671, 70c6, acadia14_339aw, d598, c5a8, c13e, 7b94, 7af4, 7d08, c9dc, sigradi2016_356g, 87c0, 2e46, 4263, 90d5, bbde, a302, f292, ijac201614204a10, 9426, 0d80, fb06, 27b5, 163f, ddc7, 00fe, 6cbd, cf92, 9992, fe26, f0b5, 8770, 1183, ac69, c71b, 9705, 6037, 3647, 3173, 2740, 52f1, sigradi2016_448gg, c8c0, ff78, ecaade2014_015x3, fd5c, 09a6, ecaade2015_122j24, f398, 29ba, d634, 9029, c263, 861f, a52f, db0a, fcd9, 99e8, 7a2c, 6e66, c923, sigradi2015_10.177w19, edf0, 3cbc, a989, ecaade2016_213s54, f295, 1651, d8bb, 3276, fe56, 1121, bcab, sigradi2016_710bb, 8f40, ecaade2015_215i47, 2d21, 15eb, 8c69, e696, e5a7, 20d2, 44eb, caadria2015_014s2, ecaade2014_149z34, 838b, 860b, c3d6, 43ec, cfbd, cc7e, 83da, 9856, b507, 6f1e, 8278, 5ec5, acadia14projects_43at, 7db1, 2ec6, e821, 3a01, 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374d, 2099, 4e49, 5aec, 7130, f87e, c493, 4abe, 1108, 3ae0, f5d4, 8613, sigradi2015_sp_10.179j31, 1a15, acadia14projects_23w, sigradi2015_6.151d8, ijac201614201y5, 410f, 0885, 0b2b, a388, e301, acadia16_130o9, 260d, acadia15_407x17, e49b, 0601, ee9c, 71f5, a2c2, e54d, 8273, 6dbb, ecaade2013r_005n4, ecaade2015_225h49, 654f, 4689, ecaade2015_114l22, cbcb, d0a7, c830, bbb4, 5ae9, 26bd, 7516, c482, 3c3b, 4931, 1ebc, acadia16_344l21, 28e1, 31f7, 0002, ea7d, caadria2017_016x6, f11d, 089e, 7a44, acadia15_161d6, 420d, b735, 9305, 3714, 7bf9, 2ba1, a3b3, 84c7, c367, f5e2, ecaade2016_099h27, caae, ecaade2014_010t1, 202d, sigradi2015_sp_8.6e30, caadria2015_032y4, 2de3, 7eec, dff8, 7216, c53c, 9350, ec7d, 36c1, 2811, 83ce, ecaade2015_138g29, caadria2016_601c25, db61, 5e8d, 0cec, ecaade2016_167r47, 9c34, b40a, dd85, 8e0e, 165b, 4929, 7f24, 22c4, 018d, 1740, 5774, acadia14_497x, 3545, sigradi2015_3.65v2, sigradi2015_11.136u24, 838e, ascaad2014_035u1, 4593, acadia15_483o21, 15b6, ecaade2015_229y51, 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cfd8, b586, 818e, ecaade2015_127f25, ecaade2014_195k50, 11c8, 5e0c, 6f46, aa8b, 67e4, d97d, 97bb, f2b5, ecaade2015_138b28, 28a6, sigradi2014_048b5, 9b9f, 7d69, a993, 2dde, ff01, 39df, 6d29, c460, ijac201513102a2, 8a74, 28c1, acadia16_424f25, 2de2, c6be, 4c56, 7e92, ascaad2016_028m11, ecaade2013r_009n6, b6db, 4354, 169f, 691d, 0673, a224, acadia14projects_103af, 75c0, 2dc4, 0f53, 853f, eed8, caadria2015_087d14, caadria2016_353u15, 6d1e, dee9, 74ff, caadria2016_003l1, a9d8, a529, 5925, sigradi2016_781c, 1feb, caadria2017_107n28, f645, d4c8, 9ba9, d1d1, 4f4b, 1da6, 992b, e305, 4be0, ecaade2014_016e4, a0a0, 9c19, ecaade2015_138w28, 574d, c5aa, ecaade2016_198h52, 8bb6, b051, bbe7, 6d12, b66d, caadria2015_139f23, d60c, 7329, f338, ecaade2016_217n55, faa8, acadia16_308p18, 228e, 54f4, c029, 316d, f9ca, f232, ba05, ecaade2013r_001a1, e4e6, sigradi2014_036p2, 3217, 3b87, 4f32, 501d, 7dae, db4f, 936d, fb8b, aa01, 6330, f4f4, 2256, 6302, ca1d, 41b3, 9fb6, 7655, a79e, sigradi2014_080n7, a056, c5be, 3d79, cdd5, e1c8, c600, 8131, acadia14_389f, 25c3, acadia14projects_83ad, d7e3, 061d, 0586, fe99, ddac, 20ca, ecaade2013r_004s3, 05a8, 0f07, 54ee, f019, ecaade2014_195v50, 4efd, caadria2015_099p15, e552, 0610, 9790, 81b2, ascaad2014_014h8, 988d, faad, caadria2015_188w27, 1c2b, 370d, caadria2015_073t10, c9ad, ccee, b79c, 1bb7, cc5c, 37ea, acadia14projects_333au, ac88, d414, 9d53, 38b5, ecaade2016_190z50, 4ff4, 38ac, acadia14_463ax, 646f, 3281, e88c, 5f06, 9176, acadia14_237at, 3d1c, eb6b, 7f3e, a9d3, 76ed, 8a09, a5ad, ijac201614303p2, ce8e, caadria2015_137l22, 69c5, 7c54, 4c0d, 1025, 8878, 4174, 57f8, fcf0, ad98, f2bb, ecaade2015_130k26, 2ecd, ijac201614308o5, ecaade2014_168o41, de31, 305e, 1a57, 571e, acadia14_445aj, ijac201412205m4, 8983, 7769, 5a19, caadria2015_048n5, sigradi2016_686vv, 2364, 9c0f, 115b, a8ad, 6f00, ebbe, ecaade2015_113r21, sigradi2015_2.162s1, d252, 0685, ecaade2016_118s31, a712, caadria2017_132o35, caadria2016_683o29, 3b06, cc32, 82ba, a809, fb15, acadia15_173z6, 5c36, ae1c, c4a1, 012b, 5188, d48a, 9b27, e883, ecaade2014_145f33, ecaade2015_307p67, dc2b, acadia14projects_301i, e0ff, 9659, ijac201412204t2, f78e, 0958, 5da8, 10e9, 75f6, 88bd, bcea, acadia14_435ak, 09c3, 345d, a7ac, c65e, b70f, 9fe8, 26ee, fae4, ecaade2016_099i27, 749a, eaa4, 9469, d043, ab24, c72b, ecaade2015_61p12, 9c89, acadia14projects_189al, 888a, 110d, acadia14_327c, 2f1d, cebf, 142b, c968, sigradi2016_814e, 6e5c, bc48, acadia14projects_63ar, sigradi2013_326h, 50b1, cb0f, 133b, 7dfb, 497f, 0187, f431, f221, 1caa, 8897, 1bf3, caadria2016_343n15, 2769, a5a0, f3a3, 3549, f227, 282c, ijac201513203l7, 2c5a, 9a22, 7350, 347e, aa41, ecaade2015_250g57, 797b, a848, 6cc9, e35a, 4be5, 3dd5, 9d16, 9549, acadia14projects_153a, dccf, 51c9, 9a65, caadria2016_187x8, f9b1, 9f1a, 6523, 95b1, ecaade2015_152x31, 90e4, 316f, e556, 88a4, d441, d7af, 4c1e, c2d8, 3990, 61d2, sigradi2016_450tt, d477, acadia16_424j25, ecaade2014_057s14, ecaade2016_154e42, 712e, 136e, 8e39, b695, aa29, 912e, 137f, 4774, c572, 7b9c, a7b5, b2d9, 5f82, sigradi2014_213v7, c7dd, f1a1, efb1, acadia16_372h23, a4a7, ecaade2015_297d65, e88d, b4ee, ab70, ee4c, 11fe, d884, a814, 5382, b8ee, 0bce, 924c, 2846, ba03, 5e02, 15d0, 12c6, 9bfd, cf0d, e591, f706, 5327, f129, ecaade2016_197x51, 0b08, 0a89, 3a53, b9bc, feca, ca53, 1917, sigradi2013_100d, ecaade2016_037z9, 8b6a, 3cb7, 811a, 4b86, 6d70, dc27, eaf6, c9a5, ecaade2015_195f41, 6baa, b280, 9b57, 9bec, 2a82, 4e7e, sigradi2014_281k3, 2af8, 1c53, ecaade2013r_004x3, 248f, c8d8, ecaade2015_81n15, 49b5, 7832, ecaade2014_215b55, caadria2016_611j26, d241, 387a, sigradi2015_sp_4.275u29, caadria2015_185o27, bc13, ecaade2015_55s10, 4012, d9ce, 1776, 945e, 16ac, 041b, 7bcf, caadria2016_589b25, e014, 66a5, c847, 5828, ijac201513102w1, ecaade2016_144l40, 8ff2, eb1a, fa55, bbbd, ecaade2015_83i16, a6f3, 92bc, ecaade2014_113z26, f834, 20bf, ecaade2015_138r29, eb01, 42d1, caadria2016_311x13, f2ae, 229e, e80a, 65ba, 7c0a, 1a2d, ecaade2016_182n49, d42d, 0b3f, ecaade2014_198k51, ecaade2016_023j6, c3fd, 805d, 4e29, 72b8, 4685, 5db5, e080, b3a0, ijac201412407e1, eb27, 0580, ecaade2016_170s48, d942, caadria2015_185n27, 581f, 46b0, 8fd7, sigradi2013_32n, 9f09, 999c, 1d59, a61e, ecaade2014_199x51, dcd7, 304f, 0100, d1b7, e671, ecaade2015_229h51, ef8b, b2a2, 77d1, 0619, a962, dbde, 51e1, ascaad2016_003v1, aae1, cc5a, 0ac5, 65ea, bc52, 13c1, 47e2, 28ac, 4b03, c63d, 215b, 6948, ecaade2016_132s37, ecaade2014_053o13, 3af0, ijac201412403u5, 49c3, de0f, 07ad, 422c, ecaade2015_196d42, b944, 1381, 0b05, d907, 3c7c, fb36, c9b1, 6435, 7b25, 7845, ecf4, 1b36, 6562, e14d, 521f, 20d8, 04be, b85c, a721, 53a0, e8bd, 8ef9, ecaade2016_105b29, 3606, 773f, d760, ecaade2015_180m38, 57c6, sigradi2013_386u, 1d15, f188, 22f6, acadia14projects_719o, 06a4, 547a, 5cc4, 650d, 116c, f4f0, f7fd, ecaade2016_241g64, d681, acadia16_34g3, bdbe, 5359, acadia14projects_145ad, 6ea7, d6e9, 2eaa, 79cc, 7063, f76d, ecaade2014_060y14, d9bc, 1cdd, caadria2017_009w4, 26e4, b8d8, 7e52, 983d, a7a1, 0c27, ecaade2015_176x37, 7cab, ecaade2015_314h68, ecaade2014_215y54, b71a, 10fa, ded8, 6be6, 7198, 7e7e, 4956, 3708, ae9a, ecaade2015_225m49, caadria2017_185z44, 3407, 460a, 0fea, caadria2017_041s12, 00be, b1af, ecaade2015_173j37, ecaade2014_009b1, 9736, d877, 4693, e02f, acadia15_357p15, 81c3, 8253, c8b5, 012e, d459, 35b3, ecaade2014_141j32, 0a74, 52ec, 537e, 4c95, ascaad2014_026f7, b866, fa3c, acadia16_478v27, c775, e930, sigradi2016_595ee, 9e9a, ecaade2016_091k25, e8aa, 1fe6, ed6b, 00e6, ascaad2016_021h8, d2ff, acadia16_270e17, 23ea, 17a6, 2a8f, fa23, 2def, acadia16_12j1, 59ff, f491, d49b, ascaad2016_054v21, 879f, fc46, 2ea1, 4c3e, 3821, 71fc, 7d85, f7f2, 5bd8, 4af4, ecaade2016_042g11, a70d, caadria2016_851h36, c953, ef27, 2f7f, ee31, 3ca4, 5507, caadria2016_373l16,